doi dblp
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

doi dblp
Attending to What Matters
Jaime Teevan

doi dblp
Responsible Data Science
H. V. Jagadish

doi dblp
Alexa Everywhere: AI for Daily Convenience
Rohit Prasad

doi dblp
Privacy-Preserving WSDM
Aleksandra Korolova

doi dblp
Reinforcement Learning to Rank
Maarten de Rijke

doi dblp
Fast Dictionary-Based Compression for Inverted Indexes
Giulio Ermanno Pibiri | Matthias Petri | Alistair Moffat

doi dblp
Joint Optimization of Cascade Ranking Models
Luke Gallagher | Ruey-Cheng Chen | Roi Blanco | J. Shane Culpepper

doi dblp
WassRank: Listwise Document Ranking Using Optimal Transport Theory
Haitao Yu | Adam Jatowt | Hideo Joho | Joemon M. Jose | Xiao Yang | Long Chen

doi dblp
MSA: Jointly Detecting Drug Name and Adverse Drug Reaction Mentioning Tweets with Multi-Head Self-Attention
Chuhan Wu | Fangzhao Wu | Zhigang Yuan | Junxin Liu | Yongfeng Huang | Xing Xie

doi dblp
Integrating Local Context and Global Cohesiveness for Open Information Extraction
Qi Zhu | Xiang Ren | Jingbo Shang | Yu Zhang | Ahmed El-Kishky | Jiawei Han

doi dblp
Knowledge Graph Enhanced Community Detection and Characterization
Shreyansh P. Bhatt | Swati Padhee | Amit P. Sheth | Keke Chen | Valerie L. Shalin | Derek Doran | Brandon S. Minnery

doi dblp
Representation Interpretation with Spatial Encoding and Multimodal Analytics
Ninghao Liu | Mengnan Du | Xia Hu

doi dblp
CORALS: Who Are My Potential New Customers? Tapping into the Wisdom of Customers' Decisions
Ruirui Li | Jyun-Yu Jiang | Chelsea J.-T. Ju | Wei Wang

doi dblp
Lightweight Lexical and Semantic Evidence for Detecting Classes Among Wikipedia Articles
Marius Pasca | Travis Wolfe

doi dblp
ExFaKT: A Framework for Explaining Facts over Knowledge Graphs and Text
Mohamed H. Gad-Elrab | Daria Stepanova | Jacopo Urbani | Gerhard Weikum

doi dblp
Interaction Embeddings for Prediction and Explanation in Knowledge Graphs
Wen Zhang | Bibek Paudel | Wei Zhang | Abraham Bernstein | Huajun Chen

doi dblp
Knowledge Graph Embedding Based Question Answering
Xiao Huang | Jingyuan Zhang | Dingcheng Li | Ping Li

doi dblp
Relevance Search over Schema-Rich Knowledge Graphs
Yu Gu | Tianshuo Zhou | Gong Cheng | Ziyang Li | Jeff Z. Pan | Yuzhong Qu

doi dblp
A State Transition Model for Mobile Notifications via Survival Analysis
Yiping Yuan | Jing Zhang | Shaunak Chatterjee | Shipeng Yu | Rómer Rosales

doi dblp
Clustered Monotone Transforms for Rating Factorization
Gaurush Hiranandani | Raghav Somani | Oluwasanmi Koyejo | Sreangsu Acharyya

doi dblp
Sparsemax and Relaxed Wasserstein for Topic Sparsity
Tianyi Lin | Zhiyue Hu | Xin Guo

doi dblp
RecWalk: Nearly Uncoupled Random Walks for Top-N Recommendation
Athanasios N. Nikolakopoulos | George Karypis

doi dblp
Modeling Temporal Evidence from External Collections
Flávio Martins | João Magalhães | Jamie Callan

doi dblp
Asynchronous Training of Word Embeddings for Large Text Corpora
Avishek Anand | Megha Khosla | Jaspreet Singh | Jan-Hendrik Zab | Zijian Zhang

doi dblp
Social Attentional Memory Network: Modeling Aspect- and Friend-Level Differences in Recommendation
Chong Chen | Min Zhang | Yiqun Liu | Shaoping Ma

