Web Search and Data Mining (WSDM) (2018)

↑ up

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

doi dblp
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018
doi dblp
On the Power of Massive Text Data.
Jiawei Han
doi dblp
Multi-Dimensional Network Embedding with Hierarchical Structure.
Yao Ma|Zhaochun Ren|Ziheng Jiang|Jiliang Tang|Dawei Yin
doi dblp
Performance Analysis of a Privacy Constrained kNN Recommendation Using Data Sketches.
Armita Afsharinejad|Neil Hurley
doi dblp
Can you Trust the Trend?: Discovering Simpson's Paradoxes in Social Data.
Nazanin Alipourfard|Peter G. Fennell|Kristina Lerman
doi dblp
Influence Maximization in Online Social Networks.
Çigdem Aslay|Laks V. S. Lakshmanan|Wei Lu|Xiaokui Xiao
doi dblp
A Discrete Choice Model for Subset Selection.
Austin R. Benson|Ravi Kumar|Andrew Tomkins
doi dblp
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
doi dblp
A Call to Arms: Embrace Assistive AI Systems!
Andrei Z. Broder
doi dblp
Consistent Transformation of Ratio Metrics for Efficient Online Controlled Experiments.
Roman Budylin|Alexey Drutsa|Ilya Katsev|Valeriya Tsoy
doi dblp
Neural Graph Learning: Training Neural Networks Using Graphs.
Thang D. Bui|Sujith Ravi|Vivek Ramavajjala
doi dblp
Sketch 'Em All: Fast Approximate Similarity Search for Dynamic Data Streams.
Marc Bury|Chris Schwiegelshohn|Mara Sorella
doi dblp
Fast Coreset-based Diversity Maximization under Matroid Constraints.
Matteo Ceccarello|Andrea Pietracaprina|Geppino Pucci
doi dblp
Putting Data in the Driver's Seat: Optimizing Earnings for On-Demand Ride-Hailing.
Harshal A. Chaudhari|John W. Byers|Evimaria Terzi
doi dblp
Connectivity in Complex Networks: Measures, Inference and Optimization.
Chen Chen
doi dblp
WSDM Cup 2018: Music Recommendation and Churn Prediction.
Yian Chen|Xing Xie|Shou-De Lin|Arden Chiu
doi dblp
Sequential Recommendation with User Memory Networks.
Xu Chen|Hongteng Xu|Yongfeng Zhang|Jiaxi Tang|Yixin Cao|Zheng Qin|Hongyuan Zha
doi dblp
Improving Negative Sampling for Word Representation using Self-embedded Features.
Long Chen|Fajie Yuan|Joemon M. Jose|Weinan Zhang
doi dblp
Percolator: Scalable Pattern Discovery in Dynamic Graphs.
Sutanay Choudhury|Sumit Purohit|Peng Lin|Yinghui Wu|Lawrence B. Holder|Khushbu Agarwal
doi dblp
VISIR: Visual and Semantic Image Label Refinement.
Sreyasi Nag Chowdhury|Niket Tandon|Hakan Ferhatosmanoglu|Gerhard Weikum
doi dblp
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
doi dblp
Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search.
Zhuyun Dai|Chenyan Xiong|Jamie Callan|Zhiyuan Liu
doi dblp
Demographics and Dynamics of Mechanical Turk Workers.
Djellel Eddine Difallah|Elena Filatova|Panos Ipeirotis
doi dblp
Joint Generative-Discriminative Aggregation Model for Multi-Option Crowd Labels.
Kamran Ghasedi Dizaji|Yanhua Yang|Heng Huang
doi dblp
Predicting Audio Advertisement Quality.
Samaneh Ebrahimi|Hossein Vahabi|Matthew Prockup|Oriol Nieto
doi dblp
Cognitive Biases in Crowdsourcing.
Carsten Eickhoff
doi dblp
HeteroNAM: International Workshop on Heterogeneous Networks Analysis and Mining.
Shobeir Fakhraei|Yanen Li|Yizhou Sun|Tim Weninger
doi dblp
User Profiling through Deep Multimodal Fusion.
Golnoosh Farnadi|Jie Tang|Martine De Cock|Marie-Francine Moens
doi dblp
Orienteering Algorithms for Generating Travel Itineraries.
