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BibTeX records: Min Chi
@inproceedings{DBLP:conf/aaai/Gao0C24, author = {Ge Gao and Xi Yang and Min Chi}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Get a Head Start: On-Demand Pedagogical Policy Selection in Intelligent Tutoring}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {12136--12144}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i11.29102}, doi = {10.1609/AAAI.V38I11.29102}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Gao0C24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aiedu/AusinMBC23, author = {Markel Sanz Ausin and Mehak Maniktala and Tiffany Barnes and Min Chi}, title = {The Impact of Batch Deep Reinforcement Learning on Student Performance: {A} Simple Act of Explanation Can Go {A} Long Way}, journal = {Int. J. Artif. Intell. Educ.}, volume = {33}, number = {4}, pages = {1031--1056}, year = {2023}, url = {https://doi.org/10.1007/s40593-022-00312-3}, doi = {10.1007/S40593-022-00312-3}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aiedu/AusinMBC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/apin/KimC23, author = {Yeo Jin Kim and Min Chi}, title = {Time-aware deep reinforcement learning with multi-temporal abstraction}, journal = {Appl. Intell.}, volume = {53}, number = {17}, pages = {20007--20033}, year = {2023}, url = {https://doi.org/10.1007/s10489-022-04392-5}, doi = {10.1007/S10489-022-04392-5}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/apin/KimC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/internet/SinghCM23, author = {Munindar P. Singh and Min Chi and Veena Misra}, title = {Healthful Connected Living: Vision and Challenges for the Case of Obesity}, journal = {{IEEE} Internet Comput.}, volume = {27}, number = {3}, pages = {7--14}, year = {2023}, url = {https://doi.org/10.1109/MIC.2023.3257994}, doi = {10.1109/MIC.2023.3257994}, timestamp = {Fri, 02 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/internet/SinghCM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/ShenC23, author = {Daniel S. Shen and Min Chi}, title = {{TC-DTW:} Accelerating multivariate dynamic time warping through triangle inequality and point clustering}, journal = {Inf. Sci.}, volume = {621}, pages = {611--626}, year = {2023}, url = {https://doi.org/10.1016/j.ins.2022.11.082}, doi = {10.1016/J.INS.2022.11.082}, timestamp = {Thu, 16 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/ShenC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/umuai/ManiktalaCB23, author = {Mehak Maniktala and Min Chi and Tiffany Barnes}, title = {Enhancing a student productivity model for adaptive problem-solving assistance}, journal = {User Model. User Adapt. Interact.}, volume = {33}, number = {1}, pages = {159--188}, year = {2023}, url = {https://doi.org/10.1007/s11257-022-09338-7}, doi = {10.1007/S11257-022-09338-7}, timestamp = {Sat, 11 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/umuai/ManiktalaCB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/AlamMMCB23, author = {Nazia Alam and Mehak Maniktala and Behrooz Mostafavi and Min Chi and Tiffany Barnes}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {Does Knowing When Help Is Needed Improve Subgoal Hint Performance in an Intelligent Data-Driven Logic Tutor?}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {15895--15902}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i13.26887}, doi = {10.1609/AAAI.V37I13.26887}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/AlamMMCB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/AlamMCB23, author = {Nazia Alam and Behrooz Mostafavi and Min Chi and Tiffany Barnes}, editor = {Ning Wang and Genaro Rebolledo{-}Mendez and Vania Dimitrova and Noboru Matsuda and Olga C. Santos}, title = {Exploring the Effect of Autoencoder Based Feature Learning for a Deep Reinforcement Learning Policy for Providing Proactive Help}, booktitle = {Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky - 24th International Conference, {AIED} 2023, Tokyo, Japan, July 3-7, 2023, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1831}, pages = {278--283}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-36336-8\_43}, doi = {10.1007/978-3-031-36336-8\_43}, timestamp = {Fri, 04 Aug 2023 15:27:47 +0200}, biburl = {https://dblp.org/rec/conf/aied/AlamMCB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/AbdelshiheedHBC23, author = {Mark Abdelshiheed and John Wesley Hostetter and Tiffany Barnes and Min Chi}, editor = {Ning Wang and Genaro Rebolledo{-}Mendez and Noboru Matsuda and Olga C. Santos and Vania Dimitrova}, title = {Leveraging Deep Reinforcement Learning for Metacognitive Interventions Across Intelligent Tutoring Systems}, booktitle = {Artificial Intelligence in Education - 24th International Conference, {AIED} 2023, Tokyo, Japan, July 3-7, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13916}, pages = {291--303}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-36272-9\_24}, doi = {10.1007/978-3-031-36272-9\_24}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aied/AbdelshiheedHBC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/ShabrinaMCB23, author = {Preya Shabrina and Behrooz Mostafavi and Min Chi and Tiffany Barnes}, editor = {Ning Wang and Genaro Rebolledo{-}Mendez and Noboru Matsuda and Olga C. Santos and Vania Dimitrova}, title = {Impact of Learning a Subgoal-Directed Problem-Solving Strategy Within an Intelligent Logic Tutor}, booktitle = {Artificial Intelligence in Education - 24th International Conference, {AIED} 2023, Tokyo, Japan, July 3-7, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13916}, pages = {389--400}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-36272-9\_32}, doi = {10.1007/978-3-031-36272-9\_32}, timestamp = {Tue, 27 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aied/ShabrinaMCB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/AusinABC23, author = {Markel Sanz Ausin and Mark Abdelshiheed and Tiffany Barnes and Min Chi}, editor = {Ning Wang and Genaro Rebolledo{-}Mendez and Vania Dimitrova and Noboru Matsuda and Olga C. Santos}, title = {A Unified Batch Hierarchical Reinforcement Learning Framework for Pedagogical Policy Induction with Deep Bisimulation Metrics}, booktitle = {Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky - 24th International Conference, {AIED} 2023, Tokyo, Japan, July 3-7, 2023, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1831}, pages = {599--605}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-36336-8\_93}, doi = {10.1007/978-3-031-36336-8\_93}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aied/AusinABC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/HostetterABC23, author = {John Wesley Hostetter and Mark Abdelshiheed and Tiffany Barnes and Min Chi}, editor = {Noa Agmon and Bo An and Alessandro Ricci and William Yeoh}, title = {A Self-Organizing Neuro-Fuzzy Q-Network: Systematic Design with Offline Hybrid Learning}, booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May 2023 - 2 June 2023}, pages = {1248--1257}, publisher = {{ACM}}, year = {2023}, url = {https://dl.acm.org/doi/10.5555/3545946.3598770}, doi = {10.5555/3545946.3598770}, timestamp = {Tue, 23 May 2023 14:27:14 +0200}, biburl = {https://dblp.org/rec/conf/atal/HostetterABC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/GaoJAC23, author = {Ge Gao and Song Ju and Markel Sanz Ausin and Min Chi}, editor = {Noa Agmon and Bo An and Alessandro Ricci and William Yeoh}, title = {{HOPE:} Human-Centric Off-Policy Evaluation for E-Learning and Healthcare}, booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May 2023 - 2 June 2023}, pages = {1504--1513}, publisher = {{ACM}}, year = {2023}, url = {https://dl.acm.org/doi/10.5555/3545946.3598804}, doi = {10.5555/3545946.3598804}, timestamp = {Tue, 23 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/GaoJAC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/0004SCBP23, author = {Yang Shi and Robin Schmucker and Min Chi and Tiffany Barnes and Thomas W. Price}, editor = {Mingyu Feng and Tanja K{\"{a}}ser and Partha P. Talukdar and Rakesh Agrawal and Y. Narahari and Mykola Pechenizkiy}, title = {KC-Finder: Automated Knowledge Component Discovery for Programming Problems}, booktitle = {Proceedings of the 16th International Conference on Educational Data Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023}, publisher = {International Educational Data Mining Society}, year = {2023}, url = {https://educationaldatamining.org/2023.EDM-long-papers.3/index.html}, timestamp = {Mon, 11 Mar 2024 16:00:17 +0100}, biburl = {https://dblp.org/rec/conf/edm/0004SCBP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/ShabrinaMTCB23, author = {Preya Shabrina and Behrooz Mostafavi and Sutapa Dey Tithi and Min Chi and Tiffany Barnes}, editor = {Mingyu Feng and Tanja K{\"{a}}ser and Partha P. Talukdar and Rakesh Agrawal and Y. Narahari and Mykola Pechenizkiy}, title = {Learning Problem Decomposition-Recomposition with Data-driven Chunky Parsons Problems within an Intelligent Logic Tutor}, booktitle = {Proceedings of the 16th International Conference on Educational Data Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023}, publisher = {International Educational Data Mining Society}, year = {2023}, url = {https://educationaldatamining.org/2023.EDM-long-papers.4/index.html}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/ShabrinaMTCB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/HostetterABC23, author = {John Wesley Hostetter and Mark Abdelshiheed and Tiffany Barnes and Min Chi}, title = {Leveraging Fuzzy Logic Towards More Explainable Reinforcement Learning-Induced Pedagogical Policies on Intelligent Tutoring Systems}, booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ} 2023, Incheon, Republic of Korea, August 13-17, 2023}, pages = {1--7}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/FUZZ52849.2023.10309741}, doi = {10.1109/FUZZ52849.2023.10309741}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/HostetterABC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fuzzIEEE/HostetterC23, author = {John Wesley Hostetter and Min Chi}, title = {Latent Space Encoding for Interpretable Fuzzy Logic Rules in Continuous and Noisy High-Dimensional Spaces}, booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ} 2023, Incheon, Republic of Korea, August 13-17, 2023}, pages = {1--6}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/FUZZ52849.2023.10309706}, doi = {10.1109/FUZZ52849.2023.10309706}, timestamp = {Wed, 22 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/fuzzIEEE/HostetterC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/GaoC23, author = {Ge Gao and Min Chi}, title = {Trace Augmentation with Missing EHRs for Sepsis Treatments}, booktitle = {11th {IEEE} International Conference on Healthcare Informatics, {ICHI} 2023, Houston, TX, USA, June 26-29, 2023}, pages = {480}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICHI57859.2023.00073}, doi = {10.1109/ICHI57859.2023.00073}, timestamp = {Wed, 17 Jan 2024 17:11:28 +0100}, biburl = {https://dblp.org/rec/conf/ichi/GaoC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GaoGCP23, author = {Qitong Gao and Ge Gao and Min Chi and Miroslav Pajic}, title = {Variational Latent Branching Model for Off-Policy Evaluation}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=3VFQfAG3vwi}, timestamp = {Fri, 30 Jun 2023 14:38:38 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GaoGCP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/YangGC23, author = {Xi Yang and Ge Gao and Min Chi}, title = {Hierarchical Apprenticeship Learning for Disease Progression Modeling}, booktitle = {Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao, SAR, China}, pages = {2388--2396}, publisher = {ijcai.org}, year = {2023}, url = {https://doi.org/10.24963/ijcai.2023/265}, doi = {10.24963/IJCAI.2023/265}, timestamp = {Wed, 27 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/YangGC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iva/HostetterC0ABC23, author = {John Wesley Hostetter and Cristina Conati and Xi Yang and Mark Abdelshiheed and Tiffany Barnes and Min Chi}, editor = {Birgit Lugrin and Marc Erich Latoschik and Sebastion von Mammen and Stefan Kopp and Florian P{\'{e}}cune and Catherine Pelachaud}, title = {{XAI} to Increase the Effectiveness of an Intelligent Pedagogical Agent}, booktitle = {Proceedings of the 23rd {ACM} International Conference on Intelligent Virtual Agents, {IVA} 2023, W{\"{u}}rzburg, Germany, September 19-22, 2023}, pages = {28:1--28:9}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3570945.3607301}, doi = {10.1145/3570945.3607301}, timestamp = {Sun, 31 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iva/HostetterC0ABC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GaoGDTCP23, author = {Qitong Gao and Ge Gao and Juncheng Dong and Vahid Tarokh and Min Chi and Miroslav Pajic}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Off-Policy Evaluation for Human Feedback}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/1cb57fcf7ff3f6d37eebae5becc9ea6d-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/GaoGDTCP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-12056, author = {Qitong Gao and Ge Gao and Min Chi and Miroslav Pajic}, title = {Variational Latent Branching Model for Off-Policy Evaluation}, journal = {CoRR}, volume = {abs/2301.12056}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.12056}, doi = {10.48550/ARXIV.2301.12056}, eprinttype = {arXiv}, eprint = {2301.12056}, timestamp = {Tue, 31 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-12056.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-09212, author = {Ge Gao and Song Ju and Markel Sanz Ausin and Min Chi}, title = {{HOPE:} Human-Centric Off-Policy Evaluation for E-Learning and Healthcare}, journal = {CoRR}, volume = {abs/2302.09212}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.09212}, doi = {10.48550/ARXIV.2302.09212}, eprinttype = {arXiv}, eprint = {2302.09212}, timestamp = {Thu, 23 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-09212.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-11960, author = {Mark Abdelshiheed and Mehak Maniktala and Song Ju and Ayush Jain and Tiffany Barnes and Min Chi}, title = {Preparing Unprepared Students For Future Learning}, journal = {CoRR}, volume = {abs/2303.11960}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.11960}, doi = {10.48550/ARXIV.2303.11960}, eprinttype = {arXiv}, eprint = {2303.11960}, timestamp = {Wed, 22 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-11960.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-11965, author = {Mark Abdelshiheed and John Wesley Hostetter and Preya Shabrina and Tiffany Barnes and Min Chi}, title = {The Power of Nudging: Exploring Three Interventions for Metacognitive Skills Instruction across Intelligent Tutoring Systems}, journal = {CoRR}, volume = {abs/2303.11965}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.11965}, doi = {10.48550/ARXIV.2303.11965}, eprinttype = {arXiv}, eprint = {2303.11965}, timestamp = {Wed, 22 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-11965.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-12223, author = {Mark Abdelshiheed and John Wesley Hostetter and Xi Yang and Tiffany Barnes and Min Chi}, title = {Mixing Backward- with Forward-Chaining for Metacognitive Skill Acquisition and Transfer}, journal = {CoRR}, volume = {abs/2303.12223}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.12223}, doi = {10.48550/ARXIV.2303.12223}, eprinttype = {arXiv}, eprint = {2303.12223}, timestamp = {Thu, 13 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-12223.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-13541, author = {Mark Abdelshiheed and Guojing Zhou and Mehak Maniktala and Tiffany Barnes and Min Chi}, title = {Metacognition and Motivation: The Role of Time-Awareness in Preparation for Future Learning}, journal = {CoRR}, volume = {abs/2303.13541}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.13541}, doi = {10.48550/ARXIV.2303.13541}, eprinttype = {arXiv}, eprint = {2303.13541}, timestamp = {Fri, 14 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-13541.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-14609, author = {Mark Abdelshiheed and Mehak Maniktala and Tiffany Barnes and Min Chi}, title = {Assessing Competency Using Metacognition and Motivation: The Role of Time-Awareness in Preparation for Future Learning}, journal = {CoRR}, volume = {abs/2303.14609}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.14609}, doi = {10.48550/ARXIV.2303.14609}, eprinttype = {arXiv}, eprint = {2303.14609}, timestamp = {Fri, 14 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-14609.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-09821, author = {Mark Abdelshiheed and John Wesley Hostetter and Tiffany Barnes and Min Chi}, title = {Leveraging Deep Reinforcement Learning for Metacognitive Interventions across Intelligent Tutoring Systems}, journal = {CoRR}, volume = {abs/2304.09821}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.09821}, doi = {10.48550/ARXIV.2304.09821}, eprinttype = {arXiv}, eprint = {2304.09821}, timestamp = {Mon, 24 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-09821.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-11739, author = {Mark Abdelshiheed and John Wesley Hostetter and Tiffany Barnes and Min Chi}, title = {Bridging Declarative, Procedural, and Conditional Metacognitive Knowledge Gap Using Deep Reinforcement Learning}, journal = {CoRR}, volume = {abs/2304.11739}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.11739}, doi = {10.48550/ARXIV.2304.11739}, eprinttype = {arXiv}, eprint = {2304.11739}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-11739.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-09070, author = {Xi Yang and Ge Gao and Min Chi}, title = {An Offline Time-aware Apprenticeship Learning Framework for Evolving Reward Functions}, journal = {CoRR}, volume = {abs/2305.09070}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.09070}, doi = {10.48550/ARXIV.2305.09070}, eprinttype = {arXiv}, eprint = {2305.09070}, timestamp = {Wed, 27 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-09070.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-07123, author = {Qitong Gao and Ge Gao and Juncheng Dong and Vahid Tarokh and Min Chi and Miroslav Pajic}, title = {Off-Policy Evaluation for Human Feedback}, journal = {CoRR}, volume = {abs/2310.07123}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.07123}, doi = {10.48550/ARXIV.2310.07123}, eprinttype = {arXiv}, eprint = {2310.07123}, timestamp = {Tue, 24 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-07123.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aiedu/CodyMLCB22, author = {Christa Cody and Mehak Maniktala and Nicholas Lytle and Min Chi and Tiffany Barnes}, title = {The Impact of Looking Further Ahead: {A} Comparison of Two Data-driven Unsolicited Hint Types on Performance in an Intelligent Data-driven Logic Tutor}, journal = {Int. J. Artif. Intell. Educ.}, volume = {32}, number = {2}, pages = {263--296}, year = {2022}, url = {https://doi.org/10.1007/s40593-021-00237-3}, doi = {10.1007/S40593-021-00237-3}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aiedu/CodyMLCB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aiedu/ZhouAABC22, author = {Guojing Zhou and Hamoon Azizsoltani and Markel Sanz Ausin and Tiffany Barnes and Min Chi}, title = {Leveraging Granularity: Hierarchical Reinforcement Learning for Pedagogical Policy Induction}, journal = {Int. J. Artif. Intell. Educ.}, volume = {32}, number = {2}, pages = {454--500}, year = {2022}, url = {https://doi.org/10.1007/s40593-021-00269-9}, doi = {10.1007/S40593-021-00269-9}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aiedu/ZhouAABC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MaoKPBC22, author = {Ye Mao and Farzaneh Khoshnevisan and Thomas W. Price and Tiffany Barnes and Min Chi}, title = {Cross-Lingual Adversarial Domain Adaptation for Novice Programming}, booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI} 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22 - March 1, 2022}, pages = {7682--7690}, publisher = {{AAAI} Press}, year = {2022}, url = {https://doi.org/10.1609/aaai.v36i7.20735}, doi = {10.1609/AAAI.V36I7.20735}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MaoKPBC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/JuYBC22, author = {Song Ju and Xi Yang and Tiffany Barnes and Min Chi}, editor = {Maria Mercedes T. Rodrigo and Noboru Matsuda and Alexandra I. Cristea and Vania Dimitrova}, title = {Student-Tutor Mixed-Initiative Decision-Making Supported by Deep Reinforcement Learning}, booktitle = {Artificial Intelligence in Education - 23rd International Conference, {AIED} 2022, Durham, UK, July 27-31, 2022, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {13355}, pages = {440--452}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-11644-5\_36}, doi = {10.1007/978-3-031-11644-5\_36}, timestamp = {Fri, 16 Feb 2024 09:01:51 +0100}, biburl = {https://dblp.org/rec/conf/aied/JuYBC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/AbdelshiheedHYB22, author = {Mark Abdelshiheed and John Wesley Hostetter and Xi Yang and Tiffany Barnes and Min Chi}, editor = {Maria Mercedes T. Rodrigo and Noboru Matsuda and Alexandra I. Cristea and Vania Dimitrova}, title = {Mixing Backward- with Forward-Chaining for Metacognitive Skill Acquisition and Transfer}, booktitle = {Artificial Intelligence in Education - 23rd International Conference, {AIED} 2022, Durham, UK, July 27-31, 2022, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {13355}, pages = {546--552}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-11644-5\_47}, doi = {10.1007/978-3-031-11644-5\_47}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aied/AbdelshiheedHYB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/0004CBP22, author = {Yang Shi and Min Chi and Tiffany Barnes and Thomas W. Price}, editor = {Antonija Mitrovic and Nigel Bosch and Alexandra I. Cristea and Chris Brown}, title = {Code-DKT: {A} Code-based Knowledge Tracing Model for Programming Tasks}, booktitle = {Proceedings of the 15th International Conference on Educational Data Mining, {EDM} 2022, Durham, UK, July 24-27, 2022}, publisher = {International Educational Data Mining Society}, year = {2022}, url = {https://educationaldatamining.org/2022.EDM-long-papers.5/index.html}, timestamp = {Mon, 26 Feb 2024 16:21:22 +0100}, biburl = {https://dblp.org/rec/conf/edm/0004CBP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/GaoKC22, author = {Ge Gao and Farzaneh Khoshnevisan and Min Chi}, title = {Reconstructing Missing EHRs Using Time-Aware Within- and Cross-Visit Information for Septic Shock Early Prediction}, booktitle = {10th {IEEE} International Conference on Healthcare Informatics, {ICHI} 2022, Rochester, MN, USA, June 11-14, 2022}, pages = {151--162}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICHI54592.2022.00034}, doi = {10.1109/ICHI54592.2022.00034}, timestamp = {Fri, 23 Sep 2022 17:15:39 +0200}, biburl = {https://dblp.org/rec/conf/ichi/GaoKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/GaoG0PC22, author = {Ge Gao and Qitong Gao and Xi Yang and Miroslav Pajic and Min Chi}, editor = {Luc De Raedt}, title = {A Reinforcement Learning-Informed Pattern Mining Framework for Multivariate Time Series Classification}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, pages = {2994--3000}, publisher = {ijcai.org}, year = {2022}, url = {https://doi.org/10.24963/ijcai.2022/415}, doi = {10.24963/IJCAI.2022/415}, timestamp = {Wed, 27 Jul 2022 16:43:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/GaoG0PC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-05177, author = {Mitchell Plyler and Michael Green and Min Chi}, title = {Making a (Counterfactual) Difference One Rationale at a Time}, journal = {CoRR}, volume = {abs/2201.05177}, year = {2022}, url = {https://arxiv.org/abs/2201.05177}, eprinttype = {arXiv}, eprint = {2201.05177}, timestamp = {Thu, 20 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-05177.