WSDM2018

会议论文列表

本会议共有 108 篇论文

序号	标题	链接	推荐理由	推荐度	摘要	作者	组织
1		Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding		0		Jiaxi Tang, Ke Wang
2		Position Bias Estimation for Unbiased Learning to Rank in Personal Search		0		Donald Metzler, Marc Najork, Michael Bendersky, Nadav Golbandi, Xuanhui Wang
3		Recommendation in Heterogeneous Information Networks Based on Generalized Random Walk Model and Bayesian Personalized Ranking		0		Bin Fu, Hongzhi Liu, Tao Zhang, Zhengshen Jiang, Zhonghai Wu
4		Neural Personalized Ranking for Image Recommendation		0		Haokai Lu, James Caverlee, Wei Niu
5		Sketch 'Em All: Fast Approximate Similarity Search for Dynamic Data Streams		0		Chris Schwiegelshohn, Mara Sorella, Marc Bury
6		Sequential Recommendation with User Memory Networks		0		Hongteng Xu, Hongyuan Zha, Jiaxi Tang, Xu Chen, Yixin Cao, Yongfeng Zhang, Zheng Qin
7		Robust Transfer Learning for Cross-domain Collaborative Filtering Using Multiple Rating Patterns Approximation		0		Jiuling Zhang, Kaisheng Yao, Ming He, Peng Yang
8		Web Search of Fashion Items with Multimodal Querying		0		Katrien Laenen, MarieFrancine Moens, Susana Zoghbi
9		Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce		0		Haiqing Chen, Jianfei Yu, Jing Jiang, Jun Huang, Minghui Qiu, Shuangyong Song, Wei Chu
10		Micro Behaviors: A New Perspective in E-commerce Recommender Systems		0		Dawei Yin, Jiliang Tang, Meizi Zhou, Zhuoye Ding
11		Conversational Semantic Search: Looking Beyond Web Search, Q&A and Dialog Systems		0		Alex Marin, Aliasgar Lanewala, Imed Zitouni, Karthik Tangirala, Ohyoung Jang, Paul A. Crook, Samantha Anderson, Vipul Agarwal
12		Tutorial on Metrics of User Engagement: Applications to News, Search and E-Commerce		0		Liangjie Hong, Mounia Lalmas
13		Deep Neural Architecture for Multi-Modal Retrieval based on Joint Embedding Space for Text and Images		0		Alexander Kotov, Saeid Balaneshin Kordan
14		Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search		0		Chenyan Xiong, Jamie Callan, Zhiyuan Liu, Zhuyun Dai
15		Care to Share?: Learning to Rank Personal Photos for Public Sharing		0		Alexander Nus, Dan Pelleg, Idan Szpektor, Ido Guy
16		Query Driven Algorithm Selection in Early Stage Retrieval		0		Charles L. A. Clarke, J. Shane Culpepper, Jimmy Lin, Joel M. Mackenzie, Matt Crane, Roi Blanco
17		Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation		0		Anil Kag, Kunal Dahiya, Manik Varma, Rahul Agrawal, Shilpa Gopinath, Shrutendra Harsola, Yashoteja Prabhu
18		Automatic Ranking of Information Retrieval Systems		0		Maram Hasanain
19		User Intent, Behaviour, and Perceived Satisfaction in Product Search		0		Jiyin He, Min Zhang, Ning Su, Shaoping Ma, Yiqun Liu
20		Conversations, Machine Learning and Privacy: LinkedIn's Path Towards Transforming Interaction with Its Members		0		Igor Perisic
21		Improving Negative Sampling for Word Representation using Self-embedded Features		0		Fajie Yuan, Joemon M. Jose, Long Chen, Weinan Zhang
22		Offline A/B Testing for Recommender Systems		0		Alexandre Abraham, Alexandre Gilotte, Clément Calauzènes, Simon Dollé, Thomas Nedelec
23		Exploring Expert Cognition for Attributed Network Embedding		0		Jundong Li, Qingquan Song, Xia Hu, Xiao Huang
24		Joint Non-negative Matrix Factorization for Learning Ideological Leaning on Twitter		0		Aristides Gionis, Kiran Garimella, Preethi Lahoti
25		CrossFire: Cross Media Joint Friend and Item Recommendations		0		Huan Liu, Jiliang Tang, Kai Shu, Suhang Wang, Yilin Wang
26		A Path-constrained Framework for Discriminating Substitutable and Complementary Products in E-commerce		0		Dawei Yin, Jiliang Tang, Zhaochun Ren, Zihan Wang, Ziheng Jiang
27		Dynamic Word Embeddings for Evolving Semantic Discovery		0		Hui Xiong, Nikhil Rao, Weicong Ding, Yifan Sun, Zijun Yao
28		Exploiting Human Mobility Patterns for Point-of-Interest Recommendation		0		Zijun Yao
29		From Search to Research: Direct Answers, Perspectives and Dialog		0		Harry Shum
30		WSDM Cup 2018: Music Recommendation and Churn Prediction		0		Arden Chiu, ShouDe Lin, Xing Xie, Yian Chen
31		Performance Analysis of a Privacy Constrained kNN Recommendation Using Data Sketches		0		Armita Afsharinejad, Neil Hurley
32		Latent Cross: Making Use of Context in Recurrent Recommender Systems		0		Alex Beutel, Can Xu, Ed H. Chi, Jia Li, Paul Covington, Sagar Jain, Vince Gatto
33		Identifying Informational vs. Conversational Questions on Community Question Answering Archives		0		Bracha Shapira, Ido Guy, Lior Rokach, Niva Hazon, Victor Makarenkov
34		Collaborative Filtering via Additive Ordinal Regression		0		Jun Hu, Ping Li
35		Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval		0		Andrew Yates, Gerard de Melo, Kai Hui, Klaus Berberich
36		Bayesian Optimization for Optimizing Retrieval Systems		0		Dan Li, Evangelos Kanoulas
37		Multi-Dimensional Network Embedding with Hierarchical Structure		0		Dawei Yin, Jiliang Tang, Yao Ma, Zhaochun Ren, Ziheng Jiang
38		Fusing Diversity in Recommendations in Heterogeneous Information Networks		0		Aayush Moroney, M. Narasimha Murty, Sharad Nandanwar
39		DSANLS: Accelerating Distributed Nonnegative Matrix Factorization via Sketching		0		Conghui Tan, David W. Cheung, Nikos Mamoulis, Yuqiu Qian
40		Curriculum Learning for Heterogeneous Star Network Embedding via Deep Reinforcement Learning		0		Jian Tang, Jiawei Han, Meng Qu
41		Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec		0		Hao Ma, Jian Li, Jie Tang, Jiezhong Qiu, Kuansan Wang, Yuxiao Dong
42		A Unified Processing Paradigm for Interactive Location-based Web Search		0		Rui Zhang, Sheng Wang, Shixun Huang, Zhifeng Bao
43		SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction		0		Fuzheng Zhang, Hongwei Wang, Min Hou, Minyi Guo, Qi Liu, Xing Xie
44		Why People Search for Images using Web Search Engines		0		Jiyin He, Maarten de Rijke, Min Zhang, Shaoping Ma, Xiaohui Xie, Yiqun Liu
45		OpenRec: A Modular Framework for Extensible and Adaptable Recommendation Algorithms		0		ChengKang Hsieh, Deborah Estrin, Eugene Bagdasaryan, Joshua Gruenstein, Longqi Yang
46		Discrete Deep Learning for Fast Content-Aware Recommendation		0		Defu Lian, Guowu Yang, Hongzhi Yin, Xingzhong Du, Yan Zhang, Zi Huang
47		Neural Ranking Models with Multiple Document Fields		0		Bhaskar Mitra, Hamed Zamani, Nick Craswell, Saurabh Tiwary, Xia Song
48		Collabot: Personalized Group Chat Summarization		0		Anat Hashavit, Inbal Ronen, Lior Leiba, Maya Barnea, Naama Tepper
49		Differential Privacy for Information Retrieval		0		Grace Hui Yang, Sicong Zhang
50		Neural Networks for Information Retrieval		0		Alexey Borisov, Bhaskar Mitra, Christophe Van Gysel, Maarten de Rijke, Mostafa Dehghani, Tom Kenter
51		Short-Term Satisfaction and Long-Term Coverage: Understanding How Users Tolerate Algorithmic Exploration		0		Paul N. Bennett, Susan T. Dumais, Thorsten Joachims, Tobias Schnabel
