BibTeX records: Ivon Arroyo

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@article{DBLP:journals/tbbis/RuizYAJJMMDASAWBB23,
  author       = {Nataniel Ruiz and
                  Hao Yu and
                  Danielle Allessio and
                  Mona Jalal and
                  Ajjen Joshi and
                  Tom Murray and
                  John J. Magee and
                  Kevin Delgado and
                  Vitaly Ablavsky and
                  Stan Sclaroff and
                  Ivon Arroyo and
                  Beverly P. Woolf and
                  Sarah Adel Bargal and
                  Margrit Betke},
  title        = {{ATL-BP:} {A} Student Engagement Dataset and Model for Affect Transfer
                  Learning for Behavior Prediction},
  journal      = {{IEEE} Trans. Biom. Behav. Identity Sci.},
  volume       = {5},
  number       = {3},
  pages        = {411--424},
  year         = {2023},
  url          = {https://doi.org/10.1109/TBIOM.2022.3210479},
  doi          = {10.1109/TBIOM.2022.3210479},
  timestamp    = {Tue, 27 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tbbis/RuizYAJJMMDASAWBB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkl/ArroyoCCSOM23,
  author       = {Ivon Arroyo and
                  Avery Harrison Closser and
                  Francisco Castro and
                  Hannah Smith and
                  Erin Ottmar and
                  Matthew Micciolo},
  title        = {The WearableLearning Platform: {A} Computational Thinking Tool Supporting
                  Game Design and Active Play},
  journal      = {Technol. Knowl. Learn.},
  volume       = {28},
  number       = {4},
  pages        = {1815--1824},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10758-022-09601-1},
  doi          = {10.1007/S10758-022-09601-1},
  timestamp    = {Sat, 14 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkl/ArroyoCCSOM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/WoolfBYBAMAR23,
  author       = {Beverly P. Woolf and
                  Margrit Betke and
                  Hao Yu and
                  Sarah Adel Bargal and
                  Ivon Arroyo and
                  John J. Magee and
                  Danielle Allessio and
                  William Rebelsky},
  editor       = {Danielle R. Thomas and
                  Jionghao Lin and
                  Kenneth R. Koedinger},
  title        = {Face Readers: The Frontier of Computer Vision and Math Learning},
  booktitle    = {Proceedings of the Workshop "Towards the Future of AI-augmented Human
                  Tutoring in Math Learning" co-located with The 24th International
                  Conference on Artificial Intelligence in Education {(AIED} 2023),
                  Tokyo, Japan, July 3, 2023},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3491},
  pages        = {24--36},
  publisher    = {CEUR-WS.org},
  year         = {2023},
  url          = {https://ceur-ws.org/Vol-3491/paper3.pdf},
  timestamp    = {Tue, 27 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/WoolfBYBAMAR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/Gattupalli0ACAW23,
  author       = {Sai Satish Gattupalli and
                  Will Lee and
                  Danielle Allessio and
                  Danielle Crabtree and
                  Ivon Arroyo and
                  Beverly P. Woolf},
  editor       = {Steven Moore and
                  John C. Stamper and
                  Richard Tong and
                  Chen Cao and
                  Zitao Liu and
                  Xiangen Hu and
                  Yu Lu and
                  Joleen Liang and
                  Hassan Khosravi and
                  Paul Denny and
                  Anjali Singh and
                  Chris Brooks},
  title        = {Exploring Pre-Service Teachers' Perceptions of Large Language Models-Generated
                  Hints in Online Mathematics Learning},
  booktitle    = {Proceedings of the Workshop on Empowering Education with LLMs - the
                  Next-Gen Interface and Content Generation 2023 co-located with 24th
                  International Conference on Artificial Intelligence in Education {(AIED}
                  2023), Tokyo, Japan, July 7, 2023},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3487},
  pages        = {151--162},
  publisher    = {CEUR-WS.org},
  year         = {2023},
  url          = {https://ceur-ws.org/Vol-3487/paper10.pdf},
  timestamp    = {Sun, 26 Nov 2023 13:55:41 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/Gattupalli0ACAW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/GattupalliCCA23,
  author       = {Sai Gattupalli and
                  Poulomi Chakravarty and
                  Urjani Chakravarty and
                  Ivon Arroyo},
  editor       = {Maiga Chang and
                  Nian{-}Shing Chen and
                  Rita Kuo and
                  George Rudolph and
                  Demetrios G. Sampson and
                  Ahmed Tlili},
  title        = {WhatsApp Communities: Educational Use Cases},
  booktitle    = {{IEEE} International Conference on Advanced Learning Technologies,
                  {ICALT} 2023, Orem, UT, USA, July 10-13, 2023},
  pages        = {94--96},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICALT58122.2023.00033},
  doi          = {10.1109/ICALT58122.2023.00033},
  timestamp    = {Wed, 11 Oct 2023 10:11:29 +0200},
  biburl       = {https://dblp.org/rec/conf/icalt/GattupalliCCA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/RasulCA23,
  author       = {Injila Rasul and
                  Francisco Castro and
                  Ivon Arroyo},
  editor       = {Claude Frasson and
                  Phivos Mylonas and
                  Christos Troussas},
  title        = {Towards Embodied Wearable Intelligent Tutoring Systems},
  booktitle    = {Augmented Intelligence and Intelligent Tutoring Systems - 19th International
                  Conference, {ITS} 2023, Corfu, Greece, June 2-5, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13891},
  pages        = {298--306},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-32883-1\_26},
  doi          = {10.1007/978-3-031-32883-1\_26},
  timestamp    = {Sat, 02 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/its/RasulCA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/YuA0RS0MAWBB23,
  author       = {Hao Yu and
                  Danielle A. Allessio and
                  Will Lee and
                  William Rebelsky and
                  Frank Sylvia and
                  Tom Murray and
                  John J. Magee and
                  Ivon Arroyo and
                  Beverly P. Woolf and
                  Sarah Adel Bargal and
                  Margrit Betke},
  editor       = {Abdulmotaleb El{-}Saddik and
                  Tao Mei and
                  Rita Cucchiara and
                  Marco Bertini and
                  Diana Patricia Tobon Vallejo and
                  Pradeep K. Atrey and
                  M. Shamim Hossain},
  title        = {{COVES:} {A} Cognitive-Affective Deep Model that Personalizes Math
                  Problem Difficulty in Real Time and Improves Student Engagement with
                  an Online Tutor},
  booktitle    = {Proceedings of the 31st {ACM} International Conference on Multimedia,
                  {MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023},
  pages        = {6152--6160},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3581783.3613965},
  doi          = {10.1145/3581783.3613965},
  timestamp    = {Tue, 27 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mm/YuA0RS0MAWBB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/CastroRCHOA23,
  author       = {Francisco Castro and
                  Sahitya Raipura and
                  Heather M. Conboy and
                  Peter J. Haas and
                  Leon J. Osterweil and
                  Ivon Arroyo},
  editor       = {Maureen Doyle and
                  Ben Stephenson and
                  Brian Dorn and
                  Leen{-}Kiat Soh and
                  Lina Battestilli},
  title        = {Piloting an Interactive Ethics and Responsible Computing Learning
                  Environment in Undergraduate {CS} Courses},
  booktitle    = {Proceedings of the 54th {ACM} Technical Symposium on Computer Science
                  Education, Volume 1, {SIGCSE} 2023, Toronto, ON, Canada, March 15-18,
                  2023},
  pages        = {659--665},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3545945.3569753},