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-08245, author = {Ge Gao and Farzaneh Khoshnevisan and Min Chi}, title = {Reconstructing Missing EHRs Using Time-Aware Within- and Cross-Visit Information for Septic Shock Early Prediction}, journal = {CoRR}, volume = {abs/2203.08245}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.08245}, doi = {10.48550/ARXIV.2203.08245}, eprinttype = {arXiv}, eprint = {2203.08245}, timestamp = {Mon, 28 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-08245.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-03545, author = {Yang Shi and Min Chi and Tiffany Barnes and Thomas W. Price}, title = {Code-DKT: {A} Code-based Knowledge Tracing Model for Programming Tasks}, journal = {CoRR}, volume = {abs/2206.03545}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.03545}, doi = {10.48550/ARXIV.2206.03545}, eprinttype = {arXiv}, eprint = {2206.03545}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-03545.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-03025, author = {Mehak Maniktala and Min Chi and Tiffany Barnes}, title = {Enhancing a Student Productivity Model for Adaptive Problem-Solving Assistance}, journal = {CoRR}, volume = {abs/2207.03025}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.03025}, doi = {10.48550/ARXIV.2207.03025}, eprinttype = {arXiv}, eprint = {2207.03025}, timestamp = {Wed, 13 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-03025.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-04696, author = {Preya Shabrina and Behrooz Mostafavi and Mark Abdelshiheed and Min Chi and Tiffany Barnes}, title = {Investigating the Impact of Backward Strategy Learning in a Logic Tutor: Aiding Subgoal Learning towards Improved Problem Solving}, journal = {CoRR}, volume = {abs/2208.04696}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.04696}, doi = {10.48550/ARXIV.2208.04696}, eprinttype = {arXiv}, eprint = {2208.04696}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-04696.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-05326, author = {Preya Shabrina and Samiha Marwan and Andrew Bennison and Min Chi and Thomas W. Price and Tiffany Barnes}, title = {A Multicriteria Evaluation for Data-Driven Programming Feedback Systems: Accuracy, Effectiveness, Fallibility, and Students' Response}, journal = {CoRR}, volume = {abs/2208.05326}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.05326}, doi = {10.48550/ARXIV.2208.05326}, eprinttype = {arXiv}, eprint = {2208.05326}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-05326.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aiedu/ManiktalaCBC21, author = {Mehak Maniktala and Christa Cody and Tiffany Barnes and Min Chi}, title = {Correction to: Avoiding Help Avoidance: Using Interface Design Changes to Promote Unsolicited Hint Usage in an Intelligent Tutor}, journal = {Int. J. Artif. Intell. Educ.}, volume = {31}, number = {1}, pages = {154--155}, year = {2021}, url = {https://doi.org/10.1007/s40593-020-00232-0}, doi = {10.1007/S40593-020-00232-0}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aiedu/ManiktalaCBC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/JuZABC21, author = {Song Ju and Guojing Zhou and Mark Abdelshiheed and Tiffany Barnes and Min Chi}, editor = {Ido Roll and Danielle S. McNamara and Sergey A. Sosnovsky and Rose Luckin and Vania Dimitrova}, title = {Evaluating Critical Reinforcement Learning Framework in the Field}, booktitle = {Artificial Intelligence in Education - 22nd International Conference, {AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {12748}, pages = {215--227}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-78292-4\_18}, doi = {10.1007/978-3-030-78292-4\_18}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aied/JuZABC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/AusinMBC21, author = {Markel Sanz Ausin and Mehak Maniktala and Tiffany Barnes and Min Chi}, editor = {Ido Roll and Danielle S. McNamara and Sergey A. Sosnovsky and Rose Luckin and Vania Dimitrova}, title = {Tackling the Credit Assignment Problem in Reinforcement Learning-Induced Pedagogical Policies with Neural Networks}, booktitle = {Artificial Intelligence in Education - 22nd International Conference, {AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {12748}, pages = {356--368}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-78292-4\_29}, doi = {10.1007/978-3-030-78292-4\_29}, timestamp = {Tue, 15 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aied/AusinMBC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/AusinAJKC21, author = {Markel Sanz Ausin and Hamoon Azizsoltani and Song Ju and Yeo{-}Jin Kim and Min Chi}, editor = {Yixin Chen and Heiko Ludwig and Yicheng Tu and Usama M. Fayyad and Xingquan Zhu and Xiaohua Hu and Suren Byna and Xiong Liu and Jianping Zhang and Shirui Pan and Vagelis Papalexakis and Jianwu Wang and Alfredo Cuzzocrea and Carlos Ordonez}, title = {InferNet for Delayed Reinforcement Tasks: Addressing the Temporal Credit Assignment Problem}, booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021}, pages = {1337--1348}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/BigData52589.2021.9671827}, doi = {10.1109/BIGDATA52589.2021.9671827}, timestamp = {Fri, 13 Jan 2023 17:06:49 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/AusinAJKC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/JuKAMC21, author = {Song Ju and Yeo Jin Kim and Markel Sanz Ausin and Maria E. Mayorga and Min Chi}, editor = {Yixin Chen and Heiko Ludwig and Yicheng Tu and Usama M. Fayyad and Xingquan Zhu and Xiaohua Hu and Suren Byna and Xiong Liu and Jianping Zhang and Shirui Pan and Vagelis Papalexakis and Jianwu Wang and Alfredo Cuzzocrea and Carlos Ordonez}, title = {To Reduce Healthcare Workload: Identify Critical Sepsis Progression Moments through Deep Reinforcement Learning}, booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021}, pages = {1640--1646}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/BigData52589.2021.9671407}, doi = {10.1109/BIGDATA52589.2021.9671407}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/JuKAMC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/KimAC21, author = {Yeo Jin Kim and Markel Sanz Ausin and Min Chi}, editor = {Yixin Chen and Heiko Ludwig and Yicheng Tu and Usama M. Fayyad and Xingquan Zhu and Xiaohua Hu and Suren Byna and Xiong Liu and Jianping Zhang and Shirui Pan and Vagelis Papalexakis and Jianwu Wang and Alfredo Cuzzocrea and Carlos Ordonez}, title = {Multi-Temporal Abstraction with Time-Aware Deep Q-Learning for Septic Shock Prevention}, booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021}, pages = {1657--1663}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/BigData52589.2021.9671662}, doi = {10.1109/BIGDATA52589.2021.9671662}, timestamp = {Tue, 18 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/KimAC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/0004MBCP21, author = {Yang Shi and Ye Mao and Tiffany Barnes and Min Chi and Thomas W. Price}, editor = {Sharon I{-}Han Hsiao and Shaghayegh (Sherry) Sahebi and Fran{\c{c}}ois Bouchet and Jill{-}J{\^{e}}nn Vie}, title = {More With Less: Exploring How to Use Deep Learning Effectively through Semi-supervised Learning for Automatic Bug Detection in Student Code}, booktitle = {Proceedings of the 14th International Conference on Educational Data Mining, {EDM} 2021, virtual, June 29 - July 2, 2021}, publisher = {International Educational Data Mining Society}, year = {2021}, timestamp = {Wed, 09 Mar 2022 16:46:41 +0100}, biburl = {https://dblp.org/rec/conf/edm/0004MBCP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/Mao0MPBC21, author = {Ye Mao and Yang Shi and Samiha Marwan and Thomas W. Price and Tiffany Barnes and Min Chi}, editor = {Sharon I{-}Han Hsiao and Shaghayegh (Sherry) Sahebi and Fran{\c{c}}ois Bouchet and Jill{-}J{\^{e}}nn Vie}, title = {Knowing both when and where: Temporal-ASTNN for Early Prediction of Student Success in Novice Programming Tasks}, booktitle = {Proceedings of the 14th International Conference on Educational Data Mining, {EDM} 2021, virtual, June 29 - July 2, 2021}, publisher = {International Educational Data Mining Society}, year = {2021}, timestamp = {Wed, 09 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/Mao0MPBC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/Marwan0MCBP21, author = {Samiha Marwan and Yang Shi and Ian Menezes and Min Chi and Tiffany Barnes and Thomas W. Price}, editor = {Sharon I{-}Han Hsiao and Shaghayegh (Sherry) Sahebi and Fran{\c{c}}ois Bouchet and Jill{-}J{\^{e}}nn Vie}, title = {Just a Few Expert Constraints Can Help: Humanizing Data-Driven Subgoal Detection for Novice Programming}, booktitle = {Proceedings of the 14th International Conference on Educational Data Mining, {EDM} 2021, virtual, June 29 - July 2, 2021}, publisher = {International Educational Data Mining Society}, year = {2021}, timestamp = {Wed, 09 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/Marwan0MCBP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ghtc/SharmaDIC21, author = {Esha Sharma and Lauren B. Davis and Julie S. Ivy and Min Chi}, title = {Data to Donations: Towards In-Kind Food Donation Prediction across Two Coasts}, booktitle = {{IEEE} Global Humanitarian Technology Conference, {GHTC} 2021, Seattle, WA, USA, October 19-23, 2021}, pages = {281--288}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/GHTC53159.2021.9612484}, doi = {10.1109/GHTC53159.2021.9612484}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ghtc/SharmaDIC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/YangZC21, author = {Xi Yang and Yuan Zhang and Min Chi}, editor = {Zhi{-}Hua Zhou}, title = {Multi-series Time-aware Sequence Partitioning for Disease Progression Modeling}, booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27 August 2021}, pages = {3581--3587}, publisher = {ijcai.org}, year = {2021}, url = {https://doi.org/10.24963/ijcai.2021/493}, doi = {10.24963/IJCAI.2021/493}, timestamp = {Wed, 20 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/YangZC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/PlylerGC21, author = {Mitchell Plyler and Michael Green and Min Chi}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Making a (Counterfactual) Difference One Rationale at a Time}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {28701--28713}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/f0f800c92d191d736c4411f3b3f8ef4a-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/PlylerGC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/KhoshnevisanC21, author = {Farzaneh Khoshnevisan and Min Chi}, editor = {Nuria Oliver and Fernando P{\'{e}}rez{-}Cruz and Stefan Kramer and Jesse Read and Jos{\'{e}} Antonio Lozano}, title = {Unifying Domain Adaptation and Domain Generalization for Robust Prediction Across Minority Racial Groups}, booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {12975}, pages = {521--537}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-86486-6\_32}, doi = {10.1007/978-3-030-86486-6\_32}, timestamp = {Wed, 28 Jun 2023 16:19:42 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/KhoshnevisanC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-07731, author = {Daniel Shen and Min Chi}, title = {{TC-DTW:} Accelerating Multivariate Dynamic Time Warping Through Triangle Inequality and Point Clustering}, journal = {CoRR}, volume = {abs/2101.07731}, year = {2021}, url = {https://arxiv.org/abs/2101.07731}, eprinttype = {arXiv}, eprint = {2101.07731}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-07731.