WSDM '16- Proceedings of the Ninth ACM International Conference on Web Search and Data Mining

Full Citation in the ACM Digital Library

SESSION: Keynote Address

Large-Scale Deep Learning For Building Intelligent Computer Systems

• Jeffrey Dean

SESSION: Communities and Social Interaction

• B. Aditya Prakash

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

Cross-modality Consistent Regression for Joint Visual-Textual Sentiment Analysis of Social Multimedia

• Quanzeng You
• Jiebo Luo
• Hailin Jin
• Jianchao Yang

How Relevant is the Irrelevant Data: Leveraging the Tagging Data for a Learning-to-Rank Model

• Noor Ifada
• Richi Nayak

Quantifying Controversy in Social Media

• Kiran Garimella
• Gianmarco De Francisci Morales
• Aristides Gionis
• Michael Mathioudakis

Understanding and Identifying Advocates for Political Campaigns on Social Media

• Suhas Ranganath
• Xia Hu
• Jiliang Tang
• Huan Liu

Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis

• Sérgio Canuto
• Marcos André Gonçalves
• Fabrício Benevenuto

Mobile App Tagging

• Ning Chen
• Steven C.H. Hoi
• Shaohua Li
• Xiaokui Xiao

CCCF: Improving Collaborative Filtering via Scalable User-Item Co-Clustering

• Yao Wu
• Xudong Liu
• Min Xie
• Martin Ester
• Qing Yang

On the Efficiency of the Information Networks in Social Media

• Mahmoudreza Babaei
• Przemyslaw Grabowicz
• Isabel Valera
• Krishna P. Gummadi
• Manuel Gomez-Rodriguez

Modeling and Predicting Learning Behavior in MOOCs

• Jiezhong Qiu
• Jie Tang
• Tracy Xiao Liu
• Jie Gong
• Chenhui Zhang
• Qian Zhang
• Yufei Xue

SESSION: Search and Semantics

• Vanessa Murdock

Beyond Ranking: Optimizing Whole-Page Presentation

• Yue Wang
• Dawei Yin
• Luo Jie
• Pengyuan Wang
• Makoto Yamada
• Yi Chang
• Qiaozhu Mei

Understanding User Attention and Engagement in Online News Reading

• Dmitry Lagun
• Mounia Lalmas

Publication Date Prediction through Reverse Engineering of the Web

• Liudmila Ostroumova Prokhorenkova
• Petr Prokhorenkov
• Egor Samosvat
• Pavel Serdyukov

To Suggest, or Not to Suggest for Queries with Diverse Intents: Optimizing Search Result Presentation

• Makoto P. Kato
• Katsumi Tanaka

Term-by-Term Query Auto-Completion for Mobile Search

• Saúl Vargas
• Roi Blanco
• Peter Mika

Collaborative Denoising Auto-Encoders for Top-N Recommender Systems

• Yao Wu
• Christopher DuBois
• Alice X. Zheng
• Martin Ester

Personalized PageRank Estimation and Search: A Bidirectional Approach

• Peter Lofgren
• Siddhartha Banerjee
• Ashish Goel

Your Cart tells You: Inferring Demographic Attributes from Purchase Data

• Pengfei Wang
• Jiafeng Guo
• Yanyan Lan
• Jun Xu
• Xueqi Cheng

Reducing Click and Skip Errors in Search Result Ranking

• Jiepu Jiang
• James Allan

Hierarchical Semi-supervised Classification with Incomplete Class Hierarchies

• Bhavana Dalvi
• Aditya Mishra
• William W. Cohen

SESSION: Practice & Experience Track

• Mounia Lalmas

Is Mail The Next Frontier In Search And Data Mining?

• Yoelle Maarek

SESSION: Observing Users

• Mounia Lalmas

Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior

• Farshad Kooti
• Kristina Lerman
• Luca Maria Aiello
• Mihajlo Grbovic
• Nemanja Djuric
• Vladan Radosavljevic

Evolution of Privacy Loss in Wikipedia

• Marian-Andrei Rizoiu
• Lexing Xie
• Tiberio Caetano
• Manuel Cebrian

SESSION: Keynote Address

Keynote Speaker Bio

• Yiling Chen

SESSION: Leveraging Users

• Yoelle Maarek

Modeling Intransitivity in Matchup and Comparison Data

• Shuo Chen
• Thorsten Joachims

Crowdsourcing High Quality Labels with a Tight Budget

• Qi Li
• Fenglong Ma
• Jing Gao
• Lu Su
• Christopher J. Quinn

Project Success Prediction in Crowdfunding Environments

• Yan Li
• Vineeth Rakesh
• Chandan K. Reddy

Probabilistic Group Recommendation Model for Crowdfunding Domains

• Vineeth Rakesh
• Wang-Chien Lee
• Chandan K. Reddy

Quality Management in Crowdsourcing using Gold Judges Behavior

• Gabriella Kazai
• Imed Zitouni

On Obtaining Effort Based Judgements for Information Retrieval

• Manisha Verma
• Emine Yilmaz
• Nick Craswell

A Semantic Graph based Topic Model for Question Retrieval in Community Question Answering