  doi          = {10.1145/3545945.3569753},
  timestamp    = {Fri, 17 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigcse/CastroRCHOA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/LeeARGYABBMSW22,
  author       = {Will Lee and
                  Danielle Allessio and
                  William Rebelsky and
                  Sai Satish Gattupalli and
                  Hao Yu and
                  Ivon Arroyo and
                  Margrit Betke and
                  Sarah Adel Bargal and
                  Tom Murray and
                  Frank Sylvia and
                  Beverly P. Woolf},
  editor       = {Robert A. Sottilare and
                  Jessica Schwarz},
  title        = {Measurements and Interventions to Improve Student Engagement Through
                  Facial Expression Recognition},
  booktitle    = {Adaptive Instructional Systems - 4th International Conference, {AIS}
                  2022, Held as Part of the 24th {HCI} International Conference, {HCII}
                  2022, Virtual Event, June 26 - July 1, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13332},
  pages        = {286--301},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-05887-5\_20},
  doi          = {10.1007/978-3-031-05887-5\_20},
  timestamp    = {Tue, 27 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hci/LeeARGYABBMSW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/GuptaMLRAMWWA21,
  author       = {Ankit Gupta and
                  Neeraj Menon and
                  William Lee and
                  William Rebelsky and
                  Danielle Allessio and
                  Tom Murray and
                  Beverly P. Woolf and
                  Jacob Whitehill and
                  Ivon Arroyo},
  editor       = {Ido Roll and
                  Danielle S. McNamara and
                  Sergey A. Sosnovsky and
                  Rose Luckin and
                  Vania Dimitrova},
  title        = {Affective Teacher Tools: Affective Class Report Card and Dashboard},
  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        = {178--189},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-78292-4\_15},
  doi          = {10.1007/978-3-030-78292-4\_15},
  timestamp    = {Tue, 23 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/GuptaMLRAMWWA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/RuizYAJJMMWAAWS21,
  author       = {Nataniel Ruiz and
                  Hao Yu and
                  Danielle Allessio and
                  Mona Jalal and
                  Ajjen Joshi and
                  Thomas J. Murray and
                  John J. Magee and
                  Jacob Whitehill and
                  Vitaly Ablavsky and
                  Ivon Arroyo and
                  Beverly P. Woolf and
                  Stan Sclaroff and
                  Margrit Betke},
  title        = {Leveraging Affect Transfer Learning for Behavior Prediction in an
                  Intelligent Tutoring System},
  booktitle    = {16th {IEEE} International Conference on Automatic Face and Gesture
                  Recognition, {FG} 2021, Jodhpur, India, December 15-18, 2021},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/FG52635.2021.9667001},
  doi          = {10.1109/FG52635.2021.9667001},
  timestamp    = {Tue, 27 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/fgr/RuizYAJJMMWAAWS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/YuGLABAMMW21,
  author       = {Hao Yu and
                  Ankit Gupta and
                  Will Lee and
                  Ivon Arroyo and
                  Margrit Betke and
                  Danielle Allesio and
                  Tom Murray and
                  John J. Magee and
                  Beverly P. Woolf},
  editor       = {Robert A. Sottilare and
                  Jessica Schwarz},
  title        = {Measuring and Integrating Facial Expressions and Head Pose as Indicators
                  of Engagement and Affect in Tutoring Systems},
  booktitle    = {Adaptive Instructional Systems. Adaptation Strategies and Methods
                  - Third International Conference, {AIS} 2021, Held as Part of the
                  23rd {HCI} International Conference, {HCII} 2021, Virtual Event, July
                  24-29, 2021, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12793},
  pages        = {219--233},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-77873-6\_16},
  doi          = {10.1007/978-3-030-77873-6\_16},
  timestamp    = {Tue, 27 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hci/YuGLABAMMW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/DelgadoOHYAALBW21,
  author       = {Kevin Delgado and
                  Juan Manuel Origgi and
                  Tania Hasanpoor and
                  Hao Yu and
                  Danielle Allessio and
                  Ivon Arroyo and
                  William Lee and
                  Margrit Betke and
                  Beverly P. Woolf and
                  Sarah Adel Bargal},
  title        = {Student Engagement Dataset},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision Workshops,
                  {ICCVW} 2021, Montreal, BC, Canada, October 11-17, 2021},
  pages        = {3621--3629},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICCVW54120.2021.00405},
  doi          = {10.1109/ICCVW54120.2021.00405},
  timestamp    = {Tue, 27 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccvw/DelgadoOHYAALBW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icls/HarrisonSBOA20,
  author       = {Avery Harrison and
                  Hannah Smith and
                  Anthony Botelho and
                  Erin Ottmar and
                  Ivon Arroyo},
  title        = {For Good Measure: Identifying Student Measurement Estimation Strategies
                  Through Actions, Language, and Gesture},
  booktitle    = {Interdisciplinarity in the Learning Sciences: Proceedings of the 14th
                  International Conference of the Learning Sciences, {ICLS} 2020, [Nashville,
                  Tennessee, USA], Online Conference, June 19-23, 2020},
  publisher    = {International Society of the Learning Sciences},
  year         = {2020},
  url          = {https://repository.isls.org/handle/1/6805},
  timestamp    = {Fri, 07 May 2021 15:45:21 +0200},
  biburl       = {https://dblp.org/rec/conf/icls/HarrisonSBOA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05242,
  author       = {Nataniel Ruiz and
                  Mona Jalal and
                  Vitaly Ablavsky and
                  Danielle Allessio and
                  John J. Magee and
                  Jacob Whitehill and
                  Ivon Arroyo and
                  Beverly P. Woolf and
                  Stan Sclaroff and
                  Margrit Betke},
  title        = {Leveraging Affect Transfer Learning for Behavior Prediction in an
                  Intelligent Tutoring System},
  journal      = {CoRR},
  volume       = {abs/2002.05242},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.05242},
  eprinttype    = {arXiv},
  eprint       = {2002.05242},
  timestamp    = {Tue, 31 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-05242.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/JoshiAMWAWSB19,
  author       = {Ajjen Joshi and
                  Danielle Allessio and
                  John J. Magee and
                  Jacob Whitehill and
                  Ivon Arroyo and
                  Beverly P. Woolf and
                  Stan Sclaroff and
                  Margrit Betke},
  title        = {Affect-driven Learning Outcomes Prediction in Intelligent Tutoring
                  Systems},
  booktitle    = {14th {IEEE} International Conference on Automatic Face {\&} Gesture
                  Recognition, {FG} 2019, Lille, France, May 14-18, 2019},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/FG.2019.8756624},
  doi          = {10.1109/FG.2019.8756624},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fgr/JoshiAMWAWSB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/ArroyoWBMRT18,
  author       = {Ivon Arroyo and
                  Beverly Park Woolf and
                  Winslow Burleson and
                  Kasia Muldner and
                  Dovan Rai and
                  Minghui Tai},
  title        = {Correction to: {A} Multimedia Adaptive Tutoring System for Mathematics
                  that Addresses Cognition, Metacognition and Affect},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {28},
  number       = {3},
  pages        = {470},
