9am |
Jeff Dean
Google Research
Title: Large-Scale Deep Learning For Building Intelligent Computer Systems
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10am |
Coffee Break
Fisher Banquet Room
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10:30am |
Paper Presentations
Communities and Social Interaction
-
Long
Who Will Reply to/Retweet This Tweet?: The Dynamics of Intimacy from Online Social Interactions ACM DL
Nicholas Jing Yuan, Yuan Zhong, Fuzheng Zhang, Xing Xie, Chin-Yew Lin and Yong Rui
-
Long
Cross-modality Consistent Regression for Joint Visual-Textual Sentiment Analysis of Social Multimedia ACM DL
Quanzeng You, Jiebo Luo, Hailin Jin and Jianchao Yang
-
Long
How Relevant is the Irrelevant Data: Leveraging the Tagging Data for a Learning-to-Rank Model ACM DL
Noor Ifada and Richi Nayak
-
Short
Quantifying Controversy in Social Media ACM DL
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis and Michael Mathioudakis
-
Short
Understanding and Identifying Advocates for Political Campaigns on Social Media ACM DL
Suhas Ranganath, Xia Hu, Jiliang Tang and Huan Liu
-
Short
Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis ACM DL
Sérgio Canuto, Marcos André Gonçalves and Fabrício Benevenuto
-
Short
Ning Chen, Steven C.H. Hoi, Shaohua Li and Xiaokui Xiao
-
Short
CCCF: Improving Collaborative Filtering via Scalable User-Item Co-Clustering ACM DL
Yao Wu, Xudong Liu, Min Xie, Martin Ester and Qing Yang
-
Short
On the Efficiency of the Information Networks in Social Media ACM DL
Mahmoudreza Babaei, Przemyslaw Grabowicz, Isabel Valera, Krishna Gummadi and Manuel Gomez-Rodriguez
-
Short
Modeling and Predicting Learning Behavior in MOOCs ACM DL
Jiezhong Qiu, Jie Tang, Tracy Liu, Jie Gong, Chenhui Zhang, Qian Zhang and Yufei Xue
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12pm |
Poster Session 1 & Lunch
All papers presented as talks on Tuesday (Feb 23) and talks in the morning session on Thursday (Feb 25) will be presented as posters.
Room: Fisher Banquet Room
|
2pm |
Paper Presentations
Search and Semantics
-
Long
Beyond Ranking: Optimizing Whole-Page Presentation ACM DL
Yue Wang, Dawei Yin, Roger Jie Luo, Pengyuan Wang, Makoto Yamada, Yi Chang and Qiaozhu Mei
-
Long
Understanding User Attention and Engagement in Online News Reading ACM DL
Dmitry Lagun and Mounia Lalmas
-
Long
Publication date prediction through reverse engineering of the Web ACM DL
Liudmila Ostroumova Prokhorenkova, Petr Prokhorenkov, Egor Samosvat and Pavel Serdyukov
-
Short
To Suggest, or Not to Suggest for Queries with Diverse Intents: Optimizing Search Result Presentation ACM DL
Makoto P. Kato and Katsumi Tanaka
-
Short
Term-by-Term Query Auto-Completion for Mobile Search ACM DL
Saúl Vargas, Roi Blanco and Peter Mika
-
Short
Collaborative Denoising Auto-Encoders for Top-N Recommender Systems ACM DL
Yao Wu, Christopher Dubois, Alice Zheng and Martin Ester
-
Short
Personalized PageRank Estimation and Search: A Bidirectional Approach ACM DL
Peter Lofgren, Siddhartha Banerjee and Ashish Goel
-
Short
Your Cart tells You: Inferring Demographic Attributes from Purchase Data ACM DL
Pengfei Wang, Jiafeng Guo, Yanyan Lan, Jun Xu and Xueqi Cheng
-
Short
Reducing Click and Skip Errors in Search Result Ranking ACM DL
Jiepu Jiang and James Allan
-
Short
Hierarchical Semi-supervised Classification with Incomplete Class Hierarchies ACM DL
Bhavana Dalvi, Aditya Mishra and William Cohen
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3:30pm |
Coffee Break
Fisher Banquet Room
|
4pm |
Yoelle Maarek
Yahoo
Title: Is Mail The Next Frontier In Search And Data Mining?
