Web Search and Data Mining (WSDM) (2016)

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Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016

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Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016
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Information Evolution in Social Networks.
Lada A. Adamic|Thomas M. Lento|Eytan Adar|Pauline C. Ng
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Kangaroo: Workload-Aware Processing of Range Data and Range Queries in Hadoop.
Ahmed M. Aly|Hazem Elmeleegy|Yan Qi|Walid G. Aref
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Distributed Balanced Partitioning via Linear Embedding.
Kevin Aydin|MohammadHossein Bateni|Vahab S. Mirrokni
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On the Efficiency of the Information Networks in Social Media.
Mahmoudreza Babaei|Przemyslaw A. Grabowicz|Isabel Valera|Krishna P. Gummadi|Manuel Gomez-Rodriguez
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Serving a Billion Personalized News Feeds.
Lars Backstrom
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Transductive Classification on Heterogeneous Information Networks with Edge Betweenness-based Normalization.
Phiradet Bangcharoensap|Tsuyoshi Murata|Hayato Kobayashi|Nobuyuki Shimizu
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An Information-Theoretic Approach to Individual Sequential Data Sanitization.
Luca Bonomi|Liyue Fan|Hongxia Jin
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Representation Learning for Information Diffusion through Social Networks: an Embedded Cascade Model.
Simon Bourigault|Sylvain Lamprier|Patrick Gallinari
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Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis.
Sérgio D. Canuto|Marcos André Gonçalves|Fabrício Benevenuto
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Multi-view Machines.
Bokai Cao|Hucheng Zhou|Guoqiang Li|Philip S. Yu
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You've got Mail, and Here is What you Could do With It!: Analyzing and Predicting Actions on Email Messages.
Dotan Di Castro|Zohar Shay Karnin|Liane Lewin-Eytan|Yoelle Maarek
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Enforcing k-anonymity in Web Mail Auditing.
Dotan Di Castro|Liane Lewin-Eytan|Yoelle Maarek|Ran Wolff|Eyal Zohar
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Multi-Score Position Auctions.
Denis Xavier Charles|Nikhil R. Devanur|Balasubramanian Sivan
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Keynote Speaker Bio.
Yiling Chen
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Long-tail Vocabulary Dictionary Extraction from the Web.
Zhe Chen|Michael J. Cafarella|H. V. Jagadish
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Mobile App Tagging.
Ning Chen|Steven C. H. Hoi|Shaohua Li|Xiaokui Xiao
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Modeling Intransitivity in Matchup and Comparison Data.
Shuo Chen|Thorsten Joachims
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A Semantic Graph based Topic Model for Question Retrieval in Community Question Answering.
Long Chen|Joemon M. Jose|Haitao Yu|Fajie Yuan|Dell Zhang
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Click Models for Web Search and their Applications to IR: WSDM 2016 Tutorial.
Aleksandr Chuklin|Ilya Markov|Maarten de Rijke
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Hierarchical Semi-supervised Classification with Incomplete Class Hierarchies.
Bhavana Dalvi|Aditya Kumar Mishra|William W. Cohen
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Improving IP Geolocation using Query Logs.
Ovidiu Dan|Vaibhav Parikh|Brian D. Davison
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Large-Scale Deep Learning For Building Intelligent Computer Systems.
Jeffrey Dean
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WSDM 2016 Workshop on the Ethics of Online Experimentation.
Fernando Diaz|Solon Barocas
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User Modeling in Large Social Networks.
Yuxiao Dong
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Scaling up Link Prediction with Ensembles.
Liang Duan|Charu C. Aggarwal|Shuai Ma|Renjun Hu|Jinpeng Huai
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Equality and Social Mobility in Twitter Discussion Groups.
Katherine Ellis|Moisés Goldszmidt|Gert R. G. Lanckriet|Nina Mishra|Omer Reingold
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Temporal Formation and Evolution of Online Communities.
Hossein Fani
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Quantifying Controversy in Social Media.
Kiran Garimella|Gianmarco De Francisci Morales|Aristides Gionis|Michael Mathioudakis
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Query Understanding for Search on All Devices at WSDM 2016.
Amit Goyal|Jianfeng Gao|Hongbo Deng|Yi Chang
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Dynamic Collective Entity Representations for Entity Ranking.
David Graus|Manos Tsagkias|Wouter Weerkamp|Edgar Meij|Maarten de Rijke
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TargetAd2016: 2nd International Workshop on Ad Targeting at Scale.
Mihajlo Grbovic|Nemanja Djuric|Vladan Radosavljevic
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Feature Generation and Selection on the Heterogeneous Graph for Music Recommendation.