  year         = {2018},
  url          = {https://doi.org/10.1007/s40593-018-0169-0},
  doi          = {10.1007/S40593-018-0169-0},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/ArroyoWBMRT18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/AllessioWWSTA18,
  author       = {Danielle Allessio and
                  Beverly P. Woolf and
                  Naomi Wixon and
                  Florence R. Sullivan and
                  Minghui Tai and
                  Ivon Arroyo},
  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        = {Ella Me Ayud{\'{o}} (She Helped Me): Supporting Hispanic and
                  English Language Learners in a Math {ITS}},
  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        = {26--30},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-93846-2\_5},
  doi          = {10.1007/978-3-319-93846-2\_5},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/AllessioWWSTA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/EricksonAW18,
  author       = {Erik Erickson and
                  Ivon Arroyo and
                  Beverly P. Woolf},
  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        = {Exploring Gritty Students' Behavior in an Intelligent Tutoring System},
  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        = {79--83},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-93846-2\_15},
  doi          = {10.1007/978-3-319-93846-2\_15},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/EricksonAW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/HarrisonHMMOA18,
  author       = {Avery Harrison and
                  Taylyn Hulse and
                  Daniel Manzo and
                  Matthew Micciolo and
                  Erin Ottmar and
                  Ivon Arroyo},
  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        = {Computational Thinking Through Game Creation in {STEM} Classrooms},
  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        = {134--138},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-93846-2\_24},
  doi          = {10.1007/978-3-319-93846-2\_24},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/HarrisonHMMOA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/MiccioloAHHO18,
  author       = {Matthew Micciolo and
                  Ivon Arroyo and
                  Avery Harrison and
                  Taylyn Hulse and
                  Erin Ottmar},
  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        = {The Wearable Learning Cloud Platform for the Creation of Embodied
                  Multiplayer Math Games},
  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        = {220--224},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-93846-2\_40},
  doi          = {10.1007/978-3-319-93846-2\_40},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/MiccioloAHHO18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/WixonWSAA18,
  author       = {Naomi Wixon and
                  Beverly P. Woolf and
                  Sarah E. Schultz and
                  Danielle Allessio and
                  Ivon Arroyo},
  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        = {Microscope or Telescope: Whether to Dissect Epistemic Emotions},
  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        = {384--388},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-93846-2\_72},
  doi          = {10.1007/978-3-319-93846-2\_72},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/WixonWSAA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/EricksonAW18,
  author       = {Erik Erickson and
                  Ivon Arroyo and
                  Beverly P. Woolf},
  editor       = {Nathalie Guin and
                  Amruth N. Kumar},
  title        = {Exploring Gritty Students' Behavior in an Intelligent Tutoring System},
  booktitle    = {Proceedings of the 14th International Conference on Intelligent Tutoring
                  Systems 2018 Workshops, Montreal, QC, Canada, June 11-15, 2018},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2354},
  pages        = {121--126},
  publisher    = {CEUR-WS.org},
  year         = {2018},
  url          = {https://ceur-ws.org/Vol-2354/w3paper5.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:47 +0100},
  biburl       = {https://dblp.org/rec/conf/its/EricksonAW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/PetersABWM18,
  author       = {Chad Peters and
                  Ivon Arroyo and
                  Winslow Burleson and
                  Beverly P. Woolf and
                  Kasia Muldner},
  editor       = {Roger Nkambou and
                  Roger Azevedo and
                  Julita Vassileva},
  title        = {Predictors and Outcomes of Gaming in an Intelligent Tutoring System},
  booktitle    = {Intelligent Tutoring Systems - 14th International Conference, {ITS}
                  2018, Montreal, QC, Canada, June 11-15, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10858},
  pages        = {366--372},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-91464-0\_41},
  doi          = {10.1007/978-3-319-91464-0\_41},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/PetersABWM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ArroyoWAWMB17,
  author       = {Ivon Arroyo and
                  Naomi Wixon and
                  Danielle Allessio and
                  Beverly P. Woolf and
                  Kasia Muldner and
                  Winslow Burleson},
  editor       = {Elisabeth Andr{\'{e}} and
                  Ryan S. Baker and
                  Xiangen Hu and
                  Ma. Mercedes T. Rodrigo and
                  Benedict du Boulay},
  title        = {Collaboration Improves Student Interest in Online Tutoring},
  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        = {28--39},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-61425-0\_3},
  doi          = {10.1007/978-3-319-61425-0\_3},
  timestamp    = {Sat, 30 Sep 2023 09:33:58 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/ArroyoWAWMB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chiplay/ArroyoMCOHR17,
  author       = {Ivon Arroyo and
                  Matthew Micciolo and
                  Jonathan Casano and
                  Erin Ottmar and
                  Taylyn Hulse and
                  Ma. Mercedes T. Rodrigo},
  editor       = {Ben A. M. Schouten and
                  Panos Markopoulos and
                  Phoebe O. Toups Dugas and
                  Paul A. Cairns and
                  Tilde Bekker},
  title        = {Wearable Learning: Multiplayer Embodied Games for Math},
  booktitle    = {Proceedings of the Annual Symposium on Computer-Human Interaction
                  in Play, {CHI} {PLAY} 2017, Amsterdam, The Netherlands, October 15-18,
                  2017},
  pages        = {205--216},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3116595.3116637},
  doi          = {10.1145/3116595.3116637},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/chiplay/ArroyoMCOHR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KarumbaiahLAWA17,
  author       = {Shamya Karumbaiah and
                  Rafael Lizarralde and
                  Danielle Allessio and
                  Beverly P. Woolf and
                  Ivon Arroyo},
  editor       = {Xiangen Hu and
                  Tiffany Barnes and
                  Arnon Hershkovitz and
                  Luc Paquette},
  title        = {Addressing Student Behavior and Affect with Empathy and Growth Mindset},
  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\_79.pdf},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/edm/KarumbaiahLAWA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/SchultzWAMBWA16,
  author       = {Sarah E. Schultz and
                  Naomi Wixon and
                  Danielle Allessio and
                  Kasia Muldner and
                  Winslow Burleson and
                  Beverly P. Woolf and
                  Ivon Arroyo},
  editor       = {Alessandro Micarelli and
                  John C. Stamper and
                  Kitty Panourgia},
  title        = {Blinded by Science?: Exploring Affective Meaning in Students' Own
                  Words},
  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        = {314--319},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-39583-8\_35},
  doi          = {10.1007/978-3-319-39583-8\_35},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/SchultzWAMBWA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ArroyoMSBWW16,
  author       = {Ivon Arroyo and