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4:45pm |
Paper Presentations
Observing Users
-
Long
Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior ACM DL
Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric and Vladan Radosavljevic
-
Long
Evolution of Privacy Loss in Wikipedia ACM DL
Marian-Andrei Rizoiu, Lexing Xie, Tiberio Caetano and Manuel Cebrian
|
5:30pm |
|
9am |
Yiling Chen
Harvard University
Title: Why Incentive Alignment is Relevant for Data Science
|
10am |
Coffee Break
Fisher Banquet Room
|
10:30am |
Paper Presentations
Leveraging Users
-
Long
Modeling Intransitivity in Matchup and Comparison Data ACM DL
Shuo Chen and Thorsten Joachims
-
Long
Crowdsourcing High Quality Labels with a Tight Budget ACM DL
Qi Li, Fenglong Ma, Jing Gao, Lu Su and Christopher Quinn
-
Short
Project Success Prediction in Crowdfunding Environments ACM DL
Yan Li, Vineeth Rakesh and Chandan K. Reddy
-
Short
Probabilistic Group Recommendation Model for Crowdfunding Domains ACM DL
Vineeth Rakesh, Wang-Chien Lee and Chandan K. Reddy
-
Short
Quality Management in Crowdsourcing using Gold Judges Behavior ACM DL
Gabriella Kazai and Imed Zitouni
-
Short
On Obtaining Effort Based Judgements for Information Retrieval ACM DL
Manisha Verma, Emine Yilmaz and Nick Craswel
-
Short
A Semantic Graph based Topic Model for Question Retrieval in Community Question Answering ACM DL
Long Chen, Joemon Jose, Haitao Yu, Fajie Yuan and Dell Zhang
-
Short
Modeling Check-in Preferences with Multidimensional Knowledge: A Minimax Entropy Approach ACM DL
Jingjing Wang, Min Li, Jiawei Han and Xiaolong Wang
-
Short
You've got Mail, and Here is What you Could do With It!: Analyzing and Predicting Actions on Email Messages ACM DL
Yoelle Maarek, Dotan Di Castro, Liane Lewin Eytan and Zohar Karnin
-
Short
Hierarchical Label Propagation and Discovery for Machine Generated Email ACM DL
James B. Wendt, Michael Bendersky, Lluis Garcia-Pueyo, Vanja Josifovski, Balint Miklos, Ivo Krka, Amitabh Saikia, Jie Yang, Marc-Allen Cartright and Sujith Ravi
-
Short
Enforcing k-anonymity in Web mail auditing ACM DL
Dotan Di Castro, Liane Lewin-Eytan, Yoelle Maarek, Ran Wolff and Eyal Zohar
-
Short
An Information-Theoretic Approach to Individual Sequential Data Sanitization ACM DL
Luca Bonomi, Liyue Fan and Hongxia Jin
-
Short
Improving IP Geolocation using Query Logs ACM DL
Ovidiu Dan, Vaibhav Parikh and Brian D. Davison
-
Short
Geographic Segmentation via Latent Poisson Factor Model ACM DL
Rose Yu, Andrew Gelfand, Suju Rajan, Cyrus Shahabi and Yan Liu
|
12pm |
Poster Session 2 & Lunch
All papers presented as talks on Wednesday (Feb 24) and talks in the afternoon sessions on Thursday (Feb 25) will be presented as posters.
Room: Fisher Banquet Room
|
2pm |
Paper Presentations
Big Data Algorithms
-
Long
Scaling up Link Prediction with Ensembles ACM DL
Liang Duan, Charu Aggarwal, Shuai Ma, Renjun Hu and Jinpeng Huai
-
Long
DiFacto: Distributed Factorization Machines ACM DL
Mu Li, Ziqi Liu, Alexander Smola and Yu-Xiang Wang
-
Long
Distributed Balanced Partitioning via Linear Embedding ACM DL
Kevin Aydin, Mohammadhossein Bateni and Vahab Mirrokni
-
Short
Kangaroo: Workload-Aware Processing of Range Data and Range Queries in Hadoop ACM DL
Ahmed Aly, Hazem Elmeleegy, Yan Qi and Walid Aref
-
Short
Feedback Control of Real-Time Display Advertising ACM DL
Weinan Zhang, Yifei Rong, Jun Wang, Tianchi Zhu and Xiaofan Wang
-
Short
Multi-Score Position Auctions ACM DL
Denis Charles, Nikhil R. Devanur and Balasubramanian Sivan
-
Short
Bokai Cao, Hucheng Zhou, Guoqiang Li and Philip Yu
-
Short
Transductive Classification on Heterogeneous Information Networks with Edge Betweenness-based Normalization ACM DL
Phiradet Bangcharoensap, Tsuyoshi Murata, Hayato Kobayashi and Nobuyuki Shimizu
-
Short
The Troll-Trust Model for Ranking in Signed Networks ACM DL
Zhaoming Wu, Charu Aggarwal and Jimeng Sun
-
Short
Multileave Gradient Descent for Fast Online Learning to Rank ACM DL
