| 2019 | A General View for Network Embedding as Matrix Factorization. Xin Liu, Tsuyoshi Murata, Kyoung-Sook Kim, Chatchawan Kotarasu, Chenyi Zhuang |
| 2019 | 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 |
| 2019 | A Simple Convolutional Generative Network for Next Item Recommendation. Fajie Yuan, Alexandros Karatzoglou, Ioannis Arapakis, Joemon M. Jose, Xiangnan He |
| 2019 | A State Transition Model for Mobile Notifications via Survival Analysis. Yiping Yuan, Jing Zhang, Shaunak Chatterjee, Shipeng Yu, Rómer Rosales |
| 2019 | Across-Time Comparative Summarization of News Articles. Yijun Duan, Adam Jatowt |
| 2019 | Alexa Everywhere: AI for Daily Convenience. Rohit Prasad |
| 2019 | All Those Wasted Hours: On Task Abandonment in Crowdsourcing. Lei Han, Kevin Roitero, Ujwal Gadiraju, Cristina Sarasua, Alessandro Checco, Eddy Maddalena, Gianluca Demartini |
| 2019 | Asynchronous Training of Word Embeddings for Large Text Corpora. Avishek Anand, Megha Khosla, Jaspreet Singh, Jan-Hendrik Zab, Zijian Zhang |
| 2019 | Attending to What Matters. Jaime Teevan |
| 2019 | Attitude Detection for One-Round Conversation: Jointly Extracting Target-Polarity Pairs. Zhaohao Zeng, Ruihua Song, Pingping Lin, Tetsuya Sakai |
| 2019 | Beyond News Contents: The Role of Social Context for Fake News Detection. Kai Shu, Suhang Wang, Huan Liu |
| 2019 | Bridging Models for Popularity Prediction on Social Media. Swapnil Mishra |
| 2019 | 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 |
| 2019 | Causal Inference and Counterfactual Reasoning (3hr Tutorial). Emre Kiciman, Amit Sharma |
| 2019 | Characterizing and Predicting Email Deferral Behavior. Bahareh Sarrafzadeh, Ahmed Hassan Awadallah, Christopher H. Lin, Chia-Jung Lee, Milad Shokouhi, Susan T. Dumais |
| 2019 | 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 |
| 2019 | Clustered Monotone Transforms for Rating Factorization. Gaurush Hiranandani, Raghav Somani, Oluwasanmi Koyejo, Sreangsu Acharyya |
| 2019 | Co-Embedding Attributed Networks. Zaiqiao Meng, Shangsong Liang, Hongyan Bao, Xiangliang Zhang |
| 2019 | CoReRank: Ranking to Detect Users Involved in Blackmarket-Based Collusive Retweeting Activities. Aditya Chetan, Brihi Joshi, Hridoy Sankar Dutta, Tanmoy Chakraborty |
| 2019 | Comparative Summarisation of Rich Media Collections. Umanga Bista |
| 2019 | Conducting Laboratory Experiments Properly with Statistical Tools: An Easy Hands-On Tutorial. Tetsuya Sakai |
| 2019 | Crosslingual Document Embedding as Reduced-Rank Ridge Regression. Martin Josifoski, Ivan S. Paskov, Hristo S. Paskov, Martin Jaggi, Robert West |
| 2019 | DAPA: The WSDM 2019 Workshop on Deep Matching in Practical Applications. Yixing Fan, Qingyao Ai, Zhaochun Ren, Liangjie Hong, Dawei Yin, Jiafeng Guo |
| 2019 | Deep Learning for Matching in Search and Recommendation. Jun Xu, Xiangnan He, Hang Li |
| 2019 | Designing the Cogno-Web Observatory: To Characterize the Dynamics of Online Social Cognition. Raksha Pavagada Subbanarasimha |
| 2019 | Discovering Correlations between Sparse Features in Distant Supervision for Relation Extraction. Jianfeng Qu, Dantong Ouyang, Wen Hua, Yuxin Ye, Xiaofang Zhou |
| 2019 | Domain Adaptation for Commitment Detection in Email. Hosein Azarbonyad, Robert Sim, Ryen W. White |
| 2019 | 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 |
| 2019 | EXS: Explainable Search Using Local Model Agnostic Interpretability. Jaspreet Singh, Avishek Anand |
| 2019 | Enabling Privacy-Preserving Sharing of Genomic Data for GWASs in Decentralized Networks. Yanjun Zhang, Xin Zhao, Xue Li, Mingyang Zhong, Caitlin Curtis, Chen Chen |