Chun Guo
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Event Search and Analytics: Detecting Events in Semantically Annotated Corpora for Search & Analytics.
Dhruv Gupta
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Understanding Diffusion Processes: Inference and Theory.
Xinran He
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How Relevant is the Irrelevant Data: Leveraging the Tagging Data for a Learning-to-Rank Model.
Noor Ifada|Richi Nayak
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Web-scale Multimedia Search for Internet Video Content.
Lu Jiang
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Reducing Click and Skip Errors in Search Result Ranking.
Jiepu Jiang|James Allan
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Ensemble Models for Data-driven Prediction of Malware Infections.
Chanhyun Kang|Noseong Park|B. Aditya Prakash|Edoardo Serra|V. S. Subrahmanian
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To Suggest, or Not to Suggest for Queries with Diverse Intents: Optimizing Search Result Presentation.
Makoto P. Kato|Katsumi Tanaka
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Quality Management in Crowdsourcing using Gold Judges Behavior.
Gabriella Kazai|Imed Zitouni
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Towards Modelling Language Innovation Acceptance in Online Social Networks.
Daniel Kershaw|Matthew Rowe|Patrick Stacey
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Extracting Search Query Patterns via the Pairwise Coupled Topic Model.
Takuya Konishi|Takuya Ohwa|Sumio Fujita|Kazushi Ikeda|Kohei Hayashi
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Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior.
Farshad Kooti|Kristina Lerman|Luca Maria Aiello|Mihajlo Grbovic|Nemanja Djuric|Vladan Radosavljevic
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Understanding User Attention and Engagement in Online News Reading.
Dmitry Lagun|Mounia Lalmas
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Understanding Offline Political Systems by Mining Online Political Data.
David Lazer|Oren Tsur|Tina Eliassi-Rad
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DiFacto: Distributed Factorization Machines.
Mu Li|Ziqi Liu|Alexander J. Smola|Yu-Xiang Wang
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Crowdsourcing High Quality Labels with a Tight Budget.
Qi Li|Fenglong Ma|Jing Gao|Lu Su|Christopher J. Quinn
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Project Success Prediction in Crowdfunding Environments.
Yan Li|Vineeth Rakesh|Chandan K. Reddy
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Personalized PageRank Estimation and Search: A Bidirectional Approach.
Peter Lofgren|Siddhartha Banerjee|Ashish Goel
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Is Mail The Next Frontier In Search And Data Mining?
Yoelle Maarek
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Wiggins: Detecting Valuable Information in Dynamic Networks Using Limited Resources.
Ahmad Mahmoody|Matteo Riondato|Eli Upfal
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Barbara Made the News: Mining the Behavior of Crowds for Time-Aware Learning to Rank.
Flávio Martins|João Magalhães|Jamie Callan
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Second Workshop on Search and Exploration of X-Rated Information (SEXI'16): WSDM Workshop Summary.
Vanessa Murdock|Charles L. A. Clarke|Jaap Kamps|Jussi Karlgren
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The Past and Future of Systems for Current Events.
Mor Naaman
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Semantic Documents Relatedness using Concept Graph Representation.
Yuan Ni|Qiongkai Xu|Feng Cao|Yosi Mass|Dafna Sheinwald|Huijia Zhu|Shao Sheng Cao
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Improving Website Hyperlink Structure Using Server Logs.
Ashwin Paranjape|Robert West|Leila Zia|Jure Leskovec
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Centrality-Aware Link Recommendations.
Nikos Parotsidis|Evaggelia Pitoura|Panayiotis Tsaparas
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Publication Date Prediction through Reverse Engineering of the Web.
Liudmila Ostroumova Prokhorenkova|Petr Prokhorenkov|Egor Samosvat|Pavel Serdyukov
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The Predictive Power of Massive Data about our Fine-Grained Behavior.
Foster J. Provost
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Modeling and Predicting Learning Behavior in MOOCs.
Jiezhong Qiu|Jie Tang|Tracy Xiao Liu|Jie Gong|Chenhui Zhang|Qian Zhang|Yufei Xue
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Probabilistic Group Recommendation Model for Crowdfunding Domains.
Vineeth Rakesh|Wang-Chien Lee|Chandan K. Reddy
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Understanding and Identifying Advocates for Political Campaigns on Social Media.
Suhas Ranganath|Xia Hu|Jiliang Tang|Huan Liu
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Evolution of Privacy Loss in Wikipedia.
Marian-Andrei Rizoiu|Lexing Xie|Tibério S. Caetano|Manuel Cebrián
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Mining the Web for Intelligent Problem Solving for Programmers.