                  Kasia Muldner and
                  Sarah E. Schultz and
                  Winslow Burleson and
                  Naomi Wixon and
                  Beverly P. Woolf},
  editor       = {Federica Cena and
                  Michel C. Desmarais and
                  Darina Dicheva},
  title        = {Addressing Affective States with Empathy and Growth Mindset},
  booktitle    = {Late-breaking Results, Posters, Demos, Doctoral Consortium and Workshops
                  Proceedings of the 24th {ACM} Conference on User Modeling, Adaptation
                  and Personalisation {(UMAP} 2016), Halifax, Canada, July 13-16, 2016},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1618},
  publisher    = {CEUR-WS.org},
  year         = {2016},
  url          = {https://ceur-ws.org/Vol-1618/PALE1.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:25 +0100},
  biburl       = {https://dblp.org/rec/conf/um/ArroyoMSBWW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/WixonSMABWA16,
  author       = {Naomi Wixon and
                  Sarah E. Schultz and
                  Kasia Muldner and
                  Danielle Allessio and
                  Winslow Burleson and
                  Beverly P. Woolf and
                  Ivon Arroyo},
  editor       = {Julita Vassileva and
                  James Blustein and
                  Lora Aroyo and
                  Sidney K. D'Mello},
  title        = {Internal {\&} External Attributions for Emotions Within an {ITS}},
  booktitle    = {Proceedings of the 2016 Conference on User Modeling Adaptation and
                  Personalization, {UMAP} 2016, Halifax, NS, Canada, July 13 - 17, 2016},
  pages        = {311--312},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2930238.2930277},
  doi          = {10.1145/2930238.2930277},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/WixonSMABWA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ibmrd/WoolfA15,
  author       = {Beverly P. Woolf and
                  Ivon Arroyo},
  title        = {A mentor for every student: One challenge for instructional software},
  journal      = {{IBM} J. Res. Dev.},
  volume       = {59},
  number       = {6},
  year         = {2015},
  url          = {https://doi.org/10.1147/JRD.2015.2463611},
  doi          = {10.1147/JRD.2015.2463611},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ibmrd/WoolfA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/MuldnerWRBWA15,
  author       = {Kasia Muldner and
                  Michael Wixon and
                  Dovan Rai and
                  Winslow Burleson and
                  Beverly P. Woolf and
                  Ivon Arroyo},
  editor       = {Cristina Conati and
                  Neil T. Heffernan and
                  Antonija Mitrovic and
                  M. Felisa Verdejo},
  title        = {Exploring the Impact of a Learning Dashboard on Student Affect},
  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        = {307--317},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19773-9\_31},
  doi          = {10.1007/978-3-319-19773-9\_31},
  timestamp    = {Thu, 23 Jun 2022 19:58:27 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/MuldnerWRBWA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/WixonAOWBA15,
  author       = {Michael Wixon and
                  Danielle Allessio and
                  Jaclyn Ocumpaugh and
                  Beverly P. Woolf and
                  Winslow Burleson and
                  Ivon Arroyo},
  editor       = {Jesus Boticario and
                  Kasia Muldner},
  title        = {La Mort du Chercheur: How Well do Students' Subjective Understandings
                  of Affective Representations Used in Self- Report Align with One Another's
                  and Researchers'?},
  booktitle    = {Proceedings of the Workshops at the 17th International Conference
                  on Artificial Intelligence in Education, {AIED} 2015, Madrid, Spain,
                  June 22 + 26, 2015},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1432},
  publisher    = {CEUR-WS.org},
  year         = {2015},
  url          = {https://ceur-ws.org/Vol-1432/amadl\_pap5.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:43 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/WixonAOWBA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WixonAOWBA15,
  author       = {Michael Wixon and
                  Danielle Allessio and
                  Jaclyn Ocumpaugh and
                  Beverly P. Woolf and
                  Winslow Burleson and
                  Ivon Arroyo},
  editor       = {Kaska Porayska{-}Pomsta and
                  Katrien Verbert},
  title        = {La Mort du Chercheur: How well do students' subjective understandings
                  of affective representations used in self- report align with one another's,
                  and researchers'?},
  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/amadl\_pap5.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:19 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/WixonAOWBA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/ArroyoWBMRT14,
  author       = {Ivon Arroyo and
                  Beverly Park Woolf and
                  Winslow Burleson and
                  Kasia Muldner and
                  Dovan Rai and
                  Minghui Tai},
  title        = {A Multimedia Adaptive Tutoring System for Mathematics that Addresses
                  Cognition, Metacognition and Affect},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {24},
  number       = {4},
  pages        = {387--426},
  year         = {2014},
  url          = {https://doi.org/10.1007/s40593-014-0023-y},
  doi          = {10.1007/S40593-014-0023-Y},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/ArroyoWBMRT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpop/SchultzA14,
  author       = {Sarah E. Schultz and
                  Ivon Arroyo},
  title        = {Modeling the Interplay Between Knowledge and Affective Engagement
                  in Students},
  journal      = {Int. J. People Oriented Program.},
  volume       = {3},
  number       = {2},
  pages        = {56--74},
  year         = {2014},
  url          = {https://doi.org/10.4018/IJPOP.2014070103},
  doi          = {10.4018/IJPOP.2014070103},
  timestamp    = {Sun, 21 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijpop/SchultzA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/OstrowSA14,
  author       = {Korinn S. Ostrow and
                  Sarah E. Schultz and
                  Ivon Arroyo},
  editor       = {Sergio Guti{\'{e}}rrez Santos and
                  Olga C. Santos},
  title        = {Promoting Growth Mindset Within Intelligent Tutoring Systems},
  booktitle    = {Proceedings of the Workshops held at Educational Data Mining 2014,
                  co-located with 7th International Conference on Educational Data Mining
                  {(EDM} 2014), London, United Kingdom, July 4-7, 2014},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1183},
  publisher    = {CEUR-WS.org},
  year         = {2014},
  url          = {https://ceur-ws.org/Vol-1183/ncfpal\_paper03.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:19 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/OstrowSA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SchultzA14,
  author       = {Sarah E. Schultz and
                  Ivon Arroyo},
  editor       = {Sergio Guti{\'{e}}rrez Santos and
                  Olga C. Santos},
  title        = {Expanding Knowledge Tracing to Prediction of Gaming Behaviors},
  booktitle    = {Proceedings of the Workshops held at Educational Data Mining 2014,
                  co-located with 7th International Conference on Educational Data Mining
                  {(EDM} 2014), London, United Kingdom, July 4-7, 2014},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1183},
  publisher    = {CEUR-WS.org},
  year         = {2014},
  url          = {https://ceur-ws.org/Vol-1183/bkt20y\_paper10.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/SchultzA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/WixonAMBRW14,
  author       = {Michael Wixon and
                  Ivon Arroyo and
                  Kasia Muldner and
                  Winslow Burleson and
                  Dovan Rai and
                  Beverly Park Woolf},
  editor       = {John C. Stamper and
                  Zachary A. Pardos and
                  Manolis Mavrikis and
                  Bruce M. McLaren},