• Long Chen
• Joemon M. Jose
• Haitao Yu
• Fajie Yuan
• Dell Zhang

Modeling Check-in Preferences with Multidimensional Knowledge: A Minimax Entropy Approach

• Jingjing Wang
• Min Li
• Jiawei Han
• Xiaolong Wang

You've got Mail, and Here is What you Could do With It!: Analyzing and Predicting Actions on Email Messages

• Dotan Di Castro
• Zohar Karnin
• Liane Lewin-Eytan
• Yoelle Maarek

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

Enforcing k-anonymity in Web Mail Auditing

• Dotan Di Castro
• Liane Lewin-Eytan
• Yoelle Maarek
• Ran Wolff
• Eyal Zohar

An Information-Theoretic Approach to Individual Sequential Data Sanitization

• Luca Bonomi
• Liyue Fan
• Hongxia Jin

Improving IP Geolocation using Query Logs

• Ovidiu Dan
• Vaibhav Parikh
• Brian D. Davison

Geographic Segmentation via Latent Poisson Factor Model

• Rose Yu
• Andrew Gelfand
• Suju Rajan
• Cyrus Shahabi
• Yan Liu

SESSION: Big Data Algorithms

• Ronny Lempel

Scaling up Link Prediction with Ensembles

• Liang Duan
• Charu Aggarwal
• Shuai Ma
• Renjun Hu
• Jinpeng Huai

DiFacto: Distributed Factorization Machines

• Mu Li
• Ziqi Liu
• Alexander J. Smola
• Yu-Xiang Wang

Distributed Balanced Partitioning via Linear Embedding

• Kevin Aydin
• MohammadHossein Bateni
• Vahab Mirrokni

Kangaroo: Workload-Aware Processing of Range Data and Range Queries in Hadoop

• Ahmed M. Aly
• Hazem Elmeleegy
• Yan Qi
• Walid Aref

Feedback Control of Real-Time Display Advertising

• Weinan Zhang
• Yifei Rong
• Jun Wang
• Tianchi Zhu
• Xiaofan Wang

Multi-Score Position Auctions

• Denis Charles
• Nikhil R. Devanur
• Balasubramanian Sivan

Multi-view Machines

• Bokai Cao
• Hucheng Zhou
• Guoqiang Li
• Philip S. Yu

Transductive Classification on Heterogeneous Information Networks with Edge Betweenness-based Normalization

• Phiradet Bangcharoensap
• Tsuyoshi Murata
• Hayato Kobayashi
• Nobuyuki Shimizu

The Troll-Trust Model for Ranking in Signed Networks

• Zhaoming Wu
• Charu C. Aggarwal
• Jimeng Sun

Multileave Gradient Descent for Fast Online Learning to Rank

• Anne Schuth
• Harrie Oosterhuis
• Shimon Whiteson
• Maarten de Rijke

SESSION: Practice & Experience Track

• Marc Najork

AMiner: Toward Understanding Big Scholar Data

• Jie Tang

Serving a Billion Personalized News Feeds

• Lars Backstrom

SESSION: Keynote Address

The Predictive Power of Massive Data about our Fine-Grained Behavior

• Foster Provost

SESSION: Social Networks

• Charles Clarke

Information Evolution in Social Networks

• Lada A. Adamic
• Thomas M. Lento
• Eytan Adar
• Pauline C. Ng

Nonlinear Laplacian for Digraphs and its Applications to Network Analysis

• Yuichi Yoshida

Querying and Tracking Influencers in Social Streams

• Karthik Subbian
• Charu C. Aggarwal
• Jaideep Srivastava

Centrality-Aware Link Recommendations

• Nikos Parotsidis
• Evaggelia Pitoura
• Panayiotis Tsaparas

Relational Learning with Social Status Analysis

• Liang Wu
• Xia Hu
• Huan Liu

Equality and Social Mobility in Twitter Discussion Groups

• Katherine Ellis
• Moises Goldszmidt
• Gert Lanckriet
• Nina Mishra
• Omer Reingold

Learning Distributed Representations of Data in Community Question Answering for Question Retrieval

• Kai Zhang
• Wei Wu
• Fang Wang
• Ming Zhou
• Zhoujun Li

Inferring Latent Triggers of Purchases with Consideration of Social Effects and Media Advertisements

