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ORCID5th WSDM 2012: Seattle, WA, USA
- Eytan Adar, Jaime Teevan, Eugene Agichtein, Yoelle Maarek:
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012. ACM 2012, ISBN 978-1-4503-0747-5
Keynote address
- Hal R. Varian:
Nowcasting the macroeconomy with search engine data. 1-2
Multimedia and geo-mining
- Roelof van Zwol, Lluis Garcia Pueyo:
Spatially-aware indexing for image object retrieval. 3-12 - Yuan Cao Zhang, Diarmuid Ó Séaghdha, Daniele Quercia, Tamas Jambor:
Auralist: introducing serendipity into music recommendation. 13-22 - Hanqiang Cheng, Yu-Li Liang, Xinyu Xing, Xue Liu, Richard Han
, Qin Lv, Shivakant Mishra:
Efficient misbehaving user detection in online video chat services. 23-32 - Haipeng Zhang, Mohammed Korayem, Erkang You, David J. Crandall:
Beyond co-occurrence: discovering and visualizing tag relationships from geo-spatial and temporal similarities. 33-42 - Nilesh N. Dalvi, Ravi Kumar, Bo Pang:
Object matching in tweets with spatial models. 43-52
Spotlight on mining
- George Papadakis, Ekaterini Ioannou, Claudia Niederée, Themis Palpanas, Wolfgang Nejdl:
Beyond 100 million entities: large-scale blocking-based resolution for heterogeneous data. 53-62 - Yi Fang, Luo Si, Naveen Somasundaram, Zhengtao Yu:
Mining contrastive opinions on political texts using cross-perspective topic model. 63-72 - Partha Pratim Talukdar, Derry Wijaya, Tom M. Mitchell:
Coupled temporal scoping of relational facts. 73-82 - Anirban Dasgupta, Maxim Gurevich, Liang Zhang, Belle L. Tseng, Achint Oommen Thomas:
Overcoming browser cookie churn with clustering. 83-92 - Jiliang Tang, Huiji Gao, Huan Liu:
mTrust: discerning multi-faceted trust in a connected world. 93-102 - Marc Najork, Dennis Fetterly, Alan Halverson, Krishnaram Kenthapadi, Sreenivas Gollapudi:
Of hammers and nails: an empirical comparison of three paradigms for processing large graphs. 103-112 - Bo Long, Yi Chang, Anlei Dong, Jianzhang He:
Pairwise cross-domain factor model for heterogeneous transfer ranking. 113-122 - Amr Ahmed, Mohamed Aly, Joseph Gonzalez, Shravan M. Narayanamurthy, Alexander J. Smola:
Scalable inference in latent variable models. 123-132 - Steffen Rendle:
Learning recommender systems with adaptive regularization. 133-142 - Suhrid Balakrishnan, Sumit Chopra:
Collaborative ranking. 143-152 - Gianmarco De Francisci Morales, Aristides Gionis, Claudio Lucchese:
From chatter to headlines: harnessing the real-time web for personalized news recommendation. 153-162 - Samaneh Moghaddam, Mohsen Jamali, Martin Ester:
ETF: extended tensor factorization model for personalizing prediction of review helpfulness. 163-172 - Artus Krohn-Grimberghe, Lucas Drumond, Christoph Freudenthaler, Lars Schmidt-Thieme:
Multi-relational matrix factorization using bayesian personalized ranking for social network data. 173-182 - Ravi Kant, Srinivasan H. Sengamedu, Krishnan S. Kumar:
Comment spam detection by sequence mining. 183-192 - Hadi Amiri, Tat-Seng Chua:
Mining slang and urban opinion words and phrases from cQA services: an optimization approach. 193-202
Web search I
- Jeff Huang, Thomas Lin, Ryen W. White:
No search result left behind: branching behavior with browser tabs. 203-212 - Jin Young Kim, Kevyn Collins-Thompson, Paul N. Bennett, Susan T. Dumais:
Characterizing web content, user interests, and search behavior by reading level and topic. 213-222 - Ugo Scaiella, Paolo Ferragina, Andrea Marino, Massimiliano Ciaramita:
Topical clustering of search results. 223-232 - Chenhao Tan, Evgeniy Gabrilovich, Bo Pang:
To each his own: personalized content selection based on text comprehensibility. 233-242
Web information extraction and data mining
- Bhavana Bharat Dalvi, William W. Cohen, Jamie Callan:
WebSets: extracting sets of entities from the web using unsupervised information extraction. 243-252 - Pallika H. Kanani, Andrew McCallum:
