| 2018 | A Call to Arms: Embrace Assistive AI Systems! Andrei Z. Broder |
| 2018 | A Critical Review of Online Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries. Alexandra Olteanu, Emre Kiciman, Carlos Castillo |
| 2018 | A Discrete Choice Model for Subset Selection. Austin R. Benson, Ravi Kumar, Andrew Tomkins |
| 2018 | A Path-constrained Framework for Discriminating Substitutable and Complementary Products in E-commerce. Zihan Wang, Ziheng Jiang, Zhaochun Ren, Jiliang Tang, Dawei Yin |
| 2018 | A Unified Processing Paradigm for Interactive Location-based Web Search. Sheng Wang, Zhifeng Bao, Shixun Huang, Rui Zhang |
| 2018 | Athlytics: Winning in Sports with Data. Konstantinos Pelechrinis, Evangelos E. Papalexakis |
| 2018 | Automatic Ranking of Information Retrieval Systems. Maram Hasanain |
| 2018 | Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons. Tom Hope, Dafna Shahaf |
| 2018 | Bayesian Optimization for Optimizing Retrieval Systems. Dan Li, Evangelos Kanoulas |
| 2018 | Beyond Who and What: Data Driven Approaches for User Characterization. Aastha Nigam |
| 2018 | Can you Trust the Trend?: Discovering Simpson's Paradoxes in Social Data. Nazanin Alipourfard, Peter G. Fennell, Kristina Lerman |
| 2018 | Care to Share?: Learning to Rank Personal Photos for Public Sharing. Ido Guy, Alexander Nus, Dan Pelleg, Idan Szpektor |
| 2018 | Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval. Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo |
| 2018 | Cognitive Biases in Crowdsourcing. Carsten Eickhoff |
| 2018 | Collaborative Filtering via Additive Ordinal Regression. Jun Hu, Ping Li |
| 2018 | Collabot: Personalized Group Chat Summarization. Naama Tepper, Anat Hashavit, Maya Barnea, Inbal Ronen, Lior Leiba |
| 2018 | Combating Crowdsourced Review Manipulators: A Neighborhood-Based Approach. Parisa Kaghazgaran, James Caverlee, Anna Cinzia Squicciarini |
| 2018 | Connectivity in Complex Networks: Measures, Inference and Optimization. Chen Chen |
| 2018 | Consistent Transformation of Ratio Metrics for Efficient Online Controlled Experiments. Roman Budylin, Alexey Drutsa, Ilya Katsev, Valeriya Tsoy |
| 2018 | Conversational Semantic Search: Looking Beyond Web Search, Q&A and Dialog Systems. Paul A. Crook, Alex Marin, Vipul Agarwal, Samantha Anderson, Ohyoung Jang, Aliasgar Lanewala, Karthik Tangirala, Imed Zitouni |
| 2018 | Conversations, Machine Learning and Privacy: LinkedIn's Path Towards Transforming Interaction with Its Members. Igor Perisic |
| 2018 | Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search. Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu |
| 2018 | CrossFire: Cross Media Joint Friend and Item Recommendations. Kai Shu, Suhang Wang, Jiliang Tang, Yilin Wang, Huan Liu |
| 2018 | Curriculum Learning for Heterogeneous Star Network Embedding via Deep Reinforcement Learning. Meng Qu, Jian Tang, Jiawei Han |
| 2018 | Customer Purchase Behavior Prediction from Payment Datasets. Yu Ting Wen, Pei-Wen Yeh, Tzu-Hao Tsai, Wen-Chih Peng, Hong-Han Shuai |
| 2018 | DSANLS: Accelerating Distributed Nonnegative Matrix Factorization via Sketching. Yuqiu Qian, Conghui Tan, Nikos Mamoulis, David W. Cheung |
| 2018 | Deep Neural Architecture for Multi-Modal Retrieval based on Joint Embedding Space for Text and Images. Saeid Balaneshin Kordan, Alexander Kotov |
| 2018 | Demographics and Dynamics of Mechanical Turk Workers. Djellel Eddine Difallah, Elena Filatova, Panos Ipeirotis |
| 2018 | Differential Privacy for Information Retrieval. Grace Hui Yang, Sicong Zhang |
| 2018 | Discrete Deep Learning for Fast Content-Aware Recommendation. Yan Zhang, Hongzhi Yin, Zi Huang, Xingzhong Du, Guowu Yang, Defu Lian |
| 2018 | Dynamic Word Embeddings for Evolving Semantic Discovery. Zijun Yao, Yifan Sun, Weicong Ding, Nikhil Rao, Hui Xiong |