• Yusuke Tanaka
• Takeshi Kurashima
• Yasuhiro Fujiwara
• Tomoharu Iwata
• Hiroshi Sawada

Towards Modelling Language Innovation Acceptance in Online Social Networks

• Daniel Kershaw
• Matthew Rowe
• Patrick Stacey

Discriminative Learning of Infection Models

• Nir Rosenfeld
• Mor Nitzan
• Amir Globerson

Representation Learning for Information Diffusion through Social Networks: an Embedded Cascade Model

• Simon Bourigault
• Sylvain Lamprier
• Patrick Gallinari

Ensemble Models for Data-driven Prediction of Malware Infections

• Chanhyun Kang
• Noseong Park
• B. Aditya Prakash
• Edoardo Serra
• V. S. Subrahmanian

SESSION: Entities and Structure

• Lada Adamic

WSDM Cup 2016: Entity Ranking Challenge

• Alex D. Wade
• Kuansan Wang
• Yizhou Sun
• Antonio Gulli

Dynamic Collective Entity Representations for Entity Ranking

• David Graus
• Manos Tsagkias
• Wouter Weerkamp
• Edgar Meij
• Maarten de Rijke

Relationship Queries on Extended Knowledge Graphs

• Mohamed Yahya
• Denilson Barbosa
• Klaus Berberich
• Qiuyue Wang
• Gerhard Weikum

Improving Website Hyperlink Structure Using Server Logs

• Ashwin Paranjape
• Robert West
• Leila Zia
• Jure Leskovec

Long-tail Vocabulary Dictionary Extraction from the Web

• Zhe Chen
• Michael Cafarella
• H. V. Jagadish

Semantic Documents Relatedness using Concept Graph Representation

• Yuan Ni
• Qiong Kai Xu
• Feng Cao
• Yosi Mass
• Dafna Sheinwald
• Hui Jia Zhu
• Shao Sheng Cao

EgoSet: Exploiting Word Ego-networks and User-generated Ontology for Multifaceted Set Expansion

• Xin Rong
• Zhe Chen
• Qiaozhu Mei
• Eytan Adar

Extracting Search Query Patterns via the Pairwise Coupled Topic Model

• Takuya Konishi
• Takuya Ohwa
• Sumio Fujita
• Kazushi Ikeda
• Kohei Hayashi

SESSION: Practice & Experience Track

• Brian Davison

The Past and Future of Systems for Current Events

• Mor Naaman

SESSION: Social Events

• Brian Davison

Barbara Made the News: Mining the Behavior of Crowds for Time-Aware Learning to Rank

• Flavio Martins
• João Magalhes
• Jamie Callan

Wiggins: Detecting Valuable Information in Dynamic Networks Using Limited Resources

• Ahmad Mahmoody
• Matteo Riondato
• Eli Upfal

TUTORIAL SESSION: Tutorials

Understanding Offline Political Systems by Mining Online Political Data

• David Lazer
• Oren Tsur
• Tina Eliassi-Rad

Click Models for Web Search and their Applications to IR: WSDM 2016 Tutorial

• Aleksandr Chuklin
• Ilya Markov
• Maarten de Rijke

WORKSHOP SESSION: Workshop Summaries

Query Understanding for Search on All Devices at WSDM 2016

• Amit Goyal
• Jianfeng Gao
• Hongbo Deng
• Yi Chang

TargetAd2016: 2nd International Workshop on Ad Targeting at Scale

• Mihajlo Grbovic
• Nemanja Djuric
• Vladan Radosavljevic

WSDM 2016 Workshop on the Ethics of Online Experimentation

• Fernando Diaz
• Solon Barocas

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

SESSION: Doctoral Consortium

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

• Elena Tutubalina

Web-scale Multimedia Search for Internet Video Content

• Lu Jiang

Affective Computing of Image Emotion Perceptions

• Sicheng Zhao

Event Search and Analytics: Detecting Events in Semantically Annotated Corpora for Search & Analytics

• Dhruv Gupta

Understanding Diffusion Processes: Inference and Theory

• Xinran He

E-commerce Product Recommendation by Personalized Promotion and Total Surplus Maximization

• Qi Zhao

Detecting Social Media Icebergs by Their Tips: Rumors, Persuasion Campaigns, and Information Needs

• Zhe Zhao

User Modeling in Large Social Networks

• Yuxiao Dong

Feature Generation and Selection on the Heterogeneous Graph for Music Recommendation

• Chun Guo

Temporal Formation and Evolution of Online Communities

• Hossein Fani

Mining the Web for Intelligent Problem Solving for Programmers

• Xin Rong

Optimizing Search Interactions within Professional Social Networks

• Nikita V. Spirin