doi dblp
Uncovering Hidden Structure in Sequence Data via Threading Recurrent Models
Manzil Zaheer | Amr Ahmed | Yuan Wang | Daniel Silva | Marc Najork | Yuchen Wu | Shibani Sanan | Surojit Chatterjee

doi dblp
Neural Based Statement Classification for Biased Language
Christoph Hube | Besnik Fetahu

doi dblp
Enabling Privacy-Preserving Sharing of Genomic Data for GWASs in Decentralized Networks
Yanjun Zhang | Xin Zhao | Xue Li | Mingyang Zhong | Caitlin Curtis | Chen Chen

doi dblp
Protecting User Privacy: An Approach for Untraceable Web Browsing History and Unambiguous User Profiles
Ghazaleh Beigi | Ruocheng Guo | Alexander Nou | Yanchao Zhang | Huan Liu

doi dblp
Spiral of Silence in Recommender Systems
Dugang Liu | Chen Lin | Zhilin Zhang | Yanghua Xiao | Hanghang Tong

doi dblp
Fighting Fire with Fire: Using Antidote Data to Improve Polarization and Fairness of Recommender Systems
Bashir Rastegarpanah | Krishna P. Gummadi | Mark Crovella

doi dblp
FAIRY: A Framework for Understanding Relationships Between Users' Actions and their Social Feeds
Azin Ghazimatin | Rishiraj Saha Roy | Gerhard Weikum

doi dblp
Federated Online Learning to Rank with Evolution Strategies
Eugene Kharitonov

doi dblp
On the Complexity of Opinions and Online Discussions
Utkarsh Upadhyay | Abir De | Aasish Pappu | Manuel Gomez-Rodriguez

doi dblp
Multi-Representation Fusion Network for Multi-Turn Response Selection in Retrieval-Based Chatbots
Chongyang Tao | Wei Wu | Can Xu | Wenpeng Hu | Dongyan Zhao | Rui Yan

doi dblp
More Than Just Words: Modeling Non-Textual Characteristics of Podcasts
Longqi Yang | Yu Wang | Drew Dunne | Michael Sobolev | Mor Naaman | Deborah Estrin

doi dblp
Attitude Detection for One-Round Conversation: Jointly Extracting Target-Polarity Pairs
Zhaohao Zeng | Ruihua Song | Pingping Lin | Tetsuya Sakai

doi dblp
Sampling Methods for Counting Temporal Motifs
Paul Liu | Austin R. Benson | Moses Charikar

doi dblp
The Local Closure Coefficient: A New Perspective On Network Clustering
Hao Yin | Austin R. Benson | Jure Leskovec

doi dblp
Beyond News Contents: The Role of Social Context for Fake News Detection
Kai Shu | Suhang Wang | Huan Liu

doi dblp
All Those Wasted Hours: On Task Abandonment in Crowdsourcing
Lei Han | Kevin Roitero | Ujwal Gadiraju | Cristina Sarasua | Alessandro Checco | Eddy Maddalena | Gianluca Demartini

doi dblp
CoReRank: Ranking to Detect Users Involved in Blackmarket-Based Collusive Retweeting Activities
Aditya Chetan | Brihi Joshi | Hridoy Sankar Dutta | Tanmoy Chakraborty

doi dblp
XBully: Cyberbullying Detection within a Multi-Modal Context
Lu Cheng | Jundong Li | Yasin N. Silva | Deborah L. Hall | Huan Liu

doi dblp
Homogeneity-Based Transmissive Process to Model True and False News in Social Networks
Jooyeon Kim | Dongkwan Kim | Alice Oh

doi dblp
Interactive Anomaly Detection on Attributed Networks
Kaize Ding | Jundong Li | Huan Liu

doi dblp
Random Spatial Network Models for Core-Periphery Structure
Junteng Jia | Austin R. Benson

doi dblp
A General View for Network Embedding as Matrix Factorization
Xin Liu | Tsuyoshi Murata | Kyoung-Sook Kim | Chatchawan Kotarasu | Chenyi Zhuang

doi dblp
SimGNN: A Neural Network Approach to Fast Graph Similarity Computation
Yunsheng Bai | Hao Ding | Song Bian | Ting Chen | Yizhou Sun | Wei Wang

doi dblp
Co-Embedding Attributed Networks
Zaiqiao Meng | Shangsong Liang | Hongyan Bao | Xiangliang Zhang