52		A Critical Review of Online Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries		0		Alexandra Olteanu, Carlos Castillo, Emre Kiciman
53		Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution		0		Judea Pearl
54		Consistent Transformation of Ratio Metrics for Efficient Online Controlled Experiments		0		Alexey Drutsa, Ilya Katsev, Roman Budylin, Valeriya Tsoy
55		VISIR: Visual and Semantic Image Label Refinement		0		Gerhard Weikum, Hakan Ferhatosmanoglu, Niket Tandon, Sreyasi Nag Chowdhury
56		Cognitive Biases in Crowdsourcing		0		Carsten Eickhoff
57		User Profiling through Deep Multimodal Fusion		0		Golnoosh Farnadi, Jie Tang, MarieFrancine Moens, Martine De Cock
58		Who Will Share My Image?: Predicting the Content Diffusion Path in Online Social Networks		0		ChenNee Chuah, Fanyi Xiao, Jinyoung Han, Krishna Kumar Singh, Wenjian Hu, Yong Jae Lee
59		REV2: Fraudulent User Prediction in Rating Platforms		0		Bryan Hooi, Christos Faloutsos, Disha Makhija, Mohit Kumar, Srijan Kumar, V. S. Subrahmanian
60		Streaming Link Prediction on Dynamic Attributed Networks		0		Huan Liu, Jundong Li, Kewei Cheng, Liang Wu
61		Learning to Discover Domain-Specific Web Content		0		Aécio S. R. Santos, Juliana Freire, Kien Pham
62		Modeling Time to Open of Emails with a Latent State for User Engagement Level		0		Harvineet Singh, Moumita Sinha, Vishwa Vinay
63		Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction		0		Miao Fan, Mingming Sun, Ping Li, Xin Wang, Xu Li, Yue Feng
64		Customer Purchase Behavior Prediction from Payment Datasets		0		HongHan Shuai, PeiWen Yeh, TzuHao Tsai, WenChih Peng, Yu Ting Wen
65		Review-Aware Answer Prediction for Product-Related Questions Incorporating Aspects		0		Qian Yu, Wai Lam
66		Event Mining over Distributed Text Streams		0		John Calvo Martinez
67		Mining Twitter for Fine-Grained Political Opinion Polarity Classification, Ideology Detection and Sarcasm Detection		0		Sandeepa Kannangara
68		Engagement and Incentives in Online Community: Observational Data, Prediction Models, and Field Experiments		0		Jiezhong Qiu
69		Beyond Who and What: Data Driven Approaches for User Characterization		0		Aastha Nigam
70		Supporting Large-scale Geographical Visualization in a Multi-granularity Way		0		Farhana Murtaza Choudhury, Mingzhao Li, Timos Sellis, Zhifeng Bao
71		Influence Maximization in Online Social Networks		0		Laks V. S. Lakshmanan, Wei Lu, Xiaokui Xiao, Çigdem Aslay
72		MIS2: Misinformation and Misbehavior Mining on the Web		0		Jure Leskovec, Meng Jiang, Roger Jie Luo, Srijan Kumar, Taeho Jung
73		A Call to Arms: Embrace Assistive AI Systems!		0		Andrei Z. Broder
74		On the Power of Massive Text Data		0		Jiawei Han
75		Scalable Algorithms in the Age of Big Data and Network Sciences: Characterization, Primitives, and Techniques		0		ShangHua Teng
76		Can you Trust the Trend?: Discovering Simpson's Paradoxes in Social Data		0		Kristina Lerman, Nazanin Alipourfard, Peter G. Fennell
77		Neural Graph Learning: Training Neural Networks Using Graphs		0		Sujith Ravi, Thang D. Bui, Vivek Ramavajjala
78		A Discrete Choice Model for Subset Selection		0		Andrew Tomkins, Austin R. Benson, Ravi Kumar
79		Fast Coreset-based Diversity Maximization under Matroid Constraints		0		Andrea Pietracaprina, Geppino Pucci, Matteo Ceccarello
