| Collaborative Denoising Auto-Encoders for Top-N Recommender Systems |
Yao Wu, Christopher DuBois, Alice X. Zheng, Martin Ester |
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code |
527 |
| Modeling and Predicting Learning Behavior in MOOCs |
Jiezhong Qiu, Jie Tang, Tracy Xiao Liu, Jie Gong, Chenhui Zhang, Qian Zhang, Yufei Xue |
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code |
95 |
| Cross-modality Consistent Regression for Joint Visual-Textual Sentiment Analysis of Social Multimedia |
Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang |
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code |
92 |
| Representation Learning for Information Diffusion through Social Networks: an Embedded Cascade Model |
Simon Bourigault, Sylvain Lamprier, Patrick Gallinari |
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code |
78 |
| Personalized PageRank Estimation and Search: A Bidirectional Approach |
Peter Lofgren, Siddhartha Banerjee, Ashish Goel |
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code |
72 |
| Understanding User Attention and Engagement in Online News Reading |
Dmitry Lagun, Mounia Lalmas |
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code |
64 |
| Quantifying Controversy in Social Media |
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis |
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code |
63 |
| Information Evolution in Social Networks |
Lada A. Adamic, Thomas M. Lento, Eytan Adar, Pauline C. Ng |
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code |
53 |
| Multileave Gradient Descent for Fast Online Learning to Rank |
Anne Schuth, Harrie Oosterhuis, Shimon Whiteson, Maarten de Rijke |
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code |
50 |
| Project Success Prediction in Crowdfunding Environments |
Yan Li, Vineeth Rakesh, Chandan K. Reddy |
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code |
44 |
| Beyond Ranking: Optimizing Whole-Page Presentation |
Yue Wang, Dawei Yin, Luo Jie, Pengyuan Wang, Makoto Yamada, Yi Chang, Qiaozhu Mei |
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code |
42 |
| Your Cart tells You: Inferring Demographic Attributes from Purchase Data |
Pengfei Wang, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng |
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code |
40 |
| Probabilistic Group Recommendation Model for Crowdfunding Domains |
Vineeth Rakesh, WangChien Lee, Chandan K. Reddy |
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code |
39 |
| The Troll-Trust Model for Ranking in Signed Networks |
Zhaoming Wu, Charu C. Aggarwal, Jimeng Sun |
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code |
39 |
| Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis |
Sérgio D. Canuto, Marcos André Gonçalves, Fabrício Benevenuto |
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code |
38 |
| AMiner: Toward Understanding Big Scholar Data |
Jie Tang |
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code |
37 |
| Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior |
Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic |
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code |
36 |
| CCCF: Improving Collaborative Filtering via Scalable User-Item Co-Clustering |
Yao Wu, Xudong Liu, Min Xie, Martin Ester, Qing Yang |
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code |
32 |
| You've got Mail, and Here is What you Could do With It!: Analyzing and Predicting Actions on Email Messages |
Dotan Di Castro, Zohar Shay Karnin, Liane LewinEytan, Yoelle Maarek |
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code |
32 |
| Semantic Documents Relatedness using Concept Graph Representation |
Yuan Ni, Qiongkai Xu, Feng Cao, Yosi Mass, Dafna Sheinwald, Huijia Zhu, Shao Sheng Cao |
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code |
30 |
| EgoSet: Exploiting Word Ego-networks and User-generated Ontology for Multifaceted Set Expansion |
Xin Rong, Zhe Chen, Qiaozhu Mei, Eytan Adar |
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code |
30 |
| Crowdsourcing High Quality Labels with a Tight Budget |
Qi Li, Fenglong Ma, Jing Gao, Lu Su, Christopher J. Quinn |
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code |
30 |
| DiFacto: Distributed Factorization Machines |
Mu Li, Ziqi Liu, Alexander J. Smola, YuXiang Wang |
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code |
30 |
| Long-tail Vocabulary Dictionary Extraction from the Web |
Zhe Chen, Michael J. Cafarella, H. V. Jagadish |
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code |
26 |
| Modeling Intransitivity in Matchup and Comparison Data |
Shuo Chen, Thorsten Joachims |
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code |
25 |
| Centrality-Aware Link Recommendations |
Nikos Parotsidis, Evaggelia Pitoura, Panayiotis Tsaparas |
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code |
25 |
| Who Will Reply to/Retweet This Tweet?: The Dynamics of Intimacy from Online Social Interactions |
Nicholas Jing Yuan, Yuan Zhong, Fuzheng Zhang, Xing Xie, ChinYew Lin, Yong Rui |
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code |
25 |
| Quality Management in Crowdsourcing using Gold Judges Behavior |
Gabriella Kazai, Imed Zitouni |
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code |
25 |