  title        = {The Opportunities and Limitations of Scaling Up Sensor-Free Affect
                  Detection},
  booktitle    = {Proceedings of the 7th International Conference on Educational Data
                  Mining, {EDM} 2014, London, UK, July 4-7, 2014},
  pages        = {145--152},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2014},
  url          = {http://www.educationaldatamining.org/EDM2014/uploads/procs2014/longpapers/145\_EDM-2014-Full.pdf},
  timestamp    = {Thu, 02 Jun 2022 10:23:43 +0200},
  biburl       = {https://dblp.org/rec/conf/edm/WixonAMBRW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/SchultzA14a,
  author       = {Sarah E. Schultz and
                  Ivon Arroyo},
  editor       = {John C. Stamper and
                  Zachary A. Pardos and
                  Manolis Mavrikis and
                  Bruce M. McLaren},
  title        = {Tracing Knowledge and Engagement in Parallel in an Intelligent Tutoring
                  System},
  booktitle    = {Proceedings of the 7th International Conference on Educational Data
                  Mining, {EDM} 2014, London, UK, July 4-7, 2014},
  pages        = {312--315},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2014},
  url          = {http://www.educationaldatamining.org/EDM2014/uploads/procs2014/shortpapers/312\_EDM-2014-Short.pdf},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/edm/SchultzA14a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/WixonA14,
  author       = {Michael Wixon and
                  Ivon Arroyo},
  editor       = {Vania Dimitrova and
                  Tsvi Kuflik and
                  David Chin and
                  Francesco Ricci and
                  Peter Dolog and
                  Geert{-}Jan Houben},
  title        = {When the Question is Part of the Answer: Examining the Impact of Emotion
                  Self-reports on Student Emotion},
  booktitle    = {User Modeling, Adaptation, and Personalization - 22nd International
                  Conference, {UMAP} 2014, Aalborg, Denmark, July 7-11, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8538},
  pages        = {471--477},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-08786-3\_42},
  doi          = {10.1007/978-3-319-08786-3\_42},
  timestamp    = {Mon, 16 Sep 2019 15:30:01 +0200},
  biburl       = {https://dblp.org/rec/conf/um/WixonA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/JohnAZW13,
  author       = {Melissa{-}Sue John and
                  Ivon Arroyo and
                  Imran A. Zualkernan and
                  Beverly P. Woolf},
  editor       = {Erin Walker and
                  Chee{-}Kit Looi},
  title        = {Children Creating Pedagogical Avatars: Cross-cultural Differences
                  in Drawings and Language},
  booktitle    = {Proceedings of the Workshops at the 16th International Conference
                  on Artificial Intelligence in Education {AIED} 2013, Memphis, USA,
                  July 9-13, 2013},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1009},
  publisher    = {CEUR-WS.org},
  year         = {2013},
  url          = {https://ceur-ws.org/Vol-1009/0604.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:42 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/JohnAZW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/TaiAW13,
  author       = {Minghui Tai and
                  Ivon Arroyo and
                  Beverly Park Woolf},
  editor       = {H. Chad Lane and
                  Kalina Yacef and
                  Jack Mostow and
                  Philip I. Pavlik},
  title        = {Teammate Relationships Improve Help-Seeking Behavior in an Intelligent
                  Tutoring System},
  booktitle    = {Artificial Intelligence in Education - 16th International Conference,
                  {AIED} 2013, Memphis, TN, USA, July 9-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7926},
  pages        = {239--248},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-39112-5\_25},
  doi          = {10.1007/978-3-642-39112-5\_25},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/TaiAW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/RaiASLBWB13,
  author       = {Dovan Rai and
                  Ivon Arroyo and
                  A. Lynn Stephens and
                  Cecil Lozano and
                  Winslow Burleson and
                  Beverly Park Woolf and
                  Joseph E. Beck},
  editor       = {H. Chad Lane and
                  Kalina Yacef and
                  Jack Mostow and
                  Philip I. Pavlik},
  title        = {Repairing Deactivating Negative Emotions with Student Progress Pages},
  booktitle    = {Artificial Intelligence in Education - 16th International Conference,
                  {AIED} 2013, Memphis, TN, USA, July 9-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7926},
  pages        = {795--798},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-39112-5\_115},
  doi          = {10.1007/978-3-642-39112-5\_115},
  timestamp    = {Mon, 01 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/RaiASLBWB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ArroyoZW13,
  author       = {Ivon Arroyo and
                  Imran A. Zualkernan and
                  Beverly Park Woolf},
  editor       = {H. Chad Lane and
                  Kalina Yacef and
                  Jack Mostow and
                  Philip I. Pavlik},
  title        = {Cross-Cultural Differences and Learning Technologies for the Developing
                  World},
  booktitle    = {Artificial Intelligence in Education - 16th International Conference,
                  {AIED} 2013, Memphis, TN, USA, July 9-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7926},
  pages        = {951},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-39112-5\_162},
  doi          = {10.1007/978-3-642-39112-5\_162},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/ArroyoZW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ZualkernanAW13,
  author       = {Imran A. Zualkernan and
                  Ivon Arroyo and
                  Beverly P. Woolf},
  editor       = {Erin Walker and
                  Chee{-}Kit Looi},
  title        = {Towards Localization of Automated Tutors for Developing Countries},
  booktitle    = {Proceedings of the Workshops at the 16th International Conference
                  on Artificial Intelligence in Education {AIED} 2013, Memphis, USA,
                  July 9-13, 2013},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1009},
  publisher    = {CEUR-WS.org},
  year         = {2013},
  url          = {https://ceur-ws.org/Vol-1009/0601.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/ZualkernanAW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KellyAH13,
  author       = {Kim M. Kelly and
                  Ivon Arroyo and
                  Neil T. Heffernan},
  editor       = {Sidney K. D'Mello and
                  Rafael A. Calvo and
                  Andrew Olney},
  title        = {Using {ITS} Generated Data to Predict Standardized Test Scores},
  booktitle    = {Proceedings of the 6th International Conference on Educational Data
                  Mining, Memphis, Tennessee, USA, July 6-9, 2013},
  pages        = {322--323},
  publisher    = {International Educational Data Mining Society},
  year         = {2013},
  url          = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_62.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/KellyAH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RaiBA13,
  author       = {Dovan Rai and
                  Joseph Beck and
                  Ivon Arroyo},
  editor       = {Sidney K. D'Mello and
                  Rafael A. Calvo and
                  Andrew Olney},
  title        = {Causal Modeling to Understand the Relationship between Student Attitudes,
                  Affect and Outcomes},
  booktitle    = {Proceedings of the 6th International Conference on Educational Data
                  Mining, Memphis, Tennessee, USA, July 6-9, 2013},
  pages        = {344--345},
  publisher    = {International Educational Data Mining Society},
  year         = {2013},
  url          = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_73.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/RaiBA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/ShanabrookAWB12,
  author       = {David H. Shanabrook and
                  Ivon Arroyo and
                  Beverly Park Woolf and
                  Winslow Burleson},
  editor       = {Stefano A. Cerri and