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-05741, author = {Christa Cody and Mehak Maniktala and Nicholas Lytle and Min Chi and Tiffany Barnes}, title = {The Impact of Looking Further Ahead: {A} Comparison of Two Data-driven Unsolicited Hint Types on Performance in an Intelligent Data-driven Logic Tutor}, journal = {CoRR}, volume = {abs/2102.05741}, year = {2021}, url = {https://arxiv.org/abs/2102.05741}, eprinttype = {arXiv}, eprint = {2102.05741}, timestamp = {Thu, 18 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-05741.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-00568, author = {Markel Sanz Ausin and Hamoon Azizsoltani and Song Ju and Yeo{-}Jin Kim and Min Chi}, title = {InferNet for Delayed Reinforcement Tasks: Addressing the Temporal Credit Assignment Problem}, journal = {CoRR}, volume = {abs/2105.00568}, year = {2021}, url = {https://arxiv.org/abs/2105.00568}, eprinttype = {arXiv}, eprint = {2105.00568}, timestamp = {Wed, 12 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-00568.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-02580, author = {Yeo{-}Jin Kim and Min Chi}, title = {Time-Aware Q-Networks: Resolving Temporal Irregularity for Deep Reinforcement Learning}, journal = {CoRR}, volume = {abs/2105.02580}, year = {2021}, url = {https://arxiv.org/abs/2105.02580}, eprinttype = {arXiv}, eprint = {2105.02580}, timestamp = {Wed, 12 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-02580.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aiedu/ManiktalaCBC20, author = {Mehak Maniktala and Christa Cody and Tiffany Barnes and Min Chi}, title = {Avoiding Help Avoidance: Using Interface Design Changes to Promote Unsolicited Hint Usage in an Intelligent Tutor}, journal = {Int. J. Artif. Intell. Educ.}, volume = {30}, number = {4}, pages = {637--667}, year = {2020}, url = {https://doi.org/10.1007/s40593-020-00213-3}, doi = {10.1007/S40593-020-00213-3}, timestamp = {Tue, 01 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aiedu/ManiktalaCBC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/umuai/ZhangLC20, author = {Yuan Zhang and Chen Lin and Min Chi}, title = {Going deeper: Automatic short-answer grading by combining student and question models}, journal = {User Model. User Adapt. Interact.}, volume = {30}, number = {1}, pages = {51--80}, year = {2020}, url = {https://doi.org/10.1007/s11257-019-09251-6}, doi = {10.1007/S11257-019-09251-6}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/umuai/ZhangLC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/AusinMBC20, author = {Markel Sanz Ausin and Mehak Maniktala and Tiffany Barnes and Min Chi}, editor = {Ig Ibert Bittencourt and Mutlu Cukurova and Kasia Muldner and Rose Luckin and Eva Mill{\'{a}}n}, title = {Exploring the Impact of Simple Explanations and Agency on Batch Deep Reinforcement Learning Induced Pedagogical Policies}, booktitle = {Artificial Intelligence in Education - 21st International Conference, {AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {12163}, pages = {472--485}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-52237-7\_38}, doi = {10.1007/978-3-030-52237-7\_38}, timestamp = {Wed, 15 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aied/AusinMBC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/KhoshnevisanC20, author = {Farzaneh Khoshnevisan and Min Chi}, editor = {Xintao Wu and Chris Jermaine and Li Xiong and Xiaohua Hu and Olivera Kotevska and Siyuan Lu and Weija Xu and Srinivas Aluru and Chengxiang Zhai and Eyhab Al{-}Masri and Zhiyuan Chen and Jeff Saltz}, title = {An Adversarial Domain Separation Framework for Septic Shock Early Prediction Across {EHR} Systems}, booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020), Atlanta, GA, USA, December 10-13, 2020}, pages = {64--73}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/BigData50022.2020.9378058}, doi = {10.1109/BIGDATA50022.2020.9378058}, timestamp = {Fri, 19 Nov 2021 16:08:20 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/KhoshnevisanC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/SohnPC20, author = {Hyunwoo Sohn and Kyungjin Park and Min Chi}, editor = {Xintao Wu and Chris Jermaine and Li Xiong and Xiaohua Hu and Olivera Kotevska and Siyuan Lu and Weija Xu and Srinivas Aluru and Chengxiang Zhai and Eyhab Al{-}Masri and Zhiyuan Chen and Jeff Saltz}, title = {MuLan: Multilevel Language-based Representation Learning for Disease Progression Modeling}, booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020), Atlanta, GA, USA, December 10-13, 2020}, pages = {1246--1255}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/BigData50022.2020.9377829}, doi = {10.1109/BIGDATA50022.2020.9377829}, timestamp = {Thu, 08 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/SohnPC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cogsci/AbdelshiheedC20, author = {Mark Abdelshiheed and Min Chi}, editor = {Stephanie Denison and Michael Mack and Yang Xu and Blair C. Armstrong}, title = {Metacognition and Motivation: The Role of Time-Awareness in Preparation for Future Learning}, booktitle = {Proceedings of the 42th Annual Meeting of the Cognitive Science Society - Developing a Mind: Learning in Humans, Animals, and Machines, CogSci 2020, virtual, July 29 - August 1, 2020}, publisher = {cognitivesciencesociety.org}, year = {2020}, url = {https://cogsci.mindmodeling.org/2020/papers/0167/index.html}, timestamp = {Wed, 17 Apr 2024 12:42:59 +0200}, biburl = {https://dblp.org/rec/conf/cogsci/AbdelshiheedC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/CodyMWCB20, author = {Christa Cody and Mehak Maniktala and David Warren and Min Chi and Tiffany Barnes}, editor = {Anna N. Rafferty and Jacob Whitehill and Crist{\'{o}}bal Romero and Violetta Cavalli{-}Sforza}, title = {Does autonomy help Help? The impact of unsolicited hints and choice on help avoidance and learning}, booktitle = {Proceedings of the 13th International Conference on Educational Data Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020}, publisher = {International Educational Data Mining Society}, year = {2020}, url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_154.pdf}, timestamp = {Tue, 23 Aug 2022 09:19:48 +0200}, biburl = {https://dblp.org/rec/conf/edm/CodyMWCB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/JuCZ20, author = {Song Ju and Min Chi and Guojing Zhou}, editor = {Anna N. Rafferty and Jacob Whitehill and Crist{\'{o}}bal Romero and Violetta Cavalli{-}Sforza}, title = {Pick the Moment: Identifying Critical Pedagogical Decisions Using Long-Short Term Rewards}, booktitle = {Proceedings of the 13th International Conference on Educational Data Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020}, publisher = {International Educational Data Mining Society}, year = {2020}, url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_167.pdf}, timestamp = {Fri, 05 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/JuCZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/ManiktalaBC20, author = {Mehak Maniktala and Tiffany Barnes and Min Chi}, editor = {Anna N. Rafferty and Jacob Whitehill and Crist{\'{o}}bal Romero and Violetta Cavalli{-}Sforza}, title = {Extending the Hint Factory: Towards Modelling Productivity for Open-ended Problem-solving}, booktitle = {Proceedings of the 13th International Conference on Educational Data Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020}, publisher = {International Educational Data Mining Society}, year = {2020}, url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_257.pdf}, timestamp = {Fri, 05 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/ManiktalaBC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/MaoMPBC20, author = {Ye Mao and Samiha Marwan and Thomas W. Price and Tiffany Barnes and Min Chi}, editor = {Anna N. Rafferty and Jacob Whitehill and Crist{\'{o}}bal Romero and Violetta Cavalli{-}Sforza}, title = {What Time is It? Student Modeling Needs to Know}, booktitle = {Proceedings of the 13th International Conference on Educational Data Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020}, publisher = {International Educational Data Mining Society}, year = {2020}, url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_126.pdf}, timestamp = {Fri, 05 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/MaoMPBC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/MarwanPCB20, author = {Samiha Marwan and Thomas W. Price and Min Chi and Tiffany Barnes}, editor = {Thomas W. Price and Peter Brusilovsky and Sharon I{-}Han Hsiao and Ken Koedinger and Yang Shi}, title = {Immediate Data-Driven Positive Feedback Increases Engagement on Programming Homework for Novices}, booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education {(CSEDM)} Workshop co-located with the 13th Educational Data Mining Conference {(EDM} 2020), Virtual Event, July 10, 2020}, series = {{CEUR} Workshop Proceedings}, volume = {2734}, publisher = {CEUR-WS.org}, year = {2020}, url = {https://ceur-ws.org/Vol-2734/paper1.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:19 +0100}, biburl = {https://dblp.org/rec/conf/edm/MarwanPCB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/ShabrinaMCPB20, author = {Preya Shabrina and Samiha Marwan and Min Chi and Thomas W. Price and Tiffany Barnes}, editor = {Thomas W. Price and Peter Brusilovsky and Sharon I{-}Han Hsiao and Ken Koedinger and Yang Shi}, title = {The Impact of Data-driven Positive Programming Feedback: When it Helps, What Happens when it Goes Wrong, and How Students Respond}, booktitle = {Proceedings of 4th Educational Data Mining in Computer Science Education {(CSEDM)} Workshop co-located with the 13th Educational Data Mining Conference {(EDM} 2020), Virtual Event, July 10, 2020}, series = {{CEUR} Workshop Proceedings}, volume = {2734}, publisher = {CEUR-WS.org}, year = {2020}, url = {https://ceur-ws.org/Vol-2734/paper5.