| Feedback Control of Real-Time Display Advertising |
Weinan Zhang, Yifei Rong, Jun Wang, Tianchi Zhu, Xiaofan Wang |
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code |
25 |
| Improving Website Hyperlink Structure Using Server Logs |
Ashwin Paranjape, Robert West, Leila Zia, Jure Leskovec |
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code |
25 |
| Distributed Balanced Partitioning via Linear Embedding |
Kevin Aydin, MohammadHossein Bateni, Vahab S. Mirrokni |
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code |
22 |
| Querying and Tracking Influencers in Social Streams |
Karthik Subbian, Charu C. Aggarwal, Jaideep Srivastava |
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code |
20 |
| Multi-view Machines |
Bokai Cao, Hucheng Zhou, Guoqiang Li, Philip S. Yu |
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code |
20 |
| Enforcing k-anonymity in Web Mail Auditing |
Dotan Di Castro, Liane LewinEytan, Yoelle Maarek, Ran Wolff, Eyal Zohar |
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code |
19 |
| Ensemble Models for Data-driven Prediction of Malware Infections |
Chanhyun Kang, Noseong Park, B. Aditya Prakash, Edoardo Serra, V. S. Subrahmanian |
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code |
19 |
| A Semantic Graph based Topic Model for Question Retrieval in Community Question Answering |
Long Chen, Joemon M. Jose, Haitao Yu, Fajie Yuan, Dell Zhang |
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code |
18 |
| Hierarchical Label Propagation and Discovery for Machine Generated Email |
James B. Wendt, Michael Bendersky, Lluis Garcia Pueyo, Vanja Josifovski, Balint Miklos, Ivo Krka, Amitabh Saikia, Jie Yang, MarcAllen Cartright, Sujith Ravi |
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code |
18 |
| Relationship Queries on Extended Knowledge Graphs |
Mohamed Yahya, Denilson Barbosa, Klaus Berberich, Qiuyue Wang, Gerhard Weikum |
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code |
18 |
| Dynamic Collective Entity Representations for Entity Ranking |
David Graus, Manos Tsagkias, Wouter Weerkamp, Edgar Meij, Maarten de Rijke |
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code |
17 |
| Mobile App Tagging |
Ning Chen, Steven C. H. Hoi, Shaohua Li, Xiaokui Xiao |
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code |
17 |
| Improving IP Geolocation using Query Logs |
Ovidiu Dan, Vaibhav Parikh, Brian D. Davison |
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code |
16 |
| Inferring Latent Triggers of Purchases with Consideration of Social Effects and Media Advertisements |
Yusuke Tanaka, Takeshi Kurashima, Yasuhiro Fujiwara, Tomoharu Iwata, Hiroshi Sawada |
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code |
16 |
| Large-Scale Deep Learning For Building Intelligent Computer Systems |
Jeffrey Dean |
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code |
14 |
| Scaling up Link Prediction with Ensembles |
Liang Duan, Charu C. Aggarwal, Shuai Ma, Renjun Hu, Jinpeng Huai |
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code |
14 |
| WSDM Cup 2016: Entity Ranking Challenge |
Alex D. Wade, Kuansan Wang, Yizhou Sun, Antonio Gulli |
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code |
13 |
| On Obtaining Effort Based Judgements for Information Retrieval |
Manisha Verma, Emine Yilmaz, Nick Craswell |
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code |
12 |
| Understanding and Identifying Advocates for Political Campaigns on Social Media |
Suhas Ranganath, Xia Hu, Jiliang Tang, Huan Liu |
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code |
11 |
| Evolution of Privacy Loss in Wikipedia |
MarianAndrei Rizoiu, Lexing Xie, Tibério S. Caetano, Manuel Cebrián |
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code |
10 |
| Kangaroo: Workload-Aware Processing of Range Data and Range Queries in Hadoop |
Ahmed M. Aly, Hazem Elmeleegy, Yan Qi, Walid G. Aref |
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code |
10 |
| Discriminative Learning of Infection Models |
Nir Rosenfeld, Mor Nitzan, Amir Globerson |
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code |
10 |
| Barbara Made the News: Mining the Behavior of Crowds for Time-Aware Learning to Rank |
Flávio Martins, João Magalhães, Jamie Callan |
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code |
9 |
| Nonlinear Laplacian for Digraphs and its Applications to Network Analysis |
Yuichi Yoshida |
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code |
9 |
| Hierarchical Semi-supervised Classification with Incomplete Class Hierarchies |
Bhavana Dalvi, Aditya Kumar Mishra, William W. Cohen |
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code |
9 |
| Transductive Classification on Heterogeneous Information Networks with Edge Betweenness-based Normalization |
Phiradet Bangcharoensap, Tsuyoshi Murata, Hayato Kobayashi, Nobuyuki Shimizu |
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code |
9 |
| Learning Distributed Representations of Data in Community Question Answering for Question Retrieval |
Kai Zhang, Wei Wu, Fang Wang, Ming Zhou, Zhoujun Li |
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code |
8 |
| Equality and Social Mobility in Twitter Discussion Groups |
Katherine Ellis, Moisés Goldszmidt, Gert R. G. Lanckriet, Nina Mishra, Omer Reingold |