Anne Schuth, Harrie Oosterhuis, Shimon Whiteson and Maarten de Rijke
|
3:30pm |
Coffee Break
Fisher Banquet Room
|
4pm |
Jie Tang
Tsinghua University
Title: AMiner: Toward Understanding Big Scholar Data
|
4:45pm |
Lars Backstrom
Facebook
Title: Serving a Billion Personalized News Feeds
|
5:30pm |
|
6:30pm |
Conference Banquet
Hyatt Regency Embarcadero (Grand Ballroom A)
6:30 – 7:30 Cocktail hour
7:30 – 9:30 Dinner
|
9:30pm |
|
9am |
Foster Provost
New York University
Title: The Predictive Power of Massive Data about our Fine-Grained Behavior
|
10am |
Coffee Break
Fisher Banquet Room
|
10:30am |
Paper Presentations
Social Networks
-
Long
Information Evolution in Social Networks ACM DL
Lada A. Adamic, Thomas M. Lento, Eytan Adar and Pauline C. Ng
-
Long
Nonlinear Laplacian for Digraphs and its Applications to Network Analysis ACM DL
Yuichi Yoshida
-
Short
Querying and Tracking Influencers in Social Streams ACM DL
Karthik Subbian, Charu Aggarwal and Jaideep Srivastava
-
Short
Centrality-Aware Link Recommendations ACM DL
Nikos Parotsidis, Evaggelia Pitoura and Panayiotis Tsaparas
-
Short
Relational Learning with Social Status Analysis ACM DL
Liang Wu, Xia Hu and Huan Liu
-
Short
Equality and Social Mobility in Twitter Discussion Groups ACM DL
Katherine Ellis, Moises Goldszmidt, Gert Lanckriet, Nina Mishra and Omer Reingold
-
Short
Learning Distributed Representations of Data in Community Question Answering for Question Retrieval ACM DL
Kai Zhang, Wei Wu and Zhoujun Li
-
Short
Inferring Latent Triggers of Purchases with Consideration of Social Effects and Media Advertisements ACM DL
Yusuke Tanaka, Takeshi Kurashima, Yasuhiro Fujiwara, Tomoharu Iwata and Hiroshi Sawada
-
Short
Towards Modelling Language Innovation Acceptance in Online Social Networks ACM DL
Daniel Kershaw, Matthew Rowe and Patrick Stacey
-
Short
Discriminative Learning of Infection Models ACM DL
Nir Rosenfeld, Mor Nitzan and Amir Globerson
-
Short
Representation Learning for Information Diffusion through Social Networks: an Embedded Cascade Model ACM DL
Simon Bourigault, Sylvain Lamprier and Patrick Gallinari
-
Short
Ensemble Models for Data-Driven Prediction of Malware Infections ACM DL
Chanhyun Kang, Noseong Park, B.Aditya Prakash, Edoardo Serra and V.S. Subrahmanian
|
12pm |
Business Lunch
|
1:30pm |
WSDM Cup Winner
|
1:50pm |
Paper Presentations
Entities and Structure
-
Long
Dynamic Collective Entity Representations for Entity Ranking ACM DL
David Graus, Manos Tsagkias, Wouter Weerkamp, Edgar Meij and Maarten de Rijke
-
Long
Relationship Queries on Extended Knowledge Graphs ACM DL
Mohamed Yahya, Denilson Barbosa, Klaus Berberich, Qiuyue Wang and Gerhard Weikum
-
Long
Improving Website Hyperlink Structure Using Server Logs ACM DL
Ashwin Paranjape, Robert West, Leila Zia and Jure Leskovec
-
Short
Long-tail Vocabulary Dictionary Extraction from the Web ACM DL
Zhe Chen, Michael Cafarella and H. V. Jagdish
-
Short
Semantic Documents Relatedness using Concept Graph Representation ACM DL
Yuan Ni, Qiongkai Xu, Feng Cao, Yosi Mass, Dafna Sheinwald, Huijia Zhu and Shaosheng Cao
-
Short
EgoSet: Exploiting Word Ego-networks and User-generated Ontology for Multifaceted Set Expansion ACM DL
Xin Rong, Zhe Chen, Qiaozhu Mei and Eytan Adar
-
Short
Extracting Search Query Patterns via the Pairwise Coupled Topic Model ACM DL
Takuya Konishi, Takuya Ohwa, Sumio Fujita, Kazushi Ikeda and Kohei Hayashi
|
3:10pm |
Coffee Break
Fisher Banquet Room
|
3:40pm |
Mor Naaman
Cornell Tech / Seen.co
Title: The Past and Future of Systems for Current Events
|
4:25pm |
Paper Presentations
Social Events
-
Long
Barbara Made the News: Mining the Behavior of Crowds for Time-Aware Learning to Rank ACM DL
Flavio Martins, Joao Magalhaes and Jamie Callan
-
Long
Wiggins: Detecting Valuable Information in Dynamic Networks Using Limited Resources ACM DL
Ahmad Mahmoody, Eli Upfal and Matteo Riondato
|
5:05pm |
Conference Close
|
5:30pm |
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