                  William J. Clancey and
                  Giorgos Papadourakis and
                  Kitty Panourgia},
  title        = {Visualization of Student Activity Patterns within Intelligent Tutoring
                  Systems},
  booktitle    = {Intelligent Tutoring Systems - 11th International Conference, {ITS}
                  2012, Chania, Crete, Greece, June 14-18, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7315},
  pages        = {46--51},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-30950-2\_6},
  doi          = {10.1007/978-3-642-30950-2\_6},
  timestamp    = {Sun, 02 Oct 2022 16:10:26 +0200},
  biburl       = {https://dblp.org/rec/conf/its/ShanabrookAWB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/ArroyoSBW12,
  author       = {Ivon Arroyo and
                  David H. Shanabrook and
                  Winslow Burleson and
                  Beverly Park Woolf},
  editor       = {Stefano A. Cerri and
                  William J. Clancey and
                  Giorgos Papadourakis and
                  Kitty Panourgia},
  title        = {Analyzing Affective Constructs: Emotions 'n Attitudes},
  booktitle    = {Intelligent Tutoring Systems - 11th International Conference, {ITS}
                  2012, Chania, Crete, Greece, June 14-18, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7315},
  pages        = {714--715},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-30950-2\_134},
  doi          = {10.1007/978-3-642-30950-2\_134},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/ArroyoSBW12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ShanabrookAW12,
  author       = {David H. Shanabrook and
                  Ivon Arroyo and
                  Beverly Park Woolf},
  editor       = {Judith Masthoff and
                  Bamshad Mobasher and
                  Michel C. Desmarais and
                  Roger Nkambou},
  title        = {Using Touch as a Predictor of Effort: What the iPad Can Tell Us about
                  User Affective State},
  booktitle    = {User Modeling, Adaptation, and Personalization - 20th International
                  Conference, {UMAP} 2012, Montreal, Canada, July 16-20, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7379},
  pages        = {322--327},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31454-4\_29},
  doi          = {10.1007/978-3-642-31454-4\_29},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/ShanabrookAW12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/ArroyoRW11,
  author       = {Ivon Arroyo and
                  James M. Royer and
                  Beverly Park Woolf},
  title        = {Using an Intelligent Tutor and Math Fluency Training to Improve Math
                  Performance},
  journal      = {Int. J. Artif. Intell. Educ.},
  volume       = {21},
  number       = {1-2},
  pages        = {135--152},
  year         = {2011},
  url          = {https://doi.org/10.3233/JAI-2011-020},
  doi          = {10.3233/JAI-2011-020},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aiedu/ArroyoRW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ghtc/WoolfAZ11,
  author       = {Beverly Park Woolf and
                  Ivon Arroyo and
                  Imran A. Zualkernan},
  title        = {Education Technology for the Developing World},
  booktitle    = {{IEEE} Global Humanitarian Technology Conference, {GHTC} 2011, Seattle,
                  WA, USA, October 30 - November 1, 2011},
  pages        = {493--498},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/GHTC.2011.69},
  doi          = {10.1109/GHTC.2011.69},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ghtc/WoolfAZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/ArroyoZW11,
  author       = {Ivon Arroyo and
                  Imran A. Zualkernan and
                  Beverly Park Woolf},
  title        = {Hoodies and Barrels: Using a Hide-and-seek Ubiquitous Game to Teach
                  Mathematics},
  booktitle    = {{ICALT} 2011, 11th {IEEE} International Conference on Advanced Learning
                  Technologies, Athens, Georgia, USA, 6-8 July 2011},
  pages        = {295--299},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICALT.2011.91},
  doi          = {10.1109/ICALT.2011.91},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icalt/ArroyoZW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/ArroyoWCBM11,
  author       = {Ivon Arroyo and
                  Beverly Park Woolf and
                  David G. Cooper and
                  Winslow Burleson and
                  Kasia Muldner},
  title        = {The Impact of Animated Pedagogical Agents on Girls' and Boys' Emotions,
                  Attitudes, Behaviors and Learning},
  booktitle    = {{ICALT} 2011, 11th {IEEE} International Conference on Advanced Learning
                  Technologies, Athens, Georgia, USA, 6-8 July 2011},
  pages        = {506--510},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICALT.2011.157},
  doi          = {10.1109/ICALT.2011.157},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icalt/ArroyoWCBM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/TaiWA11,
  author       = {Minghui Tai and
                  Beverly Park Woolf and
                  Ivon Arroyo},
  title        = {Using the Think Aloud Method to Observe Students' Help-seeking Behavior
                  in Math Tutoring Software},
  booktitle    = {{ICALT} 2011, 11th {IEEE} International Conference on Advanced Learning
                  Technologies, Athens, Georgia, USA, 6-8 July 2011},
  pages        = {579--581},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICALT.2011.175},
  doi          = {10.1109/ICALT.2011.175},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icalt/TaiWA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/RazzaqMEMAW11,
  author       = {Leena M. Razzaq and
                  Robert W. Maloy and
                  Sharon Edwards and
                  David Marshall and
                  Ivon Arroyo and
                  Beverly Park Woolf},
  editor       = {Joseph A. Konstan and
                  Ricardo Conejo and
                  Jos{\'{e}}{-}Luis Marzo and
                  Nuria Oliver},
  title        = {4MALITY: Coaching Students with Different Problem-Solving Strategies
                  Using an Online Tutoring System},
  booktitle    = {User Modeling, Adaption and Personalization - 19th International Conference,
                  {UMAP} 2011, Girona, Spain, July 11-15, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6787},
  pages        = {359--364},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22362-4\_33},
  doi          = {10.1007/978-3-642-22362-4\_33},
  timestamp    = {Mon, 15 Jun 2020 17:09:34 +0200},
  biburl       = {https://dblp.org/rec/conf/um/RazzaqMEMAW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ArroyoMW10,
  author       = {Ivon Arroyo and
                  Hasmik Meheranian and
                  Beverly Park Woolf},
  editor       = {Ryan Shaun Joazeiro de Baker and
                  Agathe Merceron and
                  Philip I. Pavlik Jr.},
  title        = {Effort-based Tutoring: An Empirical Approach to Intelligent Tutoring},
  booktitle    = {Educational Data Mining 2010, The 3rd International Conference on
                  Educational Data Mining, Pittsburgh, PA, USA, June 11-13, 2010. Proceedings},
  pages        = {1--10},
  publisher    = {www.educationaldatamining.org},
  year         = {2010},
  url          = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010\_submission\_46.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/ArroyoMW10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ShanabrookCWA10,
  author       = {David H. Shanabrook and
                  David G. Cooper and
                  Beverly Park Woolf and
                  Ivon Arroyo},
  editor       = {Ryan Shaun Joazeiro de Baker and
                  Agathe Merceron and
                  Philip I. Pavlik Jr.},
  title        = {Identifying High-Level Student Behavior Using Sequence-based Motif
                  Discovery},
  booktitle    = {Educational Data Mining 2010, The 3rd International Conference on
                  Educational Data Mining, Pittsburgh, PA, USA, June 11-13, 2010. Proceedings},
  pages        = {191--200},
  publisher    = {www.educationaldatamining.org},
  year         = {2010},
  url          = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010\_submission\_15.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/ShanabrookCWA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/WoolfAMBCDC10,