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code |
7 |
| How Relevant is the Irrelevant Data: Leveraging the Tagging Data for a Learning-to-Rank Model |
Noor Ifada, Richi Nayak |
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code |
6 |
| Is Mail The Next Frontier In Search And Data Mining? |
Yoelle Maarek |
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code |
6 |
| An Information-Theoretic Approach to Individual Sequential Data Sanitization |
Luca Bonomi, Liyue Fan, Hongxia Jin |
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code |
6 |
| Feature Generation and Selection on the Heterogeneous Graph for Music Recommendation |
Chun Guo |
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code |
5 |
| On the Efficiency of the Information Networks in Social Media |
Mahmoudreza Babaei, Przemyslaw A. Grabowicz, Isabel Valera, Krishna P. Gummadi, Manuel GomezRodriguez |
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code |
5 |
| Geographic Segmentation via Latent Poisson Factor Model |
Rose Yu, Andrew Gelfand, Suju Rajan, Cyrus Shahabi, Yan Liu |
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code |
5 |
| E-commerce Product Recommendation by Personalized Promotion and Total Surplus Maximization |
Qi Zhao |
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code |
4 |
| Term-by-Term Query Auto-Completion for Mobile Search |
Saúl Vargas, Roi Blanco, Peter Mika |
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code |
4 |
| Click Models for Web Search and their Applications to IR: WSDM 2016 Tutorial |
Aleksandr Chuklin, Ilya Markov, Maarten de Rijke |
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code |
4 |
| To Suggest, or Not to Suggest for Queries with Diverse Intents: Optimizing Search Result Presentation |
Makoto P. Kato, Katsumi Tanaka |
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code |
4 |
| Relational Learning with Social Status Analysis |
Liang Wu, Xia Hu, Huan Liu |
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code |
4 |
| Extracting Search Query Patterns via the Pairwise Coupled Topic Model |
Takuya Konishi, Takuya Ohwa, Sumio Fujita, Kazushi Ikeda, Kohei Hayashi |
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code |
3 |
| Serving a Billion Personalized News Feeds |
Lars Backstrom |
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code |
3 |
| Event Search and Analytics: Detecting Events in Semantically Annotated Corpora for Search & Analytics |
Dhruv Gupta |
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code |
3 |
| Web-scale Multimedia Search for Internet Video Content |
Lu Jiang |
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code |
3 |
| Towards Modelling Language Innovation Acceptance in Online Social Networks |
Daniel Kershaw, Matthew Rowe, Patrick Stacey |
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code |
3 |
| Publication Date Prediction through Reverse Engineering of the Web |
Liudmila Ostroumova Prokhorenkova, Petr Prokhorenkov, Egor Samosvat, Pavel Serdyukov |
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code |
3 |
| User Modeling in Large Social Networks |
Yuxiao Dong |
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code |
2 |
| Modeling Check-in Preferences with Multidimensional Knowledge: A Minimax Entropy Approach |
Jingjing Wang, Min Li, Jiawei Han, Xiaolong Wang |
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code |
2 |
| Reducing Click and Skip Errors in Search Result Ranking |
Jiepu Jiang, James Allan |
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code |
1 |
| Mining Complaints to Improve a Product: a Study about Problem Phrase Extraction from User Reviews |
Elena Tutubalina |
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code |
1 |
| Understanding Offline Political Systems by Mining Online Political Data |
David Lazer, Oren Tsur, Tina EliassiRad |
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code |
1 |
| Multi-Score Position Auctions |
Denis Xavier Charles, Nikhil R. Devanur, Balasubramanian Sivan |
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code |
1 |
| Affective Computing of Image Emotion Perceptions |
Sicheng Zhao |
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code |
1 |
| Mining the Web for Intelligent Problem Solving for Programmers |
Xin Rong |
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code |
1 |
| Query Understanding for Search on All Devices at WSDM 2016 |
Amit Goyal, Jianfeng Gao, Hongbo Deng, Yi Chang |
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code |
0 |
| Optimizing Search Interactions within Professional Social Networks |
Nikita V. Spirin |
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code |
0 |
| The Predictive Power of Massive Data about our Fine-Grained Behavior |
Foster J. Provost |
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code |
0 |
| Temporal Formation and Evolution of Online Communities |
Hossein Fani |
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code |
0 |
| Keynote Speaker Bio |
Yiling Chen |
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code |
0 |
| The Past and Future of Systems for Current Events |
Mor Naaman |
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code |
0 |
| Wiggins: Detecting Valuable Information in Dynamic Networks Using Limited Resources |
Ahmad Mahmoody, Matteo Riondