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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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Large-Scale Deep Learning For Building Intelligent Computer Systems
Jeffrey Dean

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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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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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How Relevant is the Irrelevant Data: Leveraging the Tagging Data for a Learning-to-Rank Model
Noor Ifada | Richi Nayak

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Quantifying Controversy in Social Media
Kiran Garimella | Gianmarco De Francisci Morales | Aristides Gionis | Michael Mathioudakis

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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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Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis
Sérgio D. Canuto | Marcos André Gonçalves | Fabrício Benevenuto

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Mobile App Tagging
Ning Chen | Steven C. H. Hoi | Shaohua Li | Xiaokui Xiao

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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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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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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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Beyond Ranking: Optimizing Whole-Page Presentation
Yue Wang | Dawei Yin | Luo Jie | Pengyuan Wang | Makoto Yamada | Yi Chang | Qiaozhu Mei

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Understanding User Attention and Engagement in Online News Reading
Dmitry Lagun | Mounia Lalmas

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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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To Suggest, or Not to Suggest for Queries with Diverse Intents: Optimizing Search Result Presentation
Makoto P. Kato | Katsumi Tanaka

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Term-by-Term Query Auto-Completion for Mobile Search
Saúl Vargas | Roi Blanco | Peter Mika

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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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Personalized PageRank Estimation and Search: A Bidirectional Approach
Peter Lofgren | Siddhartha Banerjee | Ashish Goel

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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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Reducing Click and Skip Errors in Search Result Ranking
Jiepu Jiang | James Allan

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Hierarchical Semi-supervised Classification with Incomplete Class Hierarchies
Bhavana Dalvi | Aditya Kumar Mishra | William W. Cohen

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Is Mail The Next Frontier In Search And Data Mining?
Yoelle Maarek

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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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Evolution of Privacy Loss in Wikipedia
Marian-Andrei Rizoiu | Lexing Xie | Tibério S. Caetano | Manuel Cebrián

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Keynote Speaker Bio
Yiling Chen

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Modeling Intransitivity in Matchup and Comparison Data
Shuo Chen | Thorsten Joachims

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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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Probabilistic Group Recommendation Model for Crowdfunding Domains
Vineeth Rakesh | Wang-Chien Lee | Chandan K. Reddy

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Quality Management in Crowdsourcing using Gold Judges Behavior
Gabriella Kazai | Imed Zitouni

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On Obtaining Effort Based Judgements for Information Retrieval
Manisha Verma | Emine Yilmaz | Nick Craswell

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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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Modeling Check-in Preferences with Multidimensional Knowledge: A Minimax Entropy Approach
Jingjing Wang | Min Li | Jiawei Han | Xiaolong Wang

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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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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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Enforcing k-anonymity in Web Mail Auditing
Dotan Di Castro | Liane Lewin-Eytan | Yoelle Maarek | Ran Wolff | Eyal Zohar

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An Information-Theoretic Approach to Individual Sequential Data Sanitization
Luca Bonomi | Liyue Fan | Hongxia Jin

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Improving IP Geolocation using Query Logs
Ovidiu Dan | Vaibhav Parikh | Brian D. Davison

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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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Scaling up Link Prediction with Ensembles
Liang Duan | Charu C. Aggarwal | Shuai Ma | Renjun Hu | Jinpeng Huai

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DiFacto: Distributed Factorization Machines
Mu Li | Ziqi Liu | Alexander J. Smola | Yu-Xiang Wang

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Distributed Balanced Partitioning via Linear Embedding
Kevin Aydin | MohammadHossein Bateni | Vahab S. Mirrokni

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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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Feedback Control of Real-Time Display Advertising
Weinan Zhang | Yifei Rong | Jun Wang | Tianchi Zhu | Xiaofan Wang

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Multi-Score Position Auctions
Denis Xavier Charles | Nikhil R. Devanur | Balasubramanian Sivan

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Multi-view Machines
Bokai Cao | Hucheng Zhou | Guoqiang Li | Philip S. Yu

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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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The Troll-Trust Model for Ranking in Signed Networks
Zhaoming Wu | Charu C. Aggarwal | Jimeng Sun

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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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AMiner: Toward Understanding Big Scholar Data
Jie Tang

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Serving a Billion Personalized News Feeds
Lars Backstrom

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The Predictive Power of Massive Data about our Fine-Grained Behavior
Foster J. Provost

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Information Evolution in Social Networks
Lada A. Adamic | Thomas M. Lento | Eytan Adar | Pauline C. Ng

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Nonlinear Laplacian for Digraphs and its Applications to Network Analysis
Yuichi Yoshida

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Querying and Tracking Influencers in Social Streams
Karthik Subbian | Charu C. Aggarwal | Jaideep Srivastava

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Centrality-Aware Link Recommendations
Nikos Parotsidis | Evaggelia Pitoura | Panayiotis Tsaparas

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Relational Learning with Social Status Analysis
Liang Wu | Xia Hu | Huan Liu

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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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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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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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Towards Modelling Language Innovation Acceptance in Online Social Networks
Daniel Kershaw | Matthew Rowe | Patrick Stacey

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Discriminative Learning of Infection Models
Nir Rosenfeld | Mor Nitzan | Amir Globerson

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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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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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WSDM Cup 2016: Entity Ranking Challenge
Alex D. Wade | Kuansan Wang | Yizhou Sun | Antonio Gulli

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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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Relationship Queries on Extended Knowledge Graphs
Mohamed Yahya | Denilson Barbosa | Klaus Berberich | Qiuyue Wang | Gerhard Weikum

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Improving Website Hyperlink Structure Using Server Logs
Ashwin Paranjape | Robert West | Leila Zia | Jure Leskovec

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Long-tail Vocabulary Dictionary Extraction from the Web
Zhe Chen | Michael J. Cafarella | H. V. Jagadish

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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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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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Extracting Search Query Patterns via the Pairwise Coupled Topic Model
Takuya Konishi | Takuya Ohwa | Sumio Fujita | Kazushi Ikeda | Kohei Hayashi

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The Past and Future of Systems for Current Events
Mor Naaman

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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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Wiggins: Detecting Valuable Information in Dynamic Networks Using Limited Resources
Ahmad Mahmoody | Matteo Riondato | Eli Upfal

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Understanding Offline Political Systems by Mining Online Political Data
David Lazer | Oren Tsur | Tina Eliassi-Rad

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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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Query Understanding for Search on All Devices at WSDM 2016
Amit Goyal | Jianfeng Gao | Hongbo Deng | Yi Chang

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TargetAd2016: 2nd International Workshop on Ad Targeting at Scale
Mihajlo Grbovic | Nemanja Djuric | Vladan Radosavljevic

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WSDM 2016 Workshop on the Ethics of Online Experimentation
Fernando Diaz | Solon Barocas

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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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Mining Complaints to Improve a Product: a Study about Problem Phrase Extraction from User Reviews
Elena Tutubalina

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Web-scale Multimedia Search for Internet Video Content
Lu Jiang

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Affective Computing of Image Emotion Perceptions
Sicheng Zhao

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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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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

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User Modeling in Large Social Networks
Yuxiao Dong

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Feature Generation and Selection on the Heterogeneous Graph for Music Recommendation
Chun Guo

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Temporal Formation and Evolution of Online Communities
Hossein Fani

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Mining the Web for Intelligent Problem Solving for Programmers
Xin Rong

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Optimizing Search Interactions within Professional Social Networks
Nikita V. Spirin