doi dblp
Weakly Supervised Co-Training of Query Rewriting andSemantic Matching for e-Commerce
Rong Xiao | Jianhui Ji | Baoliang Cui | Haihong Tang | Wenwu Ou | Yanghua Xiao | Jiwei Tan | Xuan Ju

doi dblp
Review-Driven Answer Generation for Product-Related Questions in E-Commerce
Shiqian Chen | Chenliang Li | Feng Ji | Wei Zhou | Haiqing Chen

doi dblp
Offline Evaluation to Make Decisions About PlaylistRecommendation Algorithms
Alois Gruson | Praveen Chandar | Christophe Charbuillet | James McInerney | Samantha Hansen | Damien Tardieu | Ben Carterette

doi dblp
Product-Aware Answer Generation in E-Commerce Question-Answering
Shen Gao | Zhaochun Ren | Yihong Eric Zhao | Dongyan Zhao | Dawei Yin | Rui Yan

doi dblp
Linked Variational AutoEncoders for Inferring Substitutable and Supplementary Items
Vineeth Rakesh | Suhang Wang | Kai Shu | Huan Liu

doi dblp
When People Change their Mind: Off-Policy Evaluation in Non-stationary Recommendation Environments
Rolf Jagerman | Ilya Markov | Maarten de Rijke

doi dblp
Top-K Off-Policy Correction for a REINFORCE Recommender System
Minmin Chen | Alex Beutel | Paul Covington | Sagar Jain | Francois Belletti | Ed H. Chi

doi dblp
Genie: An Open Box Counterfactual Policy Estimator for Optimizing Sponsored Search Marketplace
Murat Ali Bayir | Mingsen Xu | Yaojia Zhu | Yifan Shi

doi dblp
Estimating Position Bias without Intrusive Interventions
Aman Agarwal | Ivan Zaitsev | Xuanhui Wang | Cheng Li | Marc Najork | Thorsten Joachims

doi dblp
Off-Policy Evaluation of Probabilistic Identity Data in Lookalike Modeling
Randell Cotta | Mingyang Hu | Dan Jiang | Peizhou Liao

doi dblp
A Sequential Test for Selecting the Better Variant: Online A/B testing, Adaptive Allocation, and Continuous Monitoring
Nianqiao Ju | Diane Hu | Adam Henderson | Liangjie Hong

doi dblp
How A/B Tests Could Go Wrong: Automatic Diagnosis of Invalid Online Experiments
Nanyu Chen | Min Liu | Ya Xu

doi dblp
Investment Recommendation System for Low-Liquidity Online Peer to Peer Lending (P2PL) Marketplaces
Ke Ren | Avinash Malik

doi dblp
Gated Attentive-Autoencoder for Content-Aware Recommendation
Chen Ma | Peng Kang | Bin Wu | Qinglong Wang | Xue Liu

doi dblp
Slice: Scalable Linear Extreme Classifiers Trained on 100 Million Labels for Related Searches
Himanshu Jain | Venkatesh Balasubramanian | Bhanu Chunduri | Manik Varma

doi dblp
Neural Tensor Factorization for Temporal Interaction Learning
Xian Wu | Baoxu Shi | Yuxiao Dong | Chao Huang | Nitesh V. Chawla

doi dblp
Shaping Feedback Data in Recommender Systems with Interventions Based on Information Foraging Theory
Tobias Schnabel | Paul N. Bennett | Thorsten Joachims

doi dblp
Session-Based Social Recommendation via Dynamic Graph Attention Networks
Weiping Song | Zhiping Xiao | Yifan Wang | Laurent Charlin | Ming Zhang | Jian Tang

doi dblp
Recurrent Recommendation with Local Coherence
Jianling Wang | James Caverlee

doi dblp
Taxonomy-Aware Multi-Hop Reasoning Networks for Sequential Recommendation
Jin Huang | Zhaochun Ren | Wayne Xin Zhao | Gaole He | Ji-Rong Wen | Daxiang Dong

doi dblp
A Simple Convolutional Generative Network for Next Item Recommendation
Fajie Yuan | Alexandros Karatzoglou | Ioannis Arapakis | Joemon M. Jose | Xiangnan He