Zachary Friggstad|Sreenivas Gollapudi|Kostas Kollias|Tamás Sarlós|Chaitanya Swamy|Andrew Tomkins
doi dblp
Unsubscription: A Simple Way to Ease Overload in Email.
Iftah Gamzu|Liane Lewin-Eytan|Natalia Silberstein
doi dblp
Offline A/B Testing for Recommender Systems.
Alexandre Gilotte|Clément Calauzènes|Thomas Nedelec|Alexandre Abraham|Simon Dollé
doi dblp
Workshop on Two-sided Marketplace Optimization: Search, Pricing, Matching & Growth.
Mihajlo Grbovic|Thanasis Noulas
doi dblp
Identifying Informational vs. Conversational Questions on Community Question Answering Archives.
Ido Guy|Victor Makarenkov|Niva Hazon|Lior Rokach|Bracha Shapira
doi dblp
Care to Share?: Learning to Rank Personal Photos for Public Sharing.
Ido Guy|Alexander Nus|Dan Pelleg|Idan Szpektor
doi dblp
Automatic Ranking of Information Retrieval Systems.
Maram Hasanain
doi dblp
Robust Transfer Learning for Cross-domain Collaborative Filtering Using Multiple Rating Patterns Approximation.
Ming He|Jiuling Zhang|Peng Yang|Kaisheng Yao
doi dblp
Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons.
Tom Hope|Dafna Shahaf
doi dblp
Exploring Expert Cognition for Attributed Network Embedding.
Xiao Huang|Qingquan Song|Jundong Li|Xia Hu
doi dblp
Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval.
Kai Hui|Andrew Yates|Klaus Berberich|Gerard de Melo
doi dblp
Collaborative Filtering via Additive Ordinal Regression.
Jun Hu|Ping Li
doi dblp
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
doi dblp
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
doi dblp
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
doi dblp
Fast and Scalable Distributed Loopy Belief Propagation on Real-World Graphs.
Saehan Jo|Jaemin Yoo|U Kang
doi dblp
Combating Crowdsourced Review Manipulators: A Neighborhood-Based Approach.
Parisa Kaghazgaran|James Caverlee|Anna Cinzia Squicciarini
doi dblp
Mining Twitter for Fine-Grained Political Opinion Polarity Classification, Ideology Detection and Sarcasm Detection.
Sandeepa Kannangara
doi dblp
Topic Chronicle Forest for Topic Discovery and Tracking.
Noriaki Kawamae
doi dblp
Neural Networks for Information Retrieval.
Tom Kenter|Alexey Borisov|Christophe Van Gysel|Mostafa Dehghani|Maarten de Rijke|Bhaskar Mitra
doi dblp
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
doi dblp
Deep Neural Architecture for Multi-Modal Retrieval based on Joint Embedding Space for Text and Images.
Saeid Balaneshin Kordan|Alexander Kotov
doi dblp
REV2: Fraudulent User Prediction in Rating Platforms.
Srijan Kumar|Bryan Hooi|Disha Makhija|Mohit Kumar|Christos Faloutsos|V. S. Subrahmanian
doi dblp
MIS2: Misinformation and Misbehavior Mining on the Web.
Srijan Kumar|Meng Jiang|Taeho Jung|Roger Jie Luo|Jure Leskovec
doi dblp
Web Search of Fashion Items with Multimodal Querying.
Katrien Laenen|Susana Zoghbi|Marie-Francine Moens
doi dblp
Joint Non-negative Matrix Factorization for Learning Ideological Leaning on Twitter.
Preethi Lahoti|Kiran Garimella|Aristides Gionis
doi dblp
Tutorial on Metrics of User Engagement: Applications to News, Search and E-Commerce.
Mounia Lalmas|Liangjie Hong
doi dblp
Supporting Large-scale Geographical Visualization in a Multi-granularity Way.
Mingzhao Li|Zhifeng Bao|Farhana Murtaza Choudhury|Timos Sellis
doi dblp
Streaming Link Prediction on Dynamic Attributed Networks.
Jundong Li|Kewei Cheng|Liang Wu|Huan Liu
doi dblp
Bayesian Optimization for Optimizing Retrieval Systems.
Dan Li|Evangelos Kanoulas
doi dblp
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
doi dblp
Network Science of Teams: Characterization, Prediction, and Optimization.
Liangyue Li|Hanghang Tong
doi dblp
Inferring Dockless Shared Bike Distribution in New Cities.
Zhaoyang Liu|Yanyan Shen|Yanmin Zhu
doi dblp
Query Driven Algorithm Selection in Early Stage Retrieval.
Joel M. Mackenzie|J. Shane Culpepper|Roi Blanco|Matt Crane|Charles L. A. Clarke|Jimmy Lin
doi dblp
Event Mining over Distributed Text Streams.
John Calvo Martinez
doi dblp
LearnIR: WSDM 2018 Workshop on Learning from User Interactions.
Rishabh Mehrotra|Ahmed Hassan Awadallah|Emine Yilmaz
doi dblp
Index Compression Using Byte-Aligned ANS Coding and Two-Dimensional Contexts.
Alistair Moffat|Matthias Petri
doi dblp
Fusing Diversity in Recommendations in Heterogeneous Information Networks.
Sharad Nandanwar|Aayush Moroney|M. Narasimha Murty
doi dblp
Beyond Who and What: Data Driven Approaches for User Characterization.
Aastha Nigam
doi dblp
Neural Personalized Ranking for Image Recommendation.
Wei Niu|James Caverlee|Haokai Lu
doi dblp
A Critical Review of Online Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries.
Alexandra Olteanu|Emre Kiciman|Carlos Castillo
doi dblp
Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution.
Judea Pearl
doi dblp
Athlytics: Winning in Sports with Data.
Konstantinos Pelechrinis|Evangelos E. Papalexakis
doi dblp
Conversations, Machine Learning and Privacy: LinkedIn's Path Towards Transforming Interaction with Its Members.
Igor Perisic
doi dblp
Learning to Discover Domain-Specific Web Content.
Kien Pham|Aécio S. R. Santos|Juliana Freire
doi dblp
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
doi dblp
Mining Knowledge Graphs From Text.
Jay Pujara|Sameer Singh
doi dblp
DSANLS: Accelerating Distributed Nonnegative Matrix Factorization via Sketching.
Yuqiu Qian|Conghui Tan|Nikos Mamoulis|David W. Cheung
doi dblp
Engagement and Incentives in Online Community: Observational Data, Prediction Models, and Field Experiments.
Jiezhong Qiu
doi dblp
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec.
Jiezhong Qiu|Yuxiao Dong|Hao Ma|Jian Li|Kuansan Wang|Jie Tang
doi dblp
Curriculum Learning for Heterogeneous Star Network Embedding via Deep Reinforcement Learning.
Meng Qu|Jian Tang|Jiawei Han
doi dblp
Leveraging Implicit Contribution Amounts to Facilitate Microfinancing Requests.
Suhas Ranganath|Ghazaleh Beigi|Huan Liu
doi dblp
First Workshop on Knowledge Base Construction, Mining and Reasoning.
Xiang Ren|Craig A. Knoblock|William Yang Wang|Yu Su
doi dblp
FACH: Fast Algorithm for Detecting Cohesive Hierarchies of Communities in Large Networks.
Mojtaba Rezvani|Qing Wang|Weifa Liang
doi dblp
Measuring the Latency of Depression Detection in Social Media.
Farig Sadeque|Dongfang Xu|Steven Bethard
doi dblp
Peeling Bipartite Networks for Dense Subgraph Discovery.
Ahmet Erdem Sariyüce|Ali Pinar
doi dblp
Short-Term Satisfaction and Long-Term Coverage: Understanding How Users Tolerate Algorithmic Exploration.
Tobias Schnabel|Paul N. Bennett|Susan T. Dumais|Thorsten Joachims
doi dblp
From Search to Research: Direct Answers, Perspectives and Dialog.
Harry Shum
doi dblp
CrossFire: Cross Media Joint Friend and Item Recommendations.
Kai Shu|Suhang Wang|Jiliang Tang|Yilin Wang|Huan Liu
doi dblp
Modeling Time to Open of Emails with a Latent State for User Engagement Level.
Moumita Sinha|Vishwa Vinay|Harvineet Singh
doi dblp
Shortcutting Label Propagation for Distributed Connected Components.
Stergios Stergiou|Dipen Rughwani|Kostas Tsioutsiouliklis
doi dblp
User Intent, Behaviour, and Perceived Satisfaction in Product Search.