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/ShabrinaMCPB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/YangZTAC20, author = {Xi Yang and Guojing Zhou and Michelle Taub and Roger Azevedo and Min Chi}, editor = {Anna N. Rafferty and Jacob Whitehill and Crist{\'{o}}bal Romero and Violetta Cavalli{-}Sforza}, title = {Student Subtyping via EM-Inverse Reinforcement Learning}, booktitle = {Proceedings of the 13th International Conference on Educational Data Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020}, publisher = {International Educational Data Mining Society}, year = {2020}, url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_149.pdf}, timestamp = {Wed, 20 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/edm/YangZTAC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ZhouAABC20, author = {Guojing Zhou and Hamoon Azizsoltani and Markel Sanz Ausin and Tiffany Barnes and Min Chi}, editor = {Christian Bessiere}, title = {Hierarchical Reinforcement Learning for Pedagogical Policy Induction (Extended Abstract)}, booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI} 2020}, pages = {4691--4695}, publisher = {ijcai.org}, year = {2020}, url = {https://doi.org/10.24963/ijcai.2020/647}, doi = {10.24963/IJCAI.2020/647}, timestamp = {Mon, 20 Jul 2020 12:38:52 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ZhouAABC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mmm/YangKTAC20, author = {Xi Yang and Yeo{-}Jin Kim and Michelle Taub and Roger Azevedo and Min Chi}, editor = {Yong Man Ro and Wen{-}Huang Cheng and Junmo Kim and Wei{-}Ta Chu and Peng Cui and Jung{-}Woo Choi and Min{-}Chun Hu and Wesley De Neve}, title = {{PRIME:} Block-Wise Missingness Handling for Multi-modalities in Intelligent Tutoring Systems}, booktitle = {MultiMedia Modeling - 26th International Conference, {MMM} 2020, Daejeon, South Korea, January 5-8, 2020, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {11962}, pages = {63--75}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-37734-2\_6}, doi = {10.1007/978-3-030-37734-2\_6}, timestamp = {Wed, 20 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mmm/YangKTAC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/um/ZhouYABC20, author = {Guojing Zhou and Xi Yang and Hamoon Azizsoltani and Tiffany Barnes and Min Chi}, editor = {Tsvi Kuflik and Ilaria Torre and Robin Burke and Cristina Gena}, title = {Improving Student-System Interaction Through Data-driven Explanations of Hierarchical Reinforcement Learning Induced Pedagogical Policies}, booktitle = {Proceedings of the 28th {ACM} Conference on User Modeling, Adaptation and Personalization, {UMAP} 2020, Genoa, Italy, July 12-18, 2020}, pages = {284--292}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3340631.3394848}, doi = {10.1145/3340631.3394848}, timestamp = {Wed, 20 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/um/ZhouYABC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-13371, author = {Mehak Maniktala and Christa Cody and Tiffany Barnes and Min Chi}, title = {Avoiding Help Avoidance: Using Interface Design Changes to Promote Unsolicited Hint Usage in an Intelligent Tutor}, journal = {CoRR}, volume = {abs/2009.13371}, year = {2020}, url = {https://arxiv.org/abs/2009.13371}, eprinttype = {arXiv}, eprint = {2009.13371}, timestamp = {Wed, 30 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-13371.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-04124, author = {Mehak Maniktala and Christa Cody and Amy Isvik and Nicholas Lytle and Min Chi and Tiffany Barnes}, title = {Extending the Hint Factory for the assistance dilemma: {A} novel, data-driven HelpNeed Predictor for proactive problem-solving help}, journal = {CoRR}, volume = {abs/2010.04124}, year = {2020}, url = {https://arxiv.org/abs/2010.04124}, eprinttype = {arXiv}, eprint = {2010.04124}, timestamp = {Tue, 13 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-04124.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-13952, author = {Farzaneh Khoshnevisan and Min Chi}, title = {An Adversarial Domain Separation Framework for Septic Shock Early Prediction Across {EHR} Systems}, journal = {CoRR}, volume = {abs/2010.13952}, year = {2020}, url = {https://arxiv.org/abs/2010.13952}, eprinttype = {arXiv}, eprint = {2010.13952}, timestamp = {Mon, 02 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-13952.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/ZhouAABC19, author = {Guojing Zhou and Hamoon Azizsoltani and Markel Sanz Ausin and Tiffany Barnes and Min Chi}, editor = {Seiji Isotani and Eva Mill{\'{a}}n and Amy Ogan and Peter M. Hastings and Bruce M. McLaren and Rose Luckin}, title = {Hierarchical Reinforcement Learning for Pedagogical Policy Induction}, booktitle = {Artificial Intelligence in Education - 20th International Conference, {AIED} 2019, Chicago, IL, USA, June 25-29, 2019, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {11625}, pages = {544--556}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-23204-7\_45}, doi = {10.1007/978-3-030-23204-7\_45}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aied/ZhouAABC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bcb/JazayeriCYKCA19, author = {Ali Jazayeri and Muge Capan and Christopher C. Yang and Farzaneh Khoshnevisan and Min Chi and Ryan Arnold}, editor = {Xinghua Mindy Shi and Michael Buck and Jian Ma and Pierangelo Veltri}, title = {Network-Based Modeling of Sepsis: Quantification and Evaluation of Simultaneity of Organ Dysfunctions}, booktitle = {Proceedings of the 10th {ACM} International Conference on Bioinformatics, Computational Biology and Health Informatics, {BCB} 2019, Niagara Falls, NY, USA, September 7-10, 2019}, pages = {87--96}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3307339.3342160}, doi = {10.1145/3307339.3342160}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bcb/JazayeriCYKCA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/LinIC19, author = {Chen Lin and Julie S. Ivy and Min Chi}, editor = {Chaitanya K. Baru and Jun Huan and Latifur Khan and Xiaohua Hu and Ronay Ak and Yuanyuan Tian and Roger S. Barga and Carlo Zaniolo and Kisung Lee and Yanfang (Fanny) Ye}, title = {Multi-layer Facial Representation Learning for Early Prediction of Septic Shock}, booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData), Los Angeles, CA, USA, December 9-12, 2019}, pages = {840--849}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BigData47090.2019.9006002}, doi = {10.1109/BIGDATA47090.2019.9006002}, timestamp = {Tue, 18 Oct 2022 14:44:48 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/LinIC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/YangSC19, author = {Shuai Yang and Xipeng Shen and Min Chi}, editor = {Wenwu Zhu and Dacheng Tao and Xueqi Cheng and Peng Cui and Elke A. Rundensteiner and David Carmel and Qi He and Jeffrey Xu Yu}, title = {Streamline Density Peak Clustering for Practical Adoptions}, booktitle = {Proceedings of the 28th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7, 2019}, pages = {49--58}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3357384.3358053}, doi = {10.1145/3357384.3358053}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/YangSC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cogsci/ZhouYC19, author = {Guojing Zhou and Xi Yang and Min Chi}, editor = {Ashok K. Goel and Colleen M. Seifert and Christian Freksa}, title = {Big, Little, or Both? Exploring the Impact of Granularity on Learning for Students with Different Incoming Competence}, booktitle = {Proceedings of the 41th Annual Meeting of the Cognitive Science Society, CogSci 2019: Creativity + Cognition + Computation, Montreal, Canada, July 24-27, 2019}, pages = {3206--3212}, publisher = {cognitivesciencesociety.org}, year = {2019}, url = {https://mindmodeling.org/cogsci2019/papers/0538/index.html}, timestamp = {Wed, 17 Apr 2024 12:43:09 +0200}, biburl = {https://dblp.org/rec/conf/cogsci/ZhouYC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/AusinABC19, author = {Markel Sanz Ausin and Hamoon Azizsoltani and Tiffany Barnes and Min Chi}, editor = {Michel C. Desmarais and Collin F. Lynch and Agathe Merceron and Roger Nkambou}, title = {Leveraging Deep Reinforcement Learning for Pedagogical Policy Induction in an Intelligent Tutoring System}, booktitle = {Proceedings of the 12th International Conference on Educational Data Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019}, publisher = {International Educational Data Mining Society {(IEDMS)}}, year = {2019}, url = {https://drive.google.com/file/d/1XPyyAUCUBT1VKYGQ4-hTWZfF0hytzxIV}, timestamp = {Fri, 05 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/AusinABC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/JuSABC19, author = {Song Ju and Shitian Shen and Hamoon Azizsoltani and Tiffany Barnes and Min Chi}, editor = {Luc Paquette and Crist{\'{o}}bal Romero}, title = {Importance Sampling to Identify Empirically Valid Policies and their Critical Decisions}, booktitle = {Joint Proceedings of the Workshops of the 12th International Conference on Educational Data Mining co-located with the 12th International Conference on Educational Data Mining, {EDM} 2019 Workshops, Montr{\'{e}}al, Canada, July 2-5, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2592}, pages = {69--78}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2592/paper9.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:19 +0100}, biburl = {https://dblp.org/rec/conf/edm/JuSABC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/JuZABC19, author = {Song Ju and Guojing Zhou and Hamoon Azizsoltani and Tiffany Barnes and Min Chi}, editor = {Michel C. Desmarais and Collin F. Lynch and Agathe Merceron and Roger Nkambou}, title = {Identifying Critical Pedagogical Decisions through Adversarial Deep Reinforcement Learning}, booktitle = {Proceedings of the 12th International Conference on Educational Data Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019}, publisher = {International Educational Data Mining Society {(IEDMS)}}, year = {2019}, url = {https://drive.google.com/file/d/1eLpUmNLatJ5ebsQNcT2Wbdf9N\_pioBI7}, timestamp = {Fri, 05 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/JuZABC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/MaoZKPBC19, author = {Ye Mao and Rui Zhi and Farzaneh Khoshnevisan and Thomas W. Price and Tiffany Barnes and Min Chi}, editor = {Michel C. Desmarais and Collin F. Lynch and Agathe Merceron and Roger Nkambou}, title = {One minute is enough: Early Prediction of Student Success and Event-level Difficulty during Novice Programming Tasks}, booktitle = {Proceedings of the 12th International Conference on Educational Data Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019}, publisher = {International Educational Data Mining Society {(IEDMS)}}, year = {2019}, url = {https://drive.google.com/file/d/1OZVY\_B0J9isJDtuZEA0yRvAya60XkgH0}, timestamp = {Fri, 05 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/MaoZKPBC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icer/ZhiCBP19, author = {Rui Zhi and Min Chi and Tiffany Barnes and Thomas W. Price}, editor = {Robert McCartney and Andrew Petersen and Anthony V. Robins and Adon Moskal}, title = {Evaluating the Effectiveness of Parsons Problems for Block-based Programming}, booktitle = {Proceedings of the 2019 {ACM} Conference on International Computing Education Research, {ICER} 2019, Toronto, ON, Canada, August 12-14, 2019}, pages = {51--59}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3291279.3339419}, doi = {10.1145/3291279.3339419}, timestamp = {Fri, 18 Jun 2021 10:58:59 +0200}, biburl = {https://dblp.org/rec/conf/icer/ZhiCBP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/YangKKZC19, author = {Xi Yang and Yeo{-}Jin Kim and Farzaneh Khoshnevisan and Yuan Zhang and Min Chi}, title = {Missing Data Imputation for {MIMIC-III} using Matrix Decomposition}, booktitle = {2019 {IEEE} International Conference on Healthcare Informatics, {ICHI} 2019, Xi'an, China, June 10-13, 2019}, pages = {1--3}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICHI.2019.8904824}, doi = {10.1109/ICHI.2019.8904824}, timestamp = {Wed, 20 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ichi/YangKKZC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/ZhangYIC19, author = {Yuan Zhang and Xi Yang and Julie S. Ivy and Min Chi}, title = {Time-aware Adversarial Networks for Adapting Disease Progression Modeling}, booktitle = {2019 {IEEE} International Conference on Healthcare Informatics, {ICHI} 2019, Xi'an, China, June 10-13, 2019}, pages = {1--11}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICHI.2019.8904698}, doi = {10.1109/ICHI.2019.8904698}, timestamp = {Wed, 20 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ichi/ZhangYIC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/AzizsoltaniKABC19, author = {Hamoon Azizsoltani and Yeo{-}Jin Kim and Markel Sanz Ausin and Tiffany Barnes and Min Chi}, editor = {Sarit Kraus}, title = {Unobserved Is Not Equal to Non-existent: Using Gaussian Processes to Infer Immediate Rewards Across Contexts}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {1974--1980}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/273}, doi = {10.24963/IJCAI.2019/273}, timestamp = {Tue, 20 Aug 2019 16:18:18 