doi dblp
Time is of the Essence: A Joint Hierarchical RNN and Point Process Model for Time and Item Predictions
Bjørnar Vassøy | Massimiliano Ruocco | Eliezer de Souza da Silva | Erlend Aune

doi dblp
Sequential Variational Autoencoders for Collaborative Filtering
Noveen Sachdeva | Giuseppe Manco | Ettore Ritacco | Vikram Pudi

doi dblp
Learning Personalized Topical Compositions with Item Response Theory
Lu Lin | Lin Gong | Hongning Wang

doi dblp
Why the World Reads Wikipedia: Beyond English Speakers
Florian Lemmerich | Diego Sáez-Trumper | Robert West | Leila Zia

doi dblp
Characterizing and Predicting Email Deferral Behavior
Bahareh Sarrafzadeh | Ahmed Hassan Awadallah | Christopher H. Lin | Chia-Jung Lee | Milad Shokouhi | Susan T. Dumais

doi dblp
Task Duration Estimation
Ryen W. White | Ahmed Hassan Awadallah

doi dblp
The Influence of Image Search Intents on User Behavior and Satisfaction
Zhijing Wu | Yiqun Liu | Qianfan Zhang | Kailu Wu | Min Zhang | Shaoping Ma

doi dblp
Neural Demographic Prediction using Search Query
Chuhan Wu | Fangzhao Wu | Junxin Liu | Shaojian He | Yongfeng Huang | Xing Xie

doi dblp
Domain Switch-Aware Holistic Recurrent Neural Network for Modeling Multi-Domain User Behavior
Donghyun Kim | Sungchul Kim | Handong Zhao | Sheng Li | Ryan A. Rossi | Eunyee Koh

doi dblp
Domain Adaptation for Commitment Detection in Email
Hosein Azarbonyad | Robert Sim | Ryen W. White

doi dblp
Learning to Transform, Combine, and Reason in Open-Domain Question Answering
Mostafa Dehghani | Hosein Azarbonyad | Jaap Kamps | Maarten de Rijke

doi dblp
SHNE: Representation Learning for Semantic-Associated Heterogeneous Networks
Chuxu Zhang | Ananthram Swami | Nitesh V. Chawla

doi dblp
Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching
Chen Qu | Feng Ji | Minghui Qiu | Liu Yang | Zhiyu Min | Haiqing Chen | Jun Huang | W. Bruce Croft

doi dblp
Spring-Electrical Models For Link Prediction
Yana Kashinskaya | Egor Samosvat | Akmal Artikov

doi dblp
Solving the Sparsity Problem in Recommendations via Cross-Domain Item Embedding Based on Co-Clustering
Yaqing Wang | Chunyan Feng | Caili Guo | Yunfei Chu | Jenq-Neng Hwang

doi dblp
Discovering Correlations between Sparse Features in Distant Supervision for Relation Extraction
Jianfeng Qu | Dantong Ouyang | Wen Hua | Yuxin Ye | Xiaofang Zhou

doi dblp
Across-Time Comparative Summarization of News Articles
Yijun Duan | Adam Jatowt

doi dblp
Crosslingual Document Embedding as Reduced-Rank Ridge Regression
Martin Josifoski | Ivan S. Paskov | Hristo S. Paskov | Martin Jaggi | Robert West

doi dblp
CluWords: Exploiting Semantic Word Clustering Representation for Enhanced Topic Modeling
Felipe Viegas | Sérgio D. Canuto | Christian Gomes | Washington Luiz | Thierson Rosa | Sabir Ribas | Leonardo Rocha | Marcos André Gonçalves

doi dblp
ATAR: Aspect-Based Temporal Analog Retrieval System for Document Archives
Yating Zhang | Adam Jatowt | Sourav S. Bhowmick | Yuji Matsumoto

doi dblp
clstk: The Cross-Lingual Summarization Tool-Kit
Nisarg Jhaveri | Manish Gupta | Vasudeva Varma

doi dblp
EXS: Explainable Search Using Local Model Agnostic Interpretability
Jaspreet Singh | Avishek Anand

doi dblp
FaceOff: Assisting the Manifestation Design of Web Graphical User Interface
Shuyu Zheng | Ziniu Hu | Yun Ma

doi dblp
Intelligent Traffic Analytics: From Monitoring to Controlling
Sheng Wang | Yunzhuang Shen | Zhifeng Bao | Xiaolin Qin

