Web Search and Data Mining (WSDM) (2019)

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

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