Ning Su|Jiyin He|Yiqun Liu|Min Zhang|Shaoping Ma
doi dblp
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
doi dblp
Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding.
Jiaxi Tang|Ke Wang
doi dblp
sSketch: A Scalable Sketching Technique for PCA in the Cloud.
Md. Mehrab Tanjim|Muhammad Abdullah Adnan
doi dblp
Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering.
Yi Tay|Luu Anh Tuan|Siu Cheung Hui
doi dblp
Scalable Algorithms in the Age of Big Data and Network Sciences: Characterization, Primitives, and Techniques.
Shang-Hua Teng
doi dblp
Collabot: Personalized Group Chat Summarization.
Naama Tepper|Anat Hashavit|Maya Barnea|Inbal Ronen|Lior Leiba
doi dblp
A Unified Processing Paradigm for Interactive Location-based Web Search.
Sheng Wang|Zhifeng Bao|Shixun Huang|Rui Zhang
doi dblp
Position Bias Estimation for Unbiased Learning to Rank in Personal Search.
Xuanhui Wang|Nadav Golbandi|Michael Bendersky|Donald Metzler|Marc Najork
doi dblp
A Path-constrained Framework for Discriminating Substitutable and Complementary Products in E-commerce.
Zihan Wang|Ziheng Jiang|Zhaochun Ren|Jiliang Tang|Dawei Yin
doi dblp
SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction.
Hongwei Wang|Fuzheng Zhang|Min Hou|Xing Xie|Minyi Guo|Qi Liu
doi dblp
Customer Purchase Behavior Prediction from Payment Datasets.
Yu Ting Wen|Pei-Wen Yeh|Tzu-Hao Tsai|Wen-Chih Peng|Hong-Han Shuai
doi dblp
Tracing Fake-News Footprints: Characterizing Social Media Messages by How They Propagate.
Liang Wu|Huan Liu
doi dblp
Indirect Supervision for Relation Extraction using Question-Answer Pairs.
Zeqiu Wu|Xiang Ren|Frank F. Xu|Ji Li|Jiawei Han
doi dblp
Why People Search for Images using Web Search Engines.
Xiaohui Xie|Yiqun Liu|Maarten de Rijke|Jiyin He|Min Zhang|Shaoping Ma
doi dblp
GTA3 2018: Workshop on Graph Techniques for Adversarial Activity Analytics.
Jiejun Xu|Hanghang Tong|Tsai-Ching Lu|Jingrui He|Nadya Bliss
doi dblp
OpenRec: A Modular Framework for Extensible and Adaptable Recommendation Algorithms.
Longqi Yang|Eugene Bagdasaryan|Joshua Gruenstein|Cheng-Kang Hsieh|Deborah Estrin
doi dblp
Differential Privacy for Information Retrieval.
Grace Hui Yang|Sicong Zhang
doi dblp
Exploiting Human Mobility Patterns for Point-of-Interest Recommendation.
Zijun Yao
doi dblp
Dynamic Word Embeddings for Evolving Semantic Discovery.
Zijun Yao|Yifan Sun|Weicong Ding|Nikhil Rao|Hui Xiong
doi dblp
Review-Aware Answer Prediction for Product-Related Questions Incorporating Aspects.
Qian Yu|Wai Lam
doi dblp
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
doi dblp
Neural Ranking Models with Multiple Document Fields.
Hamed Zamani|Bhaskar Mitra|Xia Song|Nick Craswell|Saurabh Tiwary
doi dblp
Discrete Deep Learning for Fast Content-Aware Recommendation.
Yan Zhang|Hongzhi Yin|Zi Huang|Xingzhong Du|Guowu Yang|Defu Lian
doi dblp
Micro Behaviors: A New Perspective in E-commerce Recommender Systems.
Meizi Zhou|Zhuoye Ding|Jiliang Tang|Dawei Yin
doi dblp
Predicting Multi-step Citywide Passenger Demands Using Attention-based Neural Networks.
Xian Zhou|Yanyan Shen|Yanmin Zhu|Linpeng Huang
doi dblp
IFUP: Workshop on Multi-dimensional Information Fusion for User Modeling and Personalization.
Feida Zhu|Yongfeng Zhang|Neil Yorke-Smith|Guibing Guo|Xu Chen