Selecting actions for resource-bounded information extraction using reinforcement learning. 253-262 - Debmalya Panigrahi, Atish Das Sarma, Gagan Aggarwal, Andrew Tomkins:
Online selection of diverse results. 263-272 - Reid Andersen, David F. Gleich, Vahab S. Mirrokni:
Overlapping clusters for distributed computation. 273-282
Spotlight on search and advertising
- Panagiotis Papadimitriou, Hector Garcia-Molina:
Sponsored search auctions with conflict constraints. 283-292 - Rómer Rosales, Haibin Cheng, Eren Manavoglu:
Post-click conversion modeling and analysis for non-guaranteed delivery display advertising. 293-302 - Danqing Xu, Yiqun Liu, Min Zhang, Shaoping Ma, Liyun Ru:
Incorporating revisiting behaviors into click models. 303-312 - Weizhu Chen, Dong Wang, Yuchen Zhang, Zheng Chen, Adish Singla, Qiang Yang:
A noise-aware click model for web search. 313-322 - Si Shen, Botao Hu, Weizhu Chen, Qiang Yang:
Personalized click model through collaborative filtering. 323-332 - Amr Ahmed, Choon Hui Teo, S. V. N. Vishwanathan, Alexander J. Smola:
Fair and balanced: learning to present news stories. 333-342 - Chen Wang, Keping Bi, Yunhua Hu, Hang Li, Guihong Cao:
Extracting search-focused key n-grams for relevance ranking in web search. 343-352 - Yang Song, Dengyong Zhou, Li-wei He:
Query suggestion by constructing term-transition graphs. 353-362 - Yosi Mass, Yehoshua Sagiv:
Language models for keyword search over data graphs. 363-372 - Georg Buscher, Ryen W. White, Susan T. Dumais, Jeff Huang:
Large-scale analysis of individual and task differences in search result page examination strategies. 373-382 - Jackie Chi Kit Cheung, Xiao Li:
Sequence clustering and labeling for unsupervised query intent discovery. 383-392 - Virgiliu Pavlu, Shahzad Rajput, Peter B. Golbus, Javed A. Aslam:
IR system evaluation using nugget-based test collections. 393-402 - Alexander Kotov, ChengXiang Zhai:
Tapping into knowledge base for concept feedback: leveraging conceptnet to improve search results for difficult queries. 403-412 - Samuel Ieong, Nina Mishra, Eldar Sadikov, Li Zhang:
Domain bias in web search. 413-422 - Dongdong Shan, Shuai Ding, Jing He, Hongfei Yan, Xiaoming Li:
Optimized top-k processing with global page scores on block-max indexes. 423-432
Web search II
- David A. Sontag, Kevyn Collins-Thompson, Paul N. Bennett, Ryen W. White, Susan T. Dumais, Bodo Billerbeck:
Probabilistic models for personalizing web search. 433-442 - Michael Bendersky, Donald Metzler, W. Bruce Croft:
Effective query formulation with multiple information sources. 443-452 - Changsung Kang, Xuanhui Wang, Yi Chang, Belle L. Tseng:
Learning to rank with multi-aspect relevance for vertical search. 453-462 - Danqi Chen, Weizhu Chen, Haixun Wang, Zheng Chen, Qiang Yang:
Beyond ten blue links: enabling user click modeling in federated web search. 463-472
Web advertising and finance
- Yandong Liu, Sandeep Pandey, Deepak Agarwal, Vanja Josifovski:
Finding the right consumer: optimizing for conversion in display advertising campaigns. 473-482 - Deepak Agarwal, Maxim Gurevich:
Fast top-k retrieval for model based recommendation. 483-492 - Chenyan Xiong, Taifeng Wang, Wenkui Ding, Yidong Shen, Tie-Yan Liu:
Relational click prediction for sponsored search. 493-502 - Yang Liu, Roy Chen, Yan Chen, Qiaozhu Mei, Suzy Salib:
"I loan because...": understanding motivations for pro-social lending. 503-512
Social I
- Eduardo J. Ruiz, Vagelis Hristidis, Carlos Castillo, Aristides Gionis, Alejandro Jaimes:
Correlating financial time series with micro-blogging activity. 513-522 - Rawia Awadallah, Maya Ramanath, Gerhard Weikum:
Harmony and dissonance: organizing the people's voices on political controversies. 523-532 - Hila Becker, Dan Iter, Mor Naaman, Luis Gravano:
Identifying content for planned events across social media sites. 533-542 - John W. Byers, Michael Mitzenmacher, Georgios Zervas:
Daily deals: prediction, social diffusion, and reputational ramifications. 543-552