| 2019 | Estimating Position Bias without Intrusive Interventions. Aman Agarwal, Ivan Zaitsev, Xuanhui Wang, Cheng Li, Marc Najork, Thorsten Joachims |
| 2019 | ExFaKT: A Framework for Explaining Facts over Knowledge Graphs and Text. Mohamed H. Gad-Elrab, Daria Stepanova, Jacopo Urbani, Gerhard Weikum |
| 2019 | FAIRY: A Framework for Understanding Relationships Between Users' Actions and their Social Feeds. Azin Ghazimatin, Rishiraj Saha Roy, Gerhard Weikum |
| 2019 | FaceOff: Assisting the Manifestation Design of Web Graphical User Interface. Shuyu Zheng, Ziniu Hu, Yun Ma |
| 2019 | Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned. Sarah Bird, Krishnaram Kenthapadi, Emre Kiciman, Margaret Mitchell |
| 2019 | Fake News: Fundamental Theories, Detection Strategies and Challenges. Xinyi Zhou, Reza Zafarani, Kai Shu, Huan Liu |
| 2019 | Fast Dictionary-Based Compression for Inverted Indexes. Giulio Ermanno Pibiri, Matthias Petri, Alistair Moffat |
| 2019 | Federated Online Learning to Rank with Evolution Strategies. Eugene Kharitonov |
| 2019 | Fighting Fire with Fire: Using Antidote Data to Improve Polarization and Fairness of Recommender Systems. Bashir Rastegarpanah, Krishna P. Gummadi, Mark Crovella |
| 2019 | Gated Attentive-Autoencoder for Content-Aware Recommendation. Chen Ma, Peng Kang, Bin Wu, Qinglong Wang, Xue Liu |
| 2019 | Genie: An Open Box Counterfactual Policy Estimator for Optimizing Sponsored Search Marketplace. Murat Ali Bayir, Mingsen Xu, Yaojia Zhu, Yifan Shi |
| 2019 | Homogeneity-Based Transmissive Process to Model True and False News in Social Networks. Jooyeon Kim, Dongkwan Kim, Alice Oh |
| 2019 | How A/B Tests Could Go Wrong: Automatic Diagnosis of Invalid Online Experiments. Nanyu Chen, Min Liu, Ya Xu |
| 2019 | How is Attention Allocated?: Data-Driven Studies of Popularity and Engagement in Online Videos. Siqi Wu |
| 2019 | IDM-WSDM 2019: Workshop on Interactive Data Mining. Alan Said, Denis Parra, Juhee Bae, Sepideh Pashami |
| 2019 | Integrating Local Context and Global Cohesiveness for Open Information Extraction. Qi Zhu, Xiang Ren, Jingbo Shang, Yu Zhang, Ahmed El-Kishky, Jiawei Han |
| 2019 | Intelligent Traffic Analytics: From Monitoring to Controlling. Sheng Wang, Yunzhuang Shen, Zhifeng Bao, Xiaolin Qin |
| 2019 | Interaction Embeddings for Prediction and Explanation in Knowledge Graphs. Wen Zhang, Bibek Paudel, Wei Zhang, Abraham Bernstein, Huajun Chen |
| 2019 | Interactive Anomaly Detection on Attributed Networks. Kaize Ding, Jundong Li, Huan Liu |
| 2019 | Interactive Visualization of Urban Areas of Interest: A Parameter-Free and Efficient Footprint Method. Mingzhao Li, Zhifeng Bao, Farhana Murtaza Choudhury, Timos Sellis |
| 2019 | Investment Recommendation System for Low-Liquidity Online Peer to Peer Lending (P2PL) Marketplaces. Ke Ren, Avinash Malik |
| 2019 | Joint Optimization of Cascade Ranking Models. Luke Gallagher, Ruey-Cheng Chen, Roi Blanco, J. Shane Culpepper |
| 2019 | Knowledge Graph Embedding Based Question Answering. Xiao Huang, Jingyuan Zhang, Dingcheng Li, Ping Li |
| 2019 | 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 |
| 2019 | Learning Personalized Topical Compositions with Item Response Theory. Lu Lin, Lin Gong, Hongning Wang |
| 2019 | 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 |
| 2019 | Learning to Transform, Combine, and Reason in Open-Domain Question Answering. Mostafa Dehghani, Hosein Azarbonyad, Jaap Kamps, Maarten de Rijke |
| 2019 | Lightweight Lexical and Semantic Evidence for Detecting Classes Among Wikipedia Articles. Marius Pasca, Travis Wolfe |
| 2019 | Linked Variational AutoEncoders for Inferring Substitutable and Supplementary Items. Vineeth Rakesh, Suhang Wang, Kai Shu, Huan Liu |