| 2018 | Engagement and Incentives in Online Community: Observational Data, Prediction Models, and Field Experiments. Jiezhong Qiu |
| 2018 | Event Mining over Distributed Text Streams. John Calvo Martinez |
| 2018 | Exploiting Human Mobility Patterns for Point-of-Interest Recommendation. Zijun Yao |
| 2018 | Exploring Expert Cognition for Attributed Network Embedding. Xiao Huang, Qingquan Song, Jundong Li, Xia Hu |
| 2018 | Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation. Yashoteja Prabhu, Anil Kag, Shilpa Gopinath, Kunal Dahiya, Shrutendra Harsola, Rahul Agrawal, Manik Varma |
| 2018 | FACH: Fast Algorithm for Detecting Cohesive Hierarchies of Communities in Large Networks. Mojtaba Rezvani, Qing Wang, Weifa Liang |
| 2018 | Fast Coreset-based Diversity Maximization under Matroid Constraints. Matteo Ceccarello, Andrea Pietracaprina, Geppino Pucci |
| 2018 | Fast and Scalable Distributed Loopy Belief Propagation on Real-World Graphs. Saehan Jo, Jaemin Yoo, U Kang |
| 2018 | First Workshop on Knowledge Base Construction, Mining and Reasoning. Xiang Ren, Craig A. Knoblock, William Yang Wang, Yu Su |
| 2018 | From Search to Research: Direct Answers, Perspectives and Dialog. Harry Shum |
| 2018 | Fusing Diversity in Recommendations in Heterogeneous Information Networks. Sharad Nandanwar, Aayush Moroney, M. Narasimha Murty |
| 2018 | GTA Jiejun Xu, Hanghang Tong, Tsai-Ching Lu, Jingrui He, Nadya Bliss |
| 2018 | HeteroNAM: International Workshop on Heterogeneous Networks Analysis and Mining. Shobeir Fakhraei, Yanen Li, Yizhou Sun, Tim Weninger |
| 2018 | Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering. Yi Tay, Luu Anh Tuan, Siu Cheung Hui |
| 2018 | IFUP: Workshop on Multi-dimensional Information Fusion for User Modeling and Personalization. Feida Zhu, Yongfeng Zhang, Neil Yorke-Smith, Guibing Guo, Xu Chen |
| 2018 | Identifying Informational vs. Conversational Questions on Community Question Answering Archives. Ido Guy, Victor Makarenkov, Niva Hazon, Lior Rokach, Bracha Shapira |
| 2018 | Improving Negative Sampling for Word Representation using Self-embedded Features. Long Chen, Fajie Yuan, Joemon M. Jose, Weinan Zhang |
| 2018 | Index Compression Using Byte-Aligned ANS Coding and Two-Dimensional Contexts. Alistair Moffat, Matthias Petri |
| 2018 | Indirect Supervision for Relation Extraction using Question-Answer Pairs. Zeqiu Wu, Xiang Ren, Frank F. Xu, Ji Li, Jiawei Han |
| 2018 | Inferring Dockless Shared Bike Distribution in New Cities. Zhaoyang Liu, Yanyan Shen, Yanmin Zhu |
| 2018 | Influence Maximization in Online Social Networks. Çigdem Aslay, Laks V. S. Lakshmanan, Wei Lu, Xiaokui Xiao |
| 2018 | Joint Generative-Discriminative Aggregation Model for Multi-Option Crowd Labels. Kamran Ghasedi Dizaji, Yanhua Yang, Heng Huang |
| 2018 | Joint Non-negative Matrix Factorization for Learning Ideological Leaning on Twitter. Preethi Lahoti, Kiran Garimella, Aristides Gionis |
| 2018 | Latent Cross: Making Use of Context in Recurrent Recommender Systems. Alex Beutel, Paul Covington, Sagar Jain, Can Xu, Jia Li, Vince Gatto, Ed H. Chi |
| 2018 | LearnIR: WSDM 2018 Workshop on Learning from User Interactions. Rishabh Mehrotra, Ahmed Hassan Awadallah, Emine Yilmaz |
| 2018 | Learning to Discover Domain-Specific Web Content. Kien Pham, Aécio S. R. Santos, Juliana Freire |
| 2018 | Leveraging Implicit Contribution Amounts to Facilitate Microfinancing Requests. Suhas Ranganath, Ghazaleh Beigi, Huan Liu |
| 2018 | Leveraging the Crowd to Detect and Reduce the Spread of Fake News and Misinformation. Jooyeon Kim, Behzad Tabibian, Alice Oh, Bernhard Schölkopf, Manuel Gomez-Rodriguez |
| 2018 | Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction. Ziniu Hu, Weiqing Liu, Jiang Bian, Xuanzhe Liu, Tie-Yan Liu |