Xin Rong
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EgoSet: Exploiting Word Ego-networks and User-generated Ontology for Multifaceted Set Expansion.
Xin Rong|Zhe Chen|Qiaozhu Mei|Eytan Adar
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Discriminative Learning of Infection Models.
Nir Rosenfeld|Mor Nitzan|Amir Globerson
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Multileave Gradient Descent for Fast Online Learning to Rank.
Anne Schuth|Harrie Oosterhuis|Shimon Whiteson|Maarten de Rijke
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Optimizing Search Interactions within Professional Social Networks.
Nikita V. Spirin
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Querying and Tracking Influencers in Social Streams.
Karthik Subbian|Charu C. Aggarwal|Jaideep Srivastava
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Inferring Latent Triggers of Purchases with Consideration of Social Effects and Media Advertisements.
Yusuke Tanaka|Takeshi Kurashima|Yasuhiro Fujiwara|Tomoharu Iwata|Hiroshi Sawada
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AMiner: Toward Understanding Big Scholar Data.
Jie Tang
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Mining Complaints to Improve a Product: a Study about Problem Phrase Extraction from User Reviews.
Elena Tutubalina
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Term-by-Term Query Auto-Completion for Mobile Search.
Saúl Vargas|Roi Blanco|Peter Mika
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On Obtaining Effort Based Judgements for Information Retrieval.
Manisha Verma|Emine Yilmaz|Nick Craswell
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WSDM Cup 2016: Entity Ranking Challenge.
Alex D. Wade|Kuansan Wang|Yizhou Sun|Antonio Gulli
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Your Cart tells You: Inferring Demographic Attributes from Purchase Data.
Pengfei Wang|Jiafeng Guo|Yanyan Lan|Jun Xu|Xueqi Cheng
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Modeling Check-in Preferences with Multidimensional Knowledge: A Minimax Entropy Approach.
Jingjing Wang|Min Li|Jiawei Han|Xiaolong Wang
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Beyond Ranking: Optimizing Whole-Page Presentation.
Yue Wang|Dawei Yin|Luo Jie|Pengyuan Wang|Makoto Yamada|Yi Chang|Qiaozhu Mei
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Hierarchical Label Propagation and Discovery for Machine Generated Email.
James B. Wendt|Michael Bendersky|Lluis Garcia Pueyo|Vanja Josifovski|Balint Miklos|Ivo Krka|Amitabh Saikia|Jie Yang|Marc-Allen Cartright|Sujith Ravi
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The Troll-Trust Model for Ranking in Signed Networks.
Zhaoming Wu|Charu C. Aggarwal|Jimeng Sun
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Collaborative Denoising Auto-Encoders for Top-N Recommender Systems.
Yao Wu|Christopher DuBois|Alice X. Zheng|Martin Ester
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Relational Learning with Social Status Analysis.
Liang Wu|Xia Hu|Huan Liu
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CCCF: Improving Collaborative Filtering via Scalable User-Item Co-Clustering.
Yao Wu|Xudong Liu|Min Xie|Martin Ester|Qing Yang
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Relationship Queries on Extended Knowledge Graphs.
Mohamed Yahya|Denilson Barbosa|Klaus Berberich|Qiuyue Wang|Gerhard Weikum
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Nonlinear Laplacian for Digraphs and its Applications to Network Analysis.
Yuichi Yoshida
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Cross-modality Consistent Regression for Joint Visual-Textual Sentiment Analysis of Social Multimedia.
Quanzeng You|Jiebo Luo|Hailin Jin|Jianchao Yang
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Who Will Reply to/Retweet This Tweet?: The Dynamics of Intimacy from Online Social Interactions.
Nicholas Jing Yuan|Yuan Zhong|Fuzheng Zhang|Xing Xie|Chin-Yew Lin|Yong Rui
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Geographic Segmentation via Latent Poisson Factor Model.
Rose Yu|Andrew Gelfand|Suju Rajan|Cyrus Shahabi|Yan Liu
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Feedback Control of Real-Time Display Advertising.
Weinan Zhang|Yifei Rong|Jun Wang|Tianchi Zhu|Xiaofan Wang
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Learning Distributed Representations of Data in Community Question Answering for Question Retrieval.
Kai Zhang|Wei Wu|Fang Wang|Ming Zhou|Zhoujun Li
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Affective Computing of Image Emotion Perceptions.
Sicheng Zhao
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E-commerce Product Recommendation by Personalized Promotion and Total Surplus Maximization.
Qi Zhao
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Detecting Social Media Icebergs by Their Tips: Rumors, Persuasion Campaigns, and Information Needs.
Zhe Zhao