doi dblp
Interactive Visualization of Urban Areas of Interest: A Parameter-Free and Efficient Footprint Method
Mingzhao Li | Zhifeng Bao | Farhana Murtaza Choudhury | Timos Sellis

doi dblp
Pleasant Route Suggestion based on Color and Object Rates
Shoko Wakamiya | Panote Siriaraya | Yihong Zhang | Yukiko Kawai | Eiji Aramaki | Adam Jatowt

doi dblp
NAIRS: A Neural Attentive Interpretable Recommendation System
Shuai Yu | Yongbo Wang | Min Yang | Baocheng Li | Qiang Qu | Jialie Shen

doi dblp
Structured Search in Annotated Document Collections
Dhruv Gupta | Klaus Berberich

doi dblp
TopExNet: Entity-Centric Network Topic Exploration in News Streams
Andreas Spitz | Satya Almasian | Michael Gertz

doi dblp
VisCrime: A Crime Visualisation System for Crime Trajectory from Multi-Dimensional Sources
Ahsan Morshed | Pei-Wei Tsai | Prem Prakash Jayaraman | Timos Sellis | Dimitrios Georgakopoulos | Sam Burke | Shane Joachim | Ming-Sheng Quah | Stefan Tsvetkov | Jason Liew | Corey Jenkins

doi dblp
Visualizing Graph Differences from Social Media Streams
Minjeong Shin | Dongwoo Kim | Jae Hee Lee | Umanga Bista | Lexing Xie

doi dblp
Bridging Models for Popularity Prediction on Social Media
Swapnil Mishra

doi dblp
Comparative Summarisation of Rich Media Collections
Umanga Bista

doi dblp
Designing the Cogno-Web Observatory: To Characterize the Dynamics of Online Social Cognition
Raksha Pavagada Subbanarasimha

doi dblp
How is Attention Allocated?: Data-Driven Studies of Popularity and Engagement in Online Videos
Siqi Wu

doi dblp
Linking Epidemic Models and Hawkes Point Processes for Modeling Information Diffusion
Quyu Kong

doi dblp
Listwise vs Pagewise: Towards Better Ranking Strategies for Heterogeneous Search Results
Junqi Zhang

doi dblp
Overlapping Community Detection in Static and Dynamic Social Networks
Renny Márquez | Richard Weber

doi dblp
Preference Elicitation Strategy for Conversational Recommender System
Bilih Priyogi

doi dblp
User Behavior Modeling for Web Image Search
Xiaohui Xie

doi dblp
Causal Inference and Counterfactual Reasoning (3hr Tutorial)
Emre Kiciman | Amit Sharma

doi dblp
Conducting Laboratory Experiments Properly with Statistical Tools: An Easy Hands-On Tutorial
Tetsuya Sakai

doi dblp
Deep Learning for Matching in Search and Recommendation
Jun Xu | Xiangnan He | Hang Li

doi dblp
Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned
Sarah Bird | Krishnaram Kenthapadi | Emre Kiciman | Margaret Mitchell

doi dblp
Fake News: Fundamental Theories, Detection Strategies and Challenges
Xinyi Zhou | Reza Zafarani | Kai Shu | Huan Liu

doi dblp
WSDM 2019 Tutorial on Health Search (HS2019): A Full-Day from Consumers to Clinicians
Bevan Koopman | Guido Zuccon

doi dblp
Privacy-preserving Data Mining in Industry
Krishnaram Kenthapadi | Ilya Mironov | Abhradeep Guha Thakurta

doi dblp
The 1st International Workshop on Context-Aware Recommendation Systems with Big Data Analytics (CARS-BDA)
Xiangmin Zhou | Ji Zhang | Yanchun Zhang

doi dblp
DAPA: The WSDM 2019 Workshop on Deep Matching in Practical Applications
Yixing Fan | Qingyao Ai | Zhaochun Ren | Liangjie Hong | Dawei Yin | Jiafeng Guo

doi dblp
IDM-WSDM 2019: Workshop on Interactive Data Mining
Alan Said | Denis Parra | Juhee Bae | Sepideh Pashami

doi dblp
Task Intelligence Workshop @ WSDM 2019
Ahmed Hassan Awadallah | Cathal Gurrin | Mark Sanderson | Ryen W. White