  author       = {Beverly Park Woolf and
                  Ivon Arroyo and
                  Kasia Muldner and
                  Winslow Burleson and
                  David G. Cooper and
                  Robert P. Dolan and
                  Robert Christopherson},
  editor       = {Vincent Aleven and
                  Judy Kay and
                  Jack Mostow},
  title        = {The Effect of Motivational Learning Companions on Low Achieving Students
                  and Students with Disabilities},
  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        = {327--337},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13388-6\_37},
  doi          = {10.1007/978-3-642-13388-6\_37},
  timestamp    = {Thu, 10 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/its/WoolfAMBCDC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/ArroyoWRTE10,
  author       = {Ivon Arroyo and
                  Beverly Park Woolf and
                  James M. Royer and
                  Minghui Tai and
                  Sara English},
  editor       = {Vincent Aleven and
                  Judy Kay and
                  Jack Mostow},
  title        = {Improving Math Learning through Intelligent Tutoring and Basic Skills
                  Training},
  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        = {423--432},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13388-6\_46},
  doi          = {10.1007/978-3-642-13388-6\_46},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/ArroyoWRTE10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/CooperMAWB10,
  author       = {David G. Cooper and
                  Kasia Muldner and
                  Ivon Arroyo and
                  Beverly Park Woolf and
                  Winslow Burleson},
  editor       = {Paul De Bra and
                  Alfred Kobsa and
                  David N. Chin},
  title        = {Ranking Feature Sets for Emotion Models Used in Classroom Based Intelligent
                  Tutoring Systems},
  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        = {135--146},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13470-8\_14},
  doi          = {10.1007/978-3-642-13470-8\_14},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/CooperMAWB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/WoolfACBM10,
  author       = {Beverly Park Woolf and
                  Ivon Arroyo and
                  David G. Cooper and
                  Winslow Burleson and
                  Kasia Muldner},
  editor       = {Roger Nkambou and
                  Jacqueline Bourdeau and
                  Riichiro Mizoguchi},
  title        = {Affective Tutors: Automatic Detection of and Response to Student Emotion},
  booktitle    = {Advances in Intelligent Tutoring Systems},
  volume       = {308},
  pages        = {207--227},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-14363-2\_10},
  doi          = {10.1007/978-3-642-14363-2\_10},
  timestamp    = {Tue, 16 May 2017 14:24:37 +0200},
  biburl       = {https://dblp.org/rec/series/sci/WoolfACBM10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijlt/WoolfBADCP09,
  author       = {Beverly Park Woolf and
                  Winslow Burleson and
                  Ivon Arroyo and
                  Toby Dragon and
                  David G. Cooper and
                  Rosalind W. Picard},
  title        = {Affect-aware tutors: recognising and responding to student affect},
  journal      = {Int. J. Learn. Technol.},
  volume       = {4},
  number       = {3/4},
  pages        = {129--164},
  year         = {2009},
  url          = {https://doi.org/10.1504/IJLT.2009.028804},
  doi          = {10.1504/IJLT.2009.028804},
  timestamp    = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijlt/WoolfBADCP09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ArroyoCBWMC09,
  author       = {Ivon Arroyo and
                  David G. Cooper and
                  Winslow Burleson and
                  Beverly Park Woolf and
                  Kasia Muldner and
                  Robert Christopherson},
  editor       = {Vania Dimitrova and
                  Riichiro Mizoguchi and
                  Benedict du Boulay and
                  Arthur C. Graesser},
  title        = {Emotion Sensors Go To School},
  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        = {17--24},
  publisher    = {{IOS} Press},
  year         = {2009},
  url          = {https://doi.org/10.3233/978-1-60750-028-5-17},
  doi          = {10.3233/978-1-60750-028-5-17},
  timestamp    = {Tue, 23 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/ArroyoCBWMC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ArroyoWRT09,
  author       = {Ivon Arroyo and
                  Beverly Park Woolf and
                  James M. Royer and
                  Minghui Tai},
  editor       = {Vania Dimitrova and
                  Riichiro Mizoguchi and
                  Benedict du Boulay and
                  Arthur C. Graesser},
  title        = {Affective Gendered Learning Companions},
  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        = {41--48},
  publisher    = {{IOS} Press},
  year         = {2009},
  url          = {https://doi.org/10.3233/978-1-60750-028-5-41},
  doi          = {10.3233/978-1-60750-028-5-41},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aied/ArroyoWRT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/WoolfDACBM09,
  author       = {Beverly Park Woolf and
                  Toby Dragon and
                  Ivon Arroyo and
                  David G. Cooper and
                  Winslow Burleson and
                  Kasia Muldner},
  editor       = {Julie A. Jacko},
  title        = {Recognizing and Responding to Student Affect},
  booktitle    = {Human-Computer Interaction. Ambient, Ubiquitous and Intelligent Interaction,
                  13th International Conference, {HCI} International 2009, San Diego,
                  CA, USA, July 19-24, 2009, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5612},
  pages        = {713--722},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-02580-8\_78},
  doi          = {10.1007/978-3-642-02580-8\_78},
  timestamp    = {Tue, 14 May 2019 10:00:43 +0200},
  biburl       = {https://dblp.org/rec/conf/hci/WoolfDACBM09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/CooperAWMBC09,
  author       = {David G. Cooper and
                  Ivon Arroyo and
                  Beverly Park Woolf and
                  Kasia Muldner and
                  Winslow Burleson and
                  Robert Christopherson},
  editor       = {Geert{-}Jan Houben and
                  Gordon I. McCalla and
                  Fabio Pianesi and
                  Massimo Zancanaro},
  title        = {Sensors Model Student Self Concept in the Classroom},
  booktitle    = {User Modeling, Adaptation, and Personalization, 17th International
                  Conference, {UMAP} 2009, formerly {UM} and AH, Trento, Italy, June
                  22-26, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5535},
  pages        = {30--41},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-02247-0\_6},
  doi          = {10.1007/978-3-642-02247-0\_6},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/CooperAWMBC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/DragonAWBKE08,
  author       = {Toby Dragon and
                  Ivon Arroyo and
                  Beverly Park Woolf and
                  Winslow Burleson and
                  Rana El Kaliouby and
                  Hoda Eydgahi},
  editor       = {Beverly Park Woolf and
                  Esma A{\"{\i}}meur and
                  Roger Nkambou and
                  Susanne P. Lajoie},
  title        = {Viewing Student Affect and Learning through Classroom Observation
                  and Physical Sensors},
  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        = {29--39},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-69132-7\_8},
  doi          = {10.1007/978-3-540-69132-7\_8},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/its/DragonAWBKE08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ArroyoFJDMFBMW07,
  author       = {Ivon Arroyo and
                  Kimberly Ferguson and
                  Jeffrey Johns and
                  Toby Dragon and
                  Hasmik Meheranian and
                  Don Fisher and
                  Andrew G. Barto and
                  Sridhar Mahadevan and
                  Beverly Park Woolf},