80		Putting Data in the Driver's Seat: Optimizing Earnings for On-Demand Ride-Hailing		0		Evimaria Terzi, Harshal A. Chaudhari, John W. Byers
81		Predicting Audio Advertisement Quality		0		Hossein Vahabi, Matthew Prockup, Oriol Nieto, Samaneh Ebrahimi
82		Demographics and Dynamics of Mechanical Turk Workers		0		Djellel Eddine Difallah, Elena Filatova, Panos Ipeirotis
83		Joint Generative-Discriminative Aggregation Model for Multi-Option Crowd Labels		0		Heng Huang, Kamran Ghasedi Dizaji, Yanhua Yang
84		Orienteering Algorithms for Generating Travel Itineraries		0		Andrew Tomkins, Chaitanya Swamy, Kostas Kollias, Sreenivas Gollapudi, Tamás Sarlós, Zachary Friggstad
85		Unsubscription: A Simple Way to Ease Overload in Email		0		Iftah Gamzu, Liane LewinEytan, Natalia Silberstein
86		Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons		0		Dafna Shahaf, Tom Hope
87		Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction		0		Jiang Bian, TieYan Liu, Weiqing Liu, Xuanzhe Liu, Ziniu Hu
88		Fast and Scalable Distributed Loopy Belief Propagation on Real-World Graphs		0		Jaemin Yoo, Saehan Jo, U Kang
89		Combating Crowdsourced Review Manipulators: A Neighborhood-Based Approach		0		Anna Cinzia Squicciarini, James Caverlee, Parisa Kaghazgaran
90		Leveraging the Crowd to Detect and Reduce the Spread of Fake News and Misinformation		0		Alice Oh, Behzad Tabibian, Bernhard Schölkopf, Jooyeon Kim, Manuel GomezRodriguez
91		Topic Chronicle Forest for Topic Discovery and Tracking		0		Noriaki Kawamae
92		Inferring Dockless Shared Bike Distribution in New Cities		0		Yanmin Zhu, Yanyan Shen, Zhaoyang Liu
93		Index Compression Using Byte-Aligned ANS Coding and Two-Dimensional Contexts		0		Alistair Moffat, Matthias Petri
94		Leveraging Implicit Contribution Amounts to Facilitate Microfinancing Requests		0		Ghazaleh Beigi, Huan Liu, Suhas Ranganath
95		FACH: Fast Algorithm for Detecting Cohesive Hierarchies of Communities in Large Networks		0		Mojtaba Rezvani, Qing Wang, Weifa Liang
96		Measuring the Latency of Depression Detection in Social Media		0		Dongfang Xu, Farig Sadeque, Steven Bethard
97		Peeling Bipartite Networks for Dense Subgraph Discovery		0		Ahmet Erdem Sariyüce, Ali Pinar
98		Shortcutting Label Propagation for Distributed Connected Components		0		Dipen Rughwani, Kostas Tsioutsiouliklis, Stergios Stergiou
99		sSketch: A Scalable Sketching Technique for PCA in the Cloud		0		Md. Mehrab Tanjim, Muhammad Abdullah Adnan
100		Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering		0		Luu Anh Tuan, Siu Cheung Hui, Yi Tay
101		Tracing Fake-News Footprints: Characterizing Social Media Messages by How They Propagate		0		Huan Liu, Liang Wu
102		Indirect Supervision for Relation Extraction using Question-Answer Pairs		0		Frank F. Xu, Ji Li, Jiawei Han, Xiang Ren, Zeqiu Wu
103		Predicting Multi-step Citywide Passenger Demands Using Attention-based Neural Networks		0		Linpeng Huang, Xian Zhou, Yanmin Zhu, Yanyan Shen
104		Connectivity in Complex Networks: Measures, Inference and Optimization		0		Chen Chen
105		Percolator: Scalable Pattern Discovery in Dynamic Graphs		0		Khushbu Agarwal, Lawrence B. Holder, Peng Lin, Sumit Purohit, Sutanay Choudhury, Yinghui Wu
106		Network Science of Teams: Characterization, Prediction, and Optimization		0		Hanghang Tong, Liangyue Li
107		Athlytics: Winning in Sports with Data		0		Evangelos E. Papalexakis, Konstantinos Pelechrinis
108		Mining Knowledge Graphs From Text		0		Jay Pujara, Sameer Singh