| 2019 | Linking Epidemic Models and Hawkes Point Processes for Modeling Information Diffusion. Quyu Kong |
| 2019 | Listwise vs Pagewise: Towards Better Ranking Strategies for Heterogeneous Search Results. Junqi Zhang |
| 2019 | 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 |
| 2019 | Modeling Temporal Evidence from External Collections. Flávio Martins, João Magalhães, Jamie Callan |
| 2019 | More Than Just Words: Modeling Non-Textual Characteristics of Podcasts. Longqi Yang, Yu Wang, Drew Dunne, Michael Sobolev, Mor Naaman, Deborah Estrin |
| 2019 | 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 |
| 2019 | NAIRS: A Neural Attentive Interpretable Recommendation System. Shuai Yu, Yongbo Wang, Min Yang, Baocheng Li, Qiang Qu, Jialie Shen |
| 2019 | Neural Based Statement Classification for Biased Language. Christoph Hube, Besnik Fetahu |
| 2019 | Neural Demographic Prediction using Search Query. Chuhan Wu, Fangzhao Wu, Junxin Liu, Shaojian He, Yongfeng Huang, Xing Xie |
| 2019 | Neural Tensor Factorization for Temporal Interaction Learning. Xian Wu, Baoxu Shi, Yuxiao Dong, Chao Huang, Nitesh V. Chawla |
| 2019 | Off-Policy Evaluation of Probabilistic Identity Data in Lookalike Modeling. Randell Cotta, Mingyang Hu, Dan Jiang, Peizhou Liao |
| 2019 | Offline Evaluation to Make Decisions About PlaylistRecommendation Algorithms. Alois Gruson, Praveen Chandar, Christophe Charbuillet, James McInerney, Samantha Hansen, Damien Tardieu, Ben Carterette |
| 2019 | On the Complexity of Opinions and Online Discussions. Utkarsh Upadhyay, Abir De, Aasish Pappu, Manuel Gomez-Rodriguez |
| 2019 | Overlapping Community Detection in Static and Dynamic Social Networks. Renny Márquez, Richard Weber |
| 2019 | Pleasant Route Suggestion based on Color and Object Rates. Shoko Wakamiya, Panote Siriaraya, Yihong Zhang, Yukiko Kawai, Eiji Aramaki, Adam Jatowt |
| 2019 | Preference Elicitation Strategy for Conversational Recommender System. Bilih Priyogi |
| 2019 | Privacy-Preserving WSDM. Aleksandra Korolova |
| 2019 | Privacy-preserving Data Mining in Industry. Krishnaram Kenthapadi, Ilya Mironov, Abhradeep Guha Thakurta |
| 2019 | Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019 J. Shane Culpepper, Alistair Moffat, Paul N. Bennett, Kristina Lerman |
| 2019 | Product-Aware Answer Generation in E-Commerce Question-Answering. Shen Gao, Zhaochun Ren, Yihong Eric Zhao, Dongyan Zhao, Dawei Yin, Rui Yan |
| 2019 | Protecting User Privacy: An Approach for Untraceable Web Browsing History and Unambiguous User Profiles. Ghazaleh Beigi, Ruocheng Guo, Alexander Nou, Yanchao Zhang, Huan Liu |
| 2019 | Random Spatial Network Models for Core-Periphery Structure. Junteng Jia, Austin R. Benson |
| 2019 | RecWalk: Nearly Uncoupled Random Walks for Top-N Recommendation. Athanasios N. Nikolakopoulos, George Karypis |
| 2019 | Recurrent Recommendation with Local Coherence. Jianling Wang, James Caverlee |
| 2019 | Reinforcement Learning to Rank. Maarten de Rijke |
| 2019 | Relevance Search over Schema-Rich Knowledge Graphs. Yu Gu, Tianshuo Zhou, Gong Cheng, Ziyang Li, Jeff Z. Pan, Yuzhong Qu |
| 2019 | Representation Interpretation with Spatial Encoding and Multimodal Analytics. Ninghao Liu, Mengnan Du, Xia Hu |
| 2019 | Responsible Data Science. H. V. Jagadish |
| 2019 | Review-Driven Answer Generation for Product-Related Questions in E-Commerce. Shiqian Chen, Chenliang Li, Feng Ji, Wei Zhou, Haiqing Chen |
| 2019 | SHNE: Representation Learning for Semantic-Associated Heterogeneous Networks. Chuxu Zhang, Ananthram Swami, Nitesh V. Chawla |
| 2019 | Sampling Methods for Counting Temporal Motifs. Paul Liu, Austin R. Benson, Moses Charikar |