  editor       = {Rosemary Luckin and
                  Kenneth R. Koedinger and
                  Jim E. Greer},
  title        = {Repairing Disengagement With Non-Invasive Interventions},
  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        = {195--202},
  publisher    = {{IOS} Press},
  year         = {2007},
  url          = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=6778},
  timestamp    = {Wed, 14 Mar 2012 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/ArroyoFJDMFBMW07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/FergusonAMWB06,
  author       = {Kimberly Ferguson and
                  Ivon Arroyo and
                  Sridhar Mahadevan and
                  Beverly Park Woolf and
                  Andrew G. Barto},
  editor       = {Mitsuru Ikeda and
                  Kevin D. Ashley and
                  Tak{-}Wai Chan},
  title        = {Improving Intelligent Tutoring Systems: Using Expectation Maximization
                  to Learn Student Skill Levels},
  booktitle    = {Intelligent Tutoring Systems, 8th International Conference, {ITS}
                  2006, Jhongli, Taiwan, June 26-30, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4053},
  pages        = {453--462},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11774303\_45},
  doi          = {10.1007/11774303\_45},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/its/FergusonAMWB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/ArroyoW05,
  author       = {Ivon Arroyo and
                  Beverly Park Woolf},
  editor       = {Chee{-}Kit Looi and
                  Gordon I. McCalla and
                  Bert Bredeweg and
                  Joost Breuker},
  title        = {Inferring learning and attitudes from a Bayesian Network of log file
                  data},
  booktitle    = {Artificial Intelligence in Education - Supporting Learning through
                  Intelligent and Socially Informed Technology, Proceedings of the 12th
                  International Conference on Artificial Intelligence in Education,
                  {AIED} 2005, July 18-22, 2005, Amsterdam, The Netherlands},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {125},
  pages        = {33--40},
  publisher    = {{IOS} Press},
  year         = {2005},
  url          = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=1289},
  timestamp    = {Tue, 13 Mar 2012 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aied/ArroyoW05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/ArroyoBMWW04,
  author       = {Ivon Arroyo and
                  Carole R. Beal and
                  Tom Murray and
                  Rena Walles and
                  Beverly Park Woolf},
  editor       = {James C. Lester and
                  Rosa Maria Vicari and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {Web-Based Intelligent Multimedia Tutoring for High Stakes Achievement
                  Tests},
  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        = {468--477},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30139-4\_44},
  doi          = {10.1007/978-3-540-30139-4\_44},
  timestamp    = {Tue, 21 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/ArroyoBMWW04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/MartinA04,
  author       = {Kimberly N. Martin and
                  Ivon Arroyo},
  editor       = {James C. Lester and
                  Rosa Maria Vicari and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {AgentX: Using Reinforcement Learning to Improve the Effectiveness
                  of Intelligent Tutoring Systems},
  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        = {564--572},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30139-4\_53},
  doi          = {10.1007/978-3-540-30139-4\_53},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/MartinA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/ArroyoMWB04,
  author       = {Ivon Arroyo and
                  Tom Murray and
                  Beverly Park Woolf and
                  Carole R. Beal},
  editor       = {James C. Lester and
                  Rosa Maria Vicari and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {Inferring Unobservable Learning Variables from Students' Help Seeking
                  Behavior},
  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        = {782--784},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30139-4\_74},
  doi          = {10.1007/978-3-540-30139-4\_74},
  timestamp    = {Tue, 21 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/ArroyoMWB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/HeffernanWAAABCEFGGKJLLPRWZ04,
  author       = {Neil T. Heffernan and
                  Peter M. Wiemer{-}Hastings and
                  Gregory Aist and
                  Vincent Aleven and
                  Ivon Arroyo and
                  Paul Brna and
                  Mark G. Core and
                  Martha W. Evens and
                  Reva Freedman and
                  Michael Glass and
                  Arthur C. Graesser and
                  Kenneth R. Koedinger and
                  Pamela W. Jordan and
                  Diane J. Litman and
                  Evelyn Lulis and
                  Helen Pain and
                  Carolyn P. Ros{\'{e}} and
                  Beverly Park Woolf and
                  Claus Zinn},
  editor       = {James C. Lester and
                  Rosa Maria Vicari and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {Workshop on Dialog-Based Intelligent Tutoring Systems: State of the
                  Art and New Research Directions},
  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        = {914},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30139-4\_126},
  doi          = {10.1007/978-3-540-30139-4\_126},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/its/HeffernanWAAABCEFGGKJLLPRWZ04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/MurrayA02,
  author       = {Tom Murray and
                  Ivon Arroyo},
  editor       = {Stefano A. Cerri and
                  Guy Gouard{\`{e}}res and
                  F{\'{a}}bio Paragua{\c{c}}u},
  title        = {Toward Measuring and Maintaining the Zone of Proximal Development
                  in Adaptive Instructional Systems},
  booktitle    = {Intelligent Tutoring Systems, 6th International Conference, {ITS}
                  2002, Biarritz, France and San Sebastian, Spain, June 2-7, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2363},
  pages        = {749--758},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-47987-2\_75},
  doi          = {10.1007/3-540-47987-2\_75},
  timestamp    = {Tue, 21 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/its/MurrayA02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/ArroyoW01,
  author       = {Ivon Arroyo and
                  Beverly Park Woolf},
  editor       = {Mathias Bauer and
                  Piotr J. Gmytrasiewicz and
                  Julita Vassileva},
  title        = {Improving Student Models by Reasoning about Cognitive Ability, Emotions
                  and Gender},
  booktitle    = {User Modeling 2001, 8th International Conference, {UM} 2001, Sonthofen,
                  Germany, July 13-17, 2001, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2109},
  pages        = {265--267},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-44566-8\_40},
  doi          = {10.1007/3-540-44566-8\_40},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/um/ArroyoW01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/its/ArroyoBWBS00,
  author       = {Ivon Arroyo and
                  Joseph Beck and
                  Beverly Park Woolf and
                  Carole R. Beal and
                  Klaus Schultz},
  editor       = {Gilles Gauthier and
                  Claude Frasson and
                  Kurt VanLehn},
  title        = {Macroadapting Animalwatch to Gender and Cognitive Differnces with
                  Respect to Hint Interactivity and Symbolism},
  booktitle    = {Intelligent Tutoring Systems, 5th International Conference, {ITS}
                  2000, Montr{\'{e}}al, Canada, June 19-23, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1839},
  pages        = {574--583},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-45108-0\_61},
  doi          = {10.1007/3-540-45108-0\_61},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/its/ArroyoBWBS00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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