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/AzizsoltaniKABC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ZhangYIC19, author = {Yuan Zhang and Xi Yang and Julie S. Ivy and Min Chi}, editor = {Sarit Kraus}, title = {{ATTAIN:} Attention-based Time-Aware {LSTM} Networks for Disease Progression Modeling}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {4369--4375}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/607}, doi = {10.24963/IJCAI.2019/607}, timestamp = {Wed, 20 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ZhangYIC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ShenC19, author = {Daniel Shen and Min Chi}, editor = {Vincent Lemaire and Simon Malinowski and Anthony J. Bagnall and Alexis Bondu and Thomas Guyet and Romain Tavenard}, title = {An Initial Study on Adapting {DTW} at Individual Query for Electrocardiogram Analysis}, booktitle = {Advanced Analytics and Learning on Temporal Data - 4th {ECML} {PKDD} Workshop, {AALTD} 2019, W{\"{u}}rzburg, Germany, September 20, 2019, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {11986}, pages = {213--228}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-39098-3\_16}, doi = {10.1007/978-3-030-39098-3\_16}, timestamp = {Wed, 02 Sep 2020 16:33:16 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/ShenC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigcse/ZhiPMMBC19, author = {Rui Zhi and Thomas W. Price and Samiha Marwan and Alexandra Milliken and Tiffany Barnes and Min Chi}, editor = {Elizabeth K. Hawthorne and Manuel A. P{\'{e}}rez{-}Qui{\~{n}}ones and Sarah Heckman and Jian Zhang}, title = {Exploring the Impact of Worked Examples in a Novice Programming Environment}, booktitle = {Proceedings of the 50th {ACM} Technical Symposium on Computer Science Education, {SIGCSE} 2019, Minneapolis, MN, USA, February 27 - March 02, 2019}, pages = {98--104}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3287324.3287385}, doi = {10.1145/3287324.3287385}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sigcse/ZhiPMMBC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/ShenMLBC18, author = {Shitian Shen and Behrooz Mostafavi and Collin F. Lynch and Tiffany Barnes and Min Chi}, editor = {Carolyn Penstein Ros{\'{e}} and Roberto Mart{\'{\i}}nez Maldonado and Heinz Ulrich Hoppe and Rose Luckin and Manolis Mavrikis and Kaska Porayska{-}Pomsta and Bruce M. McLaren and Benedict du Boulay}, title = {Empirically Evaluating the Effectiveness of {POMDP} vs. {MDP} Towards the Pedagogical Strategies Induction}, booktitle = {Artificial Intelligence in Education - 19th International Conference, {AIED} 2018, London, UK, June 27-30, 2018, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {10948}, pages = {327--331}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-93846-2\_61}, doi = {10.1007/978-3-319-93846-2\_61}, timestamp = {Thu, 08 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aied/ShenMLBC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/YangZC18, author = {Xi Yang and Yuan Zhang and Min Chi}, editor = {Naoki Abe and Huan Liu and Calton Pu and Xiaohua Hu and Nesreen K. Ahmed and Mu Qiao and Yang Song and Donald Kossmann and Bing Liu and Kisung Lee and Jiliang Tang and Jingrui He and Jeffrey S. Saltz}, title = {Time-aware Subgroup Matrix Decomposition: Imputing Missing Data Using Forecasting Events}, booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018), Seattle, WA, USA, December 10-13, 2018}, pages = {1524--1533}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/BigData.2018.8622436}, doi = {10.1109/BIGDATA.2018.8622436}, timestamp = {Wed, 20 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/YangZC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/LinZICAHC18, author = {Chen Lin and Yuan Zhang and Julie S. Ivy and Muge Capan and Ryan Arnold and Jeanne M. Huddleston and Min Chi}, title = {Early Diagnosis and Prediction of Sepsis Shock by Combining Static and Dynamic Information Using Convolutional-LSTM}, booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI} 2018, New York City, NY, USA, June 4-7, 2018}, pages = {219--228}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICHI.2018.00032}, doi = {10.1109/ICHI.2018.00032}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ichi/LinZICAHC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ichi/KhoshnevisanICA18, author = {Farzaneh Khoshnevisan and Julie S. Ivy and Muge Capan and Ryan Arnold and Jeanne Huddleston and Min Chi}, title = {Recent Temporal Pattern Mining for Septic Shock Early Prediction}, booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI} 2018, New York City, NY, USA, June 4-7, 2018}, pages = {229--240}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICHI.2018.00033}, doi = {10.1109/ICHI.2018.00033}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ichi/KhoshnevisanICA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/KimC18, author = {Yeo{-}Jin Kim and Min Chi}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Temporal Belief Memory: Imputing Missing Data during {RNN} Training}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {2326--2332}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/322}, doi = {10.24963/IJCAI.2018/322}, timestamp = {Tue, 20 Aug 2019 16:19:08 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/KimC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/um/ShenAMC18, author = {Shitian Shen and Markel Sanz Ausin and Behrooz Mostafavi and Min Chi}, editor = {Tanja Mitrovic and Jie Zhang and Li Chen and David Chin}, title = {Improving Learning {\&} Reducing Time: {A} Constrained Action-Based Reinforcement Learning Approach}, booktitle = {Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, {UMAP} 2018, Singapore, July 08-11, 2018}, pages = {43--51}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3209219.3209232}, doi = {10.1145/3209219.3209232}, timestamp = {Wed, 21 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/um/ShenAMC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcs/ChooYC17, author = {Euijin Choo and Ting Yu and Min Chi}, title = {Detecting opinion spammer groups and spam targets through community discovery and sentiment analysis}, journal = {J. Comput. Secur.}, volume = {25}, number = {3}, pages = {283--318}, year = {2017}, url = {https://doi.org/10.3233/JCS-16941}, doi = {10.3233/JCS-16941}, timestamp = {Mon, 04 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcs/ChooYC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/LinC17, author = {Chen Lin and Min Chi}, editor = {Elisabeth Andr{\'{e}} and Ryan S. Baker and Xiangen Hu and Ma. Mercedes T. Rodrigo and Benedict du Boulay}, title = {A Comparisons of BKT, {RNN} and {LSTM} for Learning Gain Prediction}, booktitle = {Artificial Intelligence in Education - 18th International Conference, {AIED} 2017, Wuhan, China, June 28 - July 1, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10331}, pages = {536--539}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-61425-0\_58}, doi = {10.1007/978-3-319-61425-0\_58}, timestamp = {Sat, 30 Sep 2023 09:33:58 +0200}, biburl = {https://dblp.org/rec/conf/aied/LinC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/ZhangLCICH17, author = {Yuan Zhang and Chen Lin and Min Chi and Julie S. Ivy and Muge Capan and Jeanne M. Huddleston}, editor = {Jian{-}Yun Nie and Zoran Obradovic and Toyotaro Suzumura and Rumi Ghosh and Raghunath Nambiar and Chonggang Wang and Hui Zang and Ricardo Baeza{-}Yates and Xiaohua Hu and Jeremy Kepner and Alfredo Cuzzocrea and Jian Tang and Masashi Toyoda}, title = {{LSTM} for septic shock: Adding unreliable labels to reliable predictions}, booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017), Boston, MA, USA, December 11-14, 2017}, pages = {1233--1242}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/BigData.2017.8258049}, doi = {10.1109/BIGDATA.2017.8258049}, timestamp = {Fri, 19 Nov 2021 16:08:20 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/ZhangLCICH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cogsci/ZhouC17, author = {Guojing Zhou and Min Chi}, editor = {Glenn Gunzelmann and Andrew Howes and Thora Tenbrink and Eddy J. Davelaar}, title = {The Impact of Decision Agency {\&} Granularity on Aptitude Treatment Interaction in Tutoring}, booktitle = {Proceedings of the 39th Annual Meeting of the Cognitive Science Society, CogSci 2017, London, UK, 16-29 July 2017}, publisher = {cognitivesciencesociety.org}, year = {2017}, url = {https://mindmodeling.org/cogsci2017/papers/0689/index.html}, timestamp = {Wed, 17 Apr 2024 12:43:29 +0200}, biburl = {https://dblp.org/rec/conf/cogsci/ZhouC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/BeckCB17, author = {Joseph Beck and Min Chi and Ryan S. Baker}, editor = {Xiangen Hu and Tiffany Barnes and Arnon Hershkovitz and Luc Paquette}, title = {Workshop proposal: deep learning for educational data mining}, booktitle = {Proceedings of the 10th International Conference on Educational Data Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017}, publisher = {International Educational Data Mining Society {(IEDMS)}}, year = {2017}, url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_15.pdf}, timestamp = {Mon, 30 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/BeckCB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/ShenC17, author = {Shitian Shen and Min Chi}, editor = {Xiangen Hu and Tiffany Barnes and Arnon Hershkovitz and Luc Paquette}, title = {Clustering Student Sequential Trajectories Using Dynamic Time Wrapping}, booktitle = {Proceedings of the 10th International Conference on Educational Data Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017}, publisher = {International Educational Data Mining Society {(IEDMS)}}, year = {2017}, url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_94.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/ShenC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/XueLC17, author = {Linting Xue and Collin F. Lynch and Min Chi}, editor = {Xiangen Hu and Tiffany Barnes and Arnon Hershkovitz and Luc Paquette}, title = {Mining Innovative Augmented Graph Grammars for Argument Diagrams through Novelty Selection}, booktitle = {Proceedings of the 10th International Conference on Educational Data Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017}, publisher = {International Educational Data Mining Society {(IEDMS)}}, year = {2017}, url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_107.pdf}, timestamp = {Thu, 08 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/edm/XueLC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/ZhouWLC17, author = {Guojing Zhou and Jianxun Wang and Collin F. Lynch and Min Chi}, editor = {Xiangen Hu and Tiffany Barnes and Arnon Hershkovitz and Luc Paquette}, title = {Towards Closing the Loop: Bridging Machine-induced Pedagogical Policies to Learning Theories}, booktitle = {Proceedings of the 10th International Conference on Educational Data Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017}, publisher = {International Educational Data Mining Society {(IEDMS)}}, year = {2017}, url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_116.pdf}, timestamp = {Fri, 15 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/ZhouWLC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cogsci/ZhouLPBC16, author = {Guojing Zhou and Collin F. Lynch and Thomas W. Price and Tiffany Barnes and Min Chi}, editor = {Anna Papafragou and Daniel Grodner and Daniel Mirman and John C. Trueswell}, title = {The Impact of Granularity on the Effectiveness of Students' Pedagogical Decisions}, booktitle = {Proceedings of the 38th Annual Meeting of the Cognitive Science Society, Recogbizing and Representing Events, CogSci 2016, Philadelphia, PA, USA, August 10-13, 2016}, publisher = {cognitivesciencesociety.org}, year = {2016}, url = {https://mindmodeling.org/cogsci2016/papers/0482/index.html}, timestamp = {Wed, 17 Apr 2024 12:43:40 +0200}, biburl = {https://dblp.org/rec/conf/cogsci/ZhouLPBC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/XueLC16, author = {Linting Xue and Collin F. Lynch and Min Chi}, editor = {Tiffany Barnes and Min Chi and Mingyu Feng}, title = {Unnatural Feature Engineering: Evolving Augmented Graph Grammars for Argument Diagrams}, booktitle = {Proceedings of the 9th International Conference on Educational Data Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2, 2016}, pages = {255--262}, publisher = {International Educational Data Mining Society {(IEDMS)}}, year = {2016}, url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_137.pdf}, timestamp = {Thu, 08 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/edm/XueLC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/ShenC16, author = {Shitian Shen and Min Chi}, editor = {Tiffany Barnes and Min Chi and Mingyu Feng}, title = {Aim Low: Correlation-based Feature Selection for Model-based Reinforcement Learning}, booktitle = {Proceedings of the 9th International Conference on Educational Data Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2, 2016}, pages = {507--512}, publisher = {International Educational Data Mining Society {(IEDMS)}}, year = {2016}, url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_135.