| 2018 | Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction. Mingming Sun, Xu Li, Xin Wang, Miao Fan, Yue Feng, Ping Li |
| 2018 | MIS2: Misinformation and Misbehavior Mining on the Web. Srijan Kumar, Meng Jiang, Taeho Jung, Roger Jie Luo, Jure Leskovec |
| 2018 | Measuring the Latency of Depression Detection in Social Media. Farig Sadeque, Dongfang Xu, Steven Bethard |
| 2018 | Micro Behaviors: A New Perspective in E-commerce Recommender Systems. Meizi Zhou, Zhuoye Ding, Jiliang Tang, Dawei Yin |
| 2018 | Mining Knowledge Graphs From Text. Jay Pujara, Sameer Singh |
| 2018 | Mining Twitter for Fine-Grained Political Opinion Polarity Classification, Ideology Detection and Sarcasm Detection. Sandeepa Kannangara |
| 2018 | Modeling Time to Open of Emails with a Latent State for User Engagement Level. Moumita Sinha, Vishwa Vinay, Harvineet Singh |
| 2018 | Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce. Jianfei Yu, Minghui Qiu, Jing Jiang, Jun Huang, Shuangyong Song, Wei Chu, Haiqing Chen |
| 2018 | Multi-Dimensional Network Embedding with Hierarchical Structure. Yao Ma, Zhaochun Ren, Ziheng Jiang, Jiliang Tang, Dawei Yin |
| 2018 | Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec. Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Kuansan Wang, Jie Tang |
| 2018 | Network Science of Teams: Characterization, Prediction, and Optimization. Liangyue Li, Hanghang Tong |
| 2018 | Neural Graph Learning: Training Neural Networks Using Graphs. Thang D. Bui, Sujith Ravi, Vivek Ramavajjala |
| 2018 | Neural Networks for Information Retrieval. Tom Kenter, Alexey Borisov, Christophe Van Gysel, Mostafa Dehghani, Maarten de Rijke, Bhaskar Mitra |
| 2018 | Neural Personalized Ranking for Image Recommendation. Wei Niu, James Caverlee, Haokai Lu |
| 2018 | Neural Ranking Models with Multiple Document Fields. Hamed Zamani, Bhaskar Mitra, Xia Song, Nick Craswell, Saurabh Tiwary |
| 2018 | Offline A/B Testing for Recommender Systems. Alexandre Gilotte, Clément Calauzènes, Thomas Nedelec, Alexandre Abraham, Simon Dollé |
| 2018 | On the Power of Massive Text Data. Jiawei Han |
| 2018 | OpenRec: A Modular Framework for Extensible and Adaptable Recommendation Algorithms. Longqi Yang, Eugene Bagdasaryan, Joshua Gruenstein, Cheng-Kang Hsieh, Deborah Estrin |
| 2018 | Orienteering Algorithms for Generating Travel Itineraries. Zachary Friggstad, Sreenivas Gollapudi, Kostas Kollias, Tamás Sarlós, Chaitanya Swamy, Andrew Tomkins |
| 2018 | Peeling Bipartite Networks for Dense Subgraph Discovery. Ahmet Erdem Sariyüce, Ali Pinar |
| 2018 | Percolator: Scalable Pattern Discovery in Dynamic Graphs. Sutanay Choudhury, Sumit Purohit, Peng Lin, Yinghui Wu, Lawrence B. Holder, Khushbu Agarwal |
| 2018 | Performance Analysis of a Privacy Constrained kNN Recommendation Using Data Sketches. Armita Afsharinejad, Neil Hurley |
| 2018 | Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding. Jiaxi Tang, Ke Wang |
| 2018 | Position Bias Estimation for Unbiased Learning to Rank in Personal Search. Xuanhui Wang, Nadav Golbandi, Michael Bendersky, Donald Metzler, Marc Najork |
| 2018 | Predicting Audio Advertisement Quality. Samaneh Ebrahimi, Hossein Vahabi, Matthew Prockup, Oriol Nieto |
| 2018 | Predicting Multi-step Citywide Passenger Demands Using Attention-based Neural Networks. Xian Zhou, Yanyan Shen, Yanmin Zhu, Linpeng Huang |
| 2018 | Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018 Yi Chang, ChengXiang Zhai, Yan Liu, Yoelle Maarek |
| 2018 | Putting Data in the Driver's Seat: Optimizing Earnings for On-Demand Ride-Hailing. Harshal A. Chaudhari, John W. Byers, Evimaria Terzi |
| 2018 | Query Driven Algorithm Selection in Early Stage Retrieval. Joel M. Mackenzie, J. Shane Culpepper, Roi Blanco, Matt Crane, Charles L. A. Clarke, Jimmy Lin |
