Web Search and Data Mining (WSDM) (2012)

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Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, 2012

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