| 2019 | Sequential Variational Autoencoders for Collaborative Filtering. Noveen Sachdeva, Giuseppe Manco, Ettore Ritacco, Vikram Pudi |
| 2019 | Session-Based Social Recommendation via Dynamic Graph Attention Networks. Weiping Song, Zhiping Xiao, Yifan Wang, Laurent Charlin, Ming Zhang, Jian Tang |
| 2019 | Shaping Feedback Data in Recommender Systems with Interventions Based on Information Foraging Theory. Tobias Schnabel, Paul N. Bennett, Thorsten Joachims |
| 2019 | SimGNN: A Neural Network Approach to Fast Graph Similarity Computation. Yunsheng Bai, Hao Ding, Song Bian, Ting Chen, Yizhou Sun, Wei Wang |
| 2019 | Slice: Scalable Linear Extreme Classifiers Trained on 100 Million Labels for Related Searches. Himanshu Jain, Venkatesh Balasubramanian, Bhanu Chunduri, Manik Varma |
| 2019 | Social Attentional Memory Network: Modeling Aspect- and Friend-Level Differences in Recommendation. Chong Chen, Min Zhang, Yiqun Liu, Shaoping Ma |
| 2019 | 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 |
| 2019 | Sparsemax and Relaxed Wasserstein for Topic Sparsity. Tianyi Lin, Zhiyue Hu, Xin Guo |
| 2019 | Spiral of Silence in Recommender Systems. Dugang Liu, Chen Lin, Zhilin Zhang, Yanghua Xiao, Hanghang Tong |
| 2019 | Spring-Electrical Models For Link Prediction. Yana Kashinskaya, Egor Samosvat, Akmal Artikov |
| 2019 | Structured Search in Annotated Document Collections. Dhruv Gupta, Klaus Berberich |
| 2019 | Task Duration Estimation. Ryen W. White, Ahmed Hassan Awadallah |
| 2019 | Task Intelligence Workshop @ WSDM 2019. Ahmed Hassan Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White |
| 2019 | Taxonomy-Aware Multi-Hop Reasoning Networks for Sequential Recommendation. Jin Huang, Zhaochun Ren, Wayne Xin Zhao, Gaole He, Ji-Rong Wen, Daxiang Dong |
| 2019 | The 1st International Workshop on Context-Aware Recommendation Systems with Big Data Analytics (CARS-BDA). Xiangmin Zhou, Ji Zhang, Yanchun Zhang |
| 2019 | The Influence of Image Search Intents on User Behavior and Satisfaction. Zhijing Wu, Yiqun Liu, Qianfan Zhang, Kailu Wu, Min Zhang, Shaoping Ma |
| 2019 | The Local Closure Coefficient: A New Perspective On Network Clustering. Hao Yin, Austin R. Benson, Jure Leskovec |
| 2019 | 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 |
| 2019 | Top-K Off-Policy Correction for a REINFORCE Recommender System. Minmin Chen, Alex Beutel, Paul Covington, Sagar Jain, Francois Belletti, Ed H. Chi |
| 2019 | TopExNet: Entity-Centric Network Topic Exploration in News Streams. Andreas Spitz, Satya Almasian, Michael Gertz |
| 2019 | 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 |
| 2019 | User Behavior Modeling for Web Image Search. Xiaohui Xie |
| 2019 | 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 |
| 2019 | Visualizing Graph Differences from Social Media Streams. Minjeong Shin, Dongwoo Kim, Jae Hee Lee, Umanga Bista, Lexing Xie |
| 2019 | WSDM 2019 Tutorial on Health Search (HS2019): A Full-Day from Consumers to Clinicians. Bevan Koopman, Guido Zuccon |
| 2019 | WassRank: Listwise Document Ranking Using Optimal Transport Theory. Haitao Yu, Adam Jatowt, Hideo Joho, Joemon M. Jose, Xiao Yang, Long Chen |
| 2019 | 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 |
| 2019 | When People Change their Mind: Off-Policy Evaluation in Non-stationary Recommendation Environments. Rolf Jagerman, Ilya Markov, Maarten de Rijke |
| 2019 | Why the World Reads Wikipedia: Beyond English Speakers. Florian Lemmerich, Diego Sáez-Trumper, Robert West, Leila Zia |
| 2019 | XBully: Cyberbullying Detection within a Multi-Modal Context. Lu Cheng, Jundong Li, Yasin N. Silva, Deborah L. Hall, Huan Liu |
| 2019 | clstk: The Cross-Lingual Summarization Tool-Kit. Nisarg Jhaveri, Manish Gupta, Vasudeva Varma |