Spotlight on social
- Guo-Jun Qi, Charu C. Aggarwal, Thomas S. Huang:
On clustering heterogeneous social media objects with outlier links. 553-562 - Edgar Meij, Wouter Weerkamp, Maarten de Rijke:
Adding semantics to microblog posts. 563-572 - Junming Huang, Xueqi Cheng, Huawei Shen, Tao Zhou, Xiaolong Jin:
Exploring social influence via posterior effect of word-of-mouth recommendations. 573-582 - Xueke Xu, Songbo Tan, Yue Liu, Xueqi Cheng, Zheng Lin, Jiafeng Guo:
Find me opinion sources in blogosphere: a unified framework for opinionated blog feed retrieval. 583-592 - Anish Das Sarma, Sreenivas Gollapudi, Rina Panigrahy, Li Zhang:
Understanding cyclic trends in social choices. 593-602 - Smriti Bhagat, Amit Goyal, Laks V. S. Lakshmanan:
Maximizing product adoption in social networks. 603-612 - Ingmar Weber, Antti Ukkonen, Aristides Gionis:
Answers, not links: extracting tips from yahoo! answers to address how-to web queries. 613-622 - Peifeng Yin, Ping Luo, Min Wang, Wang-Chien Lee:
A straw shows which way the wind blows: ranking potentially popular items from early votes. 623-632 - Onur Kucuktunc, Berkant Barla Cambazoglu, Ingmar Weber, Hakan Ferhatosmanoglu:
A large-scale sentiment analysis for Yahoo! answers. 633-642
Spotlight on mining
- Oren Tsur, Ari Rappoport:
What's in a hashtag?: content based prediction of the spread of ideas in microblogging communities. 643-652
Spotlight on social
- Marisa A. Vasconcelos, Saulo M. R. Ricci, Jussara M. Almeida, Fabrício Benevenuto, Virgílio A. F. Almeida:
Tips, dones and todos: uncovering user profiles in foursquare. 653-662 - Yizhou Sun, Jiawei Han, Charu C. Aggarwal, Nitesh V. Chawla:
When will it happen?: relationship prediction in heterogeneous information networks. 663-672 - Sanjay Ram Kairam, Dan J. Wang, Jure Leskovec:
The life and death of online groups: predicting group growth and longevity. 673-682 - Chia-Jung Lee, W. Bruce Croft, Jin Young Kim:
Evaluating search in personal social media collections. 683-692 - Ankan Saha, Vikas Sindhwani:
Learning evolving and emerging topics in social media: a dynamic nmf approach with temporal regularization. 693-702
Social II
- Ashton Anderson, Daniel P. Huttenlocher, Jon M. Kleinberg, Jure Leskovec:
Effects of user similarity in social media. 703-712 - Rina Panigrahy, Marc Najork, Yinglian Xie:
How user behavior is related to social affinity. 713-722 - Adam Sadilek, Henry A. Kautz, Jeffrey P. Bigham:
Finding your friends and following them to where you are. 723-732 - Yaron Singer:
How to win friends and influence people, truthfully: influence maximization mechanisms for social networks. 733-742 - Jie Tang, Tiancheng Lou, Jon M. Kleinberg:
Inferring social ties across heterogenous networks. 743-752
Keynote address
- Hilary Mason:
The secret life of social links. 753-754
Doctoral consortium
- Luca Chiarandini:
Exploration and discovery of user-generated content in large information spaces. 755-756 - Kushal S. Dave:
Computational advertising: leveraging user interaction & contextual factors for improved ad relevance & targeting. 757-758 - Brian Thompson:
The early bird gets the buzz: detecting anomalies and emerging trends in information networks. 759-760 - Elizeu Santos-Neto:
Characterizing and harnessing peer-production of information in social tagging systems. 761-762
Tutorials
- Eugene Agichtein, Evgeniy Gabrilovich:
Mining, searching and exploiting collaboratively generated content on the web. 763-764 - Chirag Shah:
Collaborative information seeking: understanding users, systems, and content. 765-766 - Hang Li, Jun Xu:
Machine learning for query-document matching in search. 767-768
Workshops
- Craig Macdonald, Jun Wang, Charles L. A. Clarke:
2nd international workshop on diversity in document retrieval (DDR 2012). 769-770 - Pavel Serdyukov, Nick Craswell, Georges Dupret:
WSCD 2012: workshop on web search click data 2012. 771-772
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