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/ShenC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/ZhangSC16, author = {Yuan Zhang and Rajat Shah and Min Chi}, editor = {Tiffany Barnes and Min Chi and Mingyu Feng}, title = {Deep Learning + Student Modeling + Clustering: a Recipe for Effective Automatic Short Answer Grading}, booktitle = {Proceedings of the 9th International Conference on Educational Data Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2, 2016}, pages = {562--567}, publisher = {International Educational Data Mining Society {(IEDMS)}}, year = {2016}, url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_61.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/ZhangSC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gecco/LynchXC16, author = {Collin F. Lynch and Linting Xue and Min Chi}, editor = {Tobias Friedrich and Frank Neumann and Andrew M. Sutton}, title = {Evolving Augmented Graph Grammars for Argument Analysis}, booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2016, Denver, CO, USA, July 20-24, 2016, Companion Material Proceedings}, pages = {65--66}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2908961.2908994}, doi = {10.1145/2908961.2908994}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/gecco/LynchXC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/its/LinC16, author = {Chen Lin and Min Chi}, editor = {Alessandro Micarelli and John C. Stamper and Kitty Panourgia}, title = {Intervention-BKT: Incorporating Instructional Interventions into Bayesian Knowledge Tracing}, booktitle = {Intelligent Tutoring Systems - 13th International Conference, {ITS} 2016, Zagreb, Croatia, June 7-10, 2016. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9684}, pages = {208--218}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-39583-8\_20}, doi = {10.1007/978-3-319-39583-8\_20}, timestamp = {Thu, 14 Oct 2021 09:58:59 +0200}, biburl = {https://dblp.org/rec/conf/its/LinC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/um/ShenC16, author = {Shitian Shen and Min Chi}, editor = {Julita Vassileva and James Blustein and Lora Aroyo and Sidney K. D'Mello}, title = {Reinforcement Learning: the Sooner the Better, or the Later the Better?}, booktitle = {Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, {UMAP} 2016, Halifax, NS, Canada, July 13 - 17, 2016}, pages = {37--44}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2930238.2930247}, doi = {10.1145/2930238.2930247}, timestamp = {Tue, 06 Nov 2018 16:57:29 +0100}, biburl = {https://dblp.org/rec/conf/um/ShenC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/um/LinSC16, author = {Chen Lin and Shitian Shen and Min Chi}, editor = {Julita Vassileva and James Blustein and Lora Aroyo and Sidney K. D'Mello}, title = {Incorporating Student Response Time and Tutor Instructional Interventions into Student Modeling}, booktitle = {Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, {UMAP} 2016, Halifax, NS, Canada, July 13 - 17, 2016}, pages = {157--161}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2930238.2930291}, doi = {10.1145/2930238.2930291}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/um/LinSC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/edm/2016, editor = {Tiffany Barnes and Min Chi and Mingyu Feng}, title = {Proceedings of the 9th International Conference on Educational Data Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2, 2016}, publisher = {International Educational Data Mining Society {(IEDMS)}}, year = {2016}, url = {http://educationaldatamining.org/EDM2016/proceedings.html}, timestamp = {Tue, 09 Aug 2016 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/edm/2016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/MostafaviZLCB15, author = {Behrooz Mostafavi and Guojing Zhou and Collin F. Lynch and Min Chi and Tiffany Barnes}, editor = {Cristina Conati and Neil T. Heffernan and Antonija Mitrovic and M. Felisa Verdejo}, title = {Data-Driven Worked Examples Improve Retention and Completion in a Logic Tutor}, booktitle = {Artificial Intelligence in Education - 17th International Conference, {AIED} 2015, Madrid, Spain, June 22-26, 2015. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9112}, pages = {726--729}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-19773-9\_102}, doi = {10.1007/978-3-319-19773-9\_102}, timestamp = {Thu, 23 Jun 2022 19:58:27 +0200}, biburl = {https://dblp.org/rec/conf/aied/MostafaviZLCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cogsci/ZhouPLBC15, author = {Guojing Zhou and Thomas W. Price and Collin F. Lynch and Tiffany Barnes and Min Chi}, editor = {David C. Noelle and Rick Dale and Anne S. Warlaumont and Jeff Yoshimi and Teenie Matlock and Carolyn D. Jennings and Paul P. Maglio}, title = {The Impact of Granularity on Worked Examples and Problem Solving}, booktitle = {Proceedings of the 37th Annual Meeting of the Cognitive Science Society, CogSci 2015, Pasadena, California, USA, July 22-25, 2015}, publisher = {cognitivesciencesociety.org}, year = {2015}, url = {https://mindmodeling.org/cogsci2015/papers/0482/index.html}, timestamp = {Wed, 17 Apr 2024 12:43:49 +0200}, biburl = {https://dblp.org/rec/conf/cogsci/ZhouPLBC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dbsec/ChooYC15, author = {Euijin Choo and Ting Yu and Min Chi}, editor = {Pierangela Samarati}, title = {Detecting Opinion Spammer Groups Through Community Discovery and Sentiment Analysis}, booktitle = {Data and Applications Security and Privacy {XXIX} - 29th Annual {IFIP} {WG} 11.3 Working Conference, DBSec 2015, Fairfax, VA, USA, July 13-15, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9149}, pages = {170--187}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-20810-7\_11}, doi = {10.1007/978-3-319-20810-7\_11}, timestamp = {Mon, 04 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dbsec/ChooYC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/LynchPCB15, author = {Collin F. Lynch and Thomas W. Price and Min Chi and Tiffany Barnes}, editor = {Kaska Porayska{-}Pomsta and Katrien Verbert}, title = {Using the Hint Factory to Compare Model-Based Tutoring Systems}, booktitle = {Workshops Proceedings of {EDM} 2015 8th International Conference on Educational Data Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015}, series = {{CEUR} Workshop Proceedings}, volume = {1446}, publisher = {CEUR-WS.org}, year = {2015}, url = {https://ceur-ws.org/Vol-1446/GEDM\_2015\_Submission\_3.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:19 +0100}, biburl = {https://dblp.org/rec/conf/edm/LynchPCB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/PriceLBC15, author = {Thomas W. Price and Collin F. Lynch and Tiffany Barnes and Min Chi}, editor = {Olga C. Santos and Jesus Boticario and Crist{\'{o}}bal Romero and Mykola Pechenizkiy and Agathe Merceron and Piotr Mitros and Jos{\'{e}} Mar{\'{\i}}a Luna and Marian Cristian Mihaescu and Pablo Moreno and Arnon Hershkovitz and Sebasti{\'{a}}n Ventura and Michel C. Desmarais}, title = {An Improved Data-Driven Hint Selection Algorithm for Probability Tutors}, booktitle = {Proceedings of the 8th International Conference on Educational Data Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015}, pages = {610--611}, publisher = {International Educational Data Mining Society {(IEDMS)}}, year = {2015}, url = {http://www.educationaldatamining.org/EDM2015/proceedings/poster610-611.pdf}, timestamp = {Tue, 23 Aug 2022 09:19:48 +0200}, biburl = {https://dblp.org/rec/conf/edm/PriceLBC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/XueLC15, author = {Linting Xue and Collin F. Lynch and Min Chi}, editor = {Kaska Porayska{-}Pomsta and Katrien Verbert}, title = {Graph Grammar Induction via Evolutionary Computation}, booktitle = {Workshops Proceedings of {EDM} 2015 8th International Conference on Educational Data Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015}, series = {{CEUR} Workshop Proceedings}, volume = {1446}, publisher = {CEUR-WS.org}, year = {2015}, url = {https://ceur-ws.org/Vol-1446/GEDM2015\_proc.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/XueLC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/ChiSBC14, author = {Min Chi and Daniel L. Schwartz and Kristen Pilner Blair and Doris B. Chin}, editor = {John C. Stamper and Zachary A. Pardos and Manolis Mavrikis and Bruce M. McLaren}, title = {Choice-based Assessment: Can Choices Made in Digital Games Predict 6th-Grade Students' Math Test Scores?}, booktitle = {Proceedings of the 7th International Conference on Educational Data Mining, {EDM} 2014, London, UK, July 4-7, 2014}, pages = {36--43}, publisher = {International Educational Data Mining Society {(IEDMS)}}, year = {2014}, url = {http://www.educationaldatamining.org/EDM2014/uploads/procs2014/longpapers/36\_EDM-2014-Full.pdf}, timestamp = {Thu, 05 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/ChiSBC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icls/HallinenCCS14, author = {Nicole R. Hallinen and Julius Cheng and Min Chi and Daniel L. Schwartz}, editor = {William R. Penuel and A. Susan Jurow and Kevin O'Connor}, title = {Tug of War: What is it Good For? Measuring Student Inquiry Choices in an Online Science Game}, booktitle = {Learning and Becoming in Practice: Proceedings of the 11th International Conference of the Learning Sciences, {ICLS} 2014, Boulder, Colorado, USA, June 23-27, 2014}, publisher = {International Society of the Learning Sciences}, year = {2014}, url = {https://repository.isls.org/handle/1/1079}, timestamp = {Thu, 05 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icls/HallinenCCS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/its/ChiJV14, author = {Min Chi and Pamela W. Jordan and Kurt VanLehn}, editor = {Stefan Trausan{-}Matu and Kristy Elizabeth Boyer and Martha E. Crosby and Kitty Panourgia}, title = {When Is Tutorial Dialogue More Effective Than Step-Based Tutoring?}, booktitle = {Intelligent Tutoring Systems - 12th International Conference, {ITS} 2014, Honolulu, HI, USA, June 5-9, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8474}, pages = {210--219}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-07221-0\_25}, doi = {10.1007/978-3-319-07221-0\_25}, timestamp = {Wed, 25 Sep 2019 18:06:32 +0200}, biburl = {https://dblp.org/rec/conf/its/ChiJV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/its/LynchAC14, author = {Collin F. Lynch and Kevin D. Ashley and Min Chi}, editor = {Stefan Trausan{-}Matu and Kristy Elizabeth Boyer and Martha E. Crosby and Kitty Panourgia}, title = {Can Diagrams Predict Essay Grades?}, booktitle = {Intelligent Tutoring Systems - 12th International Conference, {ITS} 2014, Honolulu, HI, USA, June 5-9, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8474}, pages = {260--265}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-07221-0\_32}, doi = {10.1007/978-3-319-07221-0\_32}, timestamp = {Sun, 21 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/its/LynchAC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigecom/ChooYCS14, author = {Euijin Choo and Ting Yu and Min Chi and Yan Sun}, editor = {Moshe Babaioff and Vincent Conitzer and David A. Easley}, title = {Revealing and incorporating implicit communities to improve recommender systems}, booktitle = {{ACM} Conference on Economics and Computation, {EC} '14, Stanford , CA, USA, June 8-12, 2014}, pages = {489--506}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2600057.2602906}, doi = {10.1145/2600057.2602906}, timestamp = {Mon, 04 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigecom/ChooYCS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/um/2014w, editor = {Iv{\'{a}}n Cantador and Min Chi and Rosta Farzan and Robert J{\"{a}}schke}, title = {Posters, Demos, Late-breaking Results and Workshop Proceedings of the 22nd Conference on User Modeling, Adaptation, and Personalization co-located with the 22nd Conference on User Modeling, Adaptation, and Personalization (UMAP2014), Aalborg, Denmark, July 7-11, 2014}, series = {{CEUR} Workshop Proceedings}, volume = {1181}, publisher = {CEUR-WS.org}, year = {2014}, url = {https://ceur-ws.org/Vol-1181}, urn = {urn:nbn:de:0074-1181-4}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/um/2014w.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aiedu/ChiVLJ11, author = {Min Chi and Kurt VanLehn and Diane J. Litman and Pamela W. Jordan}, title = {An Evaluation of Pedagogical Tutorial Tactics for a Natural Language Tutoring System: {A} Reinforcement Learning Approach}, journal = {Int. J. Artif. Intell. Educ.}, volume = {21}, number = {1-2}, pages = {83--113}, year = {2011}, url = {https://doi.org/10.3233/JAI-2011-014}, doi = {10.3233/JAI-2011-014}, timestamp = {Tue, 29 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aiedu/ChiVLJ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/umuai/ChiVLJ11, author = {Min Chi and Kurt VanLehn and Diane J. Litman and Pamela W. Jordan}, title = {Empirically evaluating the application of reinforcement learning to the induction of effective and adaptive pedagogical strategies}, journal = {User Model. User Adapt. Interact.}, volume = {21}, number = {1-2}, pages = {137--180}, year = {2011}, url = {https://doi.org/10.1007/s11257-010-9093-1}, doi = {10.1007/S11257-010-9093-1}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/umuai/ChiVLJ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/ChiKGJV11, author = {Min Chi and Kenneth R. Koedinger and Geoffrey J. Gordon and Pamela W. Jordan and Kurt VanLehn}, editor = {Mykola Pechenizkiy and Toon Calders and Cristina Conati and Sebasti{\'{a}}n Ventura and Crist{\'{o}}bal Romero and John C. Stamper}, title = {Instructional Factors Analysis: {A} Cognitive Model For Multiple Instructional Interventions}, booktitle = {Proceedings of the 4th International Conference on Educational Data Mining, Eindhoven, The Netherlands, July 6-8, 2011}, pages = {61--70}, publisher = {www.educationaldatamining.org}, year = {2011}, url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper1\_full\_Chi.pdf}, timestamp = {Tue, 23 Aug 2022 09:19:48 +0200}, biburl = {https://dblp.org/rec/conf/edm/ChiKGJV11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/GowdaRBCK11, author = {Sujith M. Gowda and Jonathan P. Rowe and Ryan Shaun Joazeiro de Baker and Min Chi and Kenneth R. Koedinger}, editor = {Mykola Pechenizkiy and Toon Calders and Cristina Conati and Sebasti{\'{a}}n Ventura and Crist{\'{o}}bal Romero and John C. Stamper}, title = {Improving Models of Slipping, Guessing, and Moment-By-Moment Learning with Estimates of Skill Difficulty}, booktitle = {Proceedings of the 4th International Conference on Educational Data Mining, Eindhoven, The Netherlands, July 6-8, 2011}, pages = {199--208}, publisher = {www.educationaldatamining.org}, year = {2011}, url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper16\_full\_Gowda.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/GowdaRBCK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ets/ChiV10, author = {Min Chi and Kurt VanLehn}, title = {Meta-Cognitive Strategy Instruction in Intelligent Tutoring Systems: How, When, and Why}, journal = {J. Educ. Technol. Soc.}, volume = {13}, number = {1}, pages = {25--39}, year = {2010}, url = {http://www.ifets.info/abstract.php?art\_id=1015}, timestamp = {Mon, 16 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ets/ChiV10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/its/ChiVL10, author = {Min Chi and Kurt VanLehn and Diane J. Litman}, editor = {Vincent Aleven and Judy Kay and Jack Mostow}, title = {Do Micro-Level Tutorial Decisions Matter: Applying Reinforcement Learning to Induce Pedagogical Tutorial Tactics}, booktitle = {Intelligent Tutoring Systems, 10th International Conference, {ITS} 2010, Pittsburgh, PA, USA, June 14-18, 2010, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6094}, pages = {224--234}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-13388-6\_27}, doi = {10.1007/978-3-642-13388-6\_27}, timestamp = {Tue, 14 May 2019 10:00:48 +0200}, biburl = {https://dblp.org/rec/conf/its/ChiVL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/um/ChiVLJ10, author = {Min Chi and Kurt VanLehn and Diane J. Litman and Pamela W. Jordan}, editor = {Paul De Bra and Alfred Kobsa and David N. Chin}, title = {Inducing Effective Pedagogical Strategies Using Learning Context Features}, booktitle = {User Modeling, Adaptation, and Personalization, 18th International Conference, {UMAP} 2010, Big Island, HI, USA, June 20-24, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6075}, pages = {147--158}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-13470-8\_15}, doi = {10.1007/978-3-642-13470-8\_15}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/um/ChiVLJ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/ChiJVL09, author = {Min Chi and Pamela W. Jordan and Kurt VanLehn and Diane J. Litman}, editor = {Vania Dimitrova and Riichiro Mizoguchi and Benedict du Boulay and Arthur C. Graesser}, title = {To Elicit Or To Tell: Does It Matter?}, booktitle = {Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling, Proceedings of the 14th International Conference on Artificial Intelligence in Education, {AIED} 2009, July 6-10, 2009, Brighton, {UK}}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {200}, pages = {197--204}, publisher = {{IOS} Press}, year = {2009}, url = {https://doi.org/10.3233/978-1-60750-028-5-197}, doi = {10.3233/978-1-60750-028-5-197}, timestamp = {Tue, 23 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aied/ChiJVL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/ChiJVH08, author = {Min Chi and Pamela W. Jordan and Kurt VanLehn and Moses Hall}, editor = {Ryan Shaun Joazeiro de Baker and Tiffany Barnes and Joseph E. Beck}, title = {Reinforcement Learning-based Feature Seleciton For Developing Pedagogically Effective Tutorial Dialogue Tactics}, booktitle = {Educational Data Mining 2008, The 1st International Conference on Educational Data Mining, Montreal, Qu{\'{e}}bec, Canada, June 20-21, 2008. Proceedings}, pages = {258--265}, publisher = {www.educationaldatamining.org}, year = {2008}, url = {http://www.educationaldatamining.org/EDM2008/uploads/proc/30\_Chi\_36.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/ChiJVH08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/its/ChiV08, author = {Min Chi and Kurt VanLehn}, editor = {Beverly Park Woolf and Esma A{\"{\i}}meur and Roger Nkambou and Susanne P. Lajoie}, title = {Eliminating the Gap between the High and Low Students through Meta-cognitive Strategy Instruction}, booktitle = {Intelligent Tutoring Systems, 9th International Conference, {ITS} 2008, Montreal, Canada, June 23-27, 2008, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5091}, pages = {603--613}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-69132-7\_63}, doi = {10.1007/978-3-540-69132-7\_63}, timestamp = {Tue, 14 May 2019 10:00:48 +0200}, biburl = {https://dblp.org/rec/conf/its/ChiV08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/ChiV07, author = {Min Chi and Kurt VanLehn}, editor = {Rosemary Luckin and Kenneth R. Koedinger and Jim E. Greer}, title = {Accelerated Future Learning via Explicit Instruction of a Problem Solving Strategy}, booktitle = {Artificial Intelligence in Education, Building Technology Rich Learning Contexts That Work, Proceedings of the 13th International Conference on Artificial Intelligence in Education, {AIED} 2007, July 9-13, 2007, Los Angeles, California, {USA}}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {158}, pages = {409--416}, publisher = {{IOS} Press}, year = {2007}, url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=6809}, timestamp = {Wed, 14 Mar 2012 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aied/ChiV07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/ChiV07a, author = {Min Chi and Kurt VanLehn}, editor = {Rosemary Luckin and Kenneth R. Koedinger and Jim E. Greer}, title = {Domain-Specific and Domain-Independent Interactive Behaviors in Andes}, booktitle = {Artificial Intelligence in Education, Building Technology Rich Learning Contexts That Work, Proceedings of the 13th International Conference on Artificial Intelligence in Education, {AIED} 2007, July 9-13, 2007, Los Angeles, California, {USA}}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {158}, pages = {548--550}, publisher = {{IOS} Press}, year = {2007}, timestamp = {Thu, 12 Feb 2009 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aied/ChiV07a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aied/ChiV07b, author = {Min Chi and Kurt VanLehn}, editor = {Rosemary Luckin and Kenneth R. Koedinger and Jim E. Greer}, title = {Porting an Intelligent Tutoring System across Domains}, booktitle = {Artificial Intelligence in Education, Building Technology Rich Learning Contexts That Work, Proceedings of the 13th International Conference on Artificial Intelligence in Education, {AIED} 2007, July 9-13, 2007, Los Angeles, California, {USA}}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {158}, pages = {551--553}, publisher = {{IOS} Press}, year = {2007}, timestamp = {Thu, 12 Feb 2009 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aied/ChiV07b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/its/VanLehnBCLSSTTWW04, author = {Kurt VanLehn and Dumiszewe Bhembe and Min Chi and Collin F. Lynch and Kay G. Schulze and Robert Shelby and Linwood Taylor and Donald Treacy and Anders Weinstein and Mary Wintersgill}, editor = {James C. Lester and Rosa Maria Vicari and F{\'{a}}bio Paragua{\c{c}}u}, title = {Implicit Versus Explicit Learning of Strategies in a Non-procedural Cognitive Skill}, booktitle = {Intelligent Tutoring Systems, 7th International Conference, {ITS} 2004, Macei{\`{o}}, Alagoas, Brazil, August 30 - September 3, 2004, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3220}, pages = {521--530}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30139-4\_49}, doi = {10.1007/978-3-540-30139-4\_49}, timestamp = {Thu, 08 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/its/VanLehnBCLSSTTWW04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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