| 2018 | REV2: Fraudulent User Prediction in Rating Platforms. Srijan Kumar, Bryan Hooi, Disha Makhija, Mohit Kumar, Christos Faloutsos, V. S. Subrahmanian |
| 2018 | Recommendation in Heterogeneous Information Networks Based on Generalized Random Walk Model and Bayesian Personalized Ranking. Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu, Tao Zhang |
| 2018 | Review-Aware Answer Prediction for Product-Related Questions Incorporating Aspects. Qian Yu, Wai Lam |
| 2018 | Robust Transfer Learning for Cross-domain Collaborative Filtering Using Multiple Rating Patterns Approximation. Ming He, Jiuling Zhang, Peng Yang, Kaisheng Yao |
| 2018 | SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction. Hongwei Wang, Fuzheng Zhang, Min Hou, Xing Xie, Minyi Guo, Qi Liu |
| 2018 | Scalable Algorithms in the Age of Big Data and Network Sciences: Characterization, Primitives, and Techniques. Shang-Hua Teng |
| 2018 | Sequential Recommendation with User Memory Networks. Xu Chen, Hongteng Xu, Yongfeng Zhang, Jiaxi Tang, Yixin Cao, Zheng Qin, Hongyuan Zha |
| 2018 | Short-Term Satisfaction and Long-Term Coverage: Understanding How Users Tolerate Algorithmic Exploration. Tobias Schnabel, Paul N. Bennett, Susan T. Dumais, Thorsten Joachims |
| 2018 | Shortcutting Label Propagation for Distributed Connected Components. Stergios Stergiou, Dipen Rughwani, Kostas Tsioutsiouliklis |
| 2018 | Sketch 'Em All: Fast Approximate Similarity Search for Dynamic Data Streams. Marc Bury, Chris Schwiegelshohn, Mara Sorella |
| 2018 | Streaming Link Prediction on Dynamic Attributed Networks. Jundong Li, Kewei Cheng, Liang Wu, Huan Liu |
| 2018 | Supporting Large-scale Geographical Visualization in a Multi-granularity Way. Mingzhao Li, Zhifeng Bao, Farhana Murtaza Choudhury, Timos Sellis |
| 2018 | The 5th International Workshop on Social Web for Disaster Management(SWDM'18): Collective Sensing, Trust, and Resilience in Global Crises. Yu-Ru Lin, Carlos Castillo, Jie Yin |
| 2018 | Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution. Judea Pearl |
| 2018 | Topic Chronicle Forest for Topic Discovery and Tracking. Noriaki Kawamae |
| 2018 | Tracing Fake-News Footprints: Characterizing Social Media Messages by How They Propagate. Liang Wu, Huan Liu |
| 2018 | Tutorial on Metrics of User Engagement: Applications to News, Search and E-Commerce. Mounia Lalmas, Liangjie Hong |
| 2018 | Unsubscription: A Simple Way to Ease Overload in Email. Iftah Gamzu, Liane Lewin-Eytan, Natalia Silberstein |
| 2018 | User Intent, Behaviour, and Perceived Satisfaction in Product Search. Ning Su, Jiyin He, Yiqun Liu, Min Zhang, Shaoping Ma |
| 2018 | User Profiling through Deep Multimodal Fusion. Golnoosh Farnadi, Jie Tang, Martine De Cock, Marie-Francine Moens |
| 2018 | VISIR: Visual and Semantic Image Label Refinement. Sreyasi Nag Chowdhury, Niket Tandon, Hakan Ferhatosmanoglu, Gerhard Weikum |
| 2018 | WSDM Cup 2018: Music Recommendation and Churn Prediction. Yian Chen, Xing Xie, Shou-De Lin, Arden Chiu |
| 2018 | Web Search of Fashion Items with Multimodal Querying. Katrien Laenen, Susana Zoghbi, Marie-Francine Moens |
| 2018 | Who Will Share My Image?: Predicting the Content Diffusion Path in Online Social Networks. Wenjian Hu, Krishna Kumar Singh, Fanyi Xiao, Jinyoung Han, Chen-Nee Chuah, Yong Jae Lee |
| 2018 | Why People Search for Images using Web Search Engines. Xiaohui Xie, Yiqun Liu, Maarten de Rijke, Jiyin He, Min Zhang, Shaoping Ma |
| 2018 | Workshop on Two-sided Marketplace Optimization: Search, Pricing, Matching & Growth. Mihajlo Grbovic, Thanasis Noulas |
| 2018 | sSketch: A Scalable Sketching Technique for PCA in the Cloud. Md. Mehrab Tanjim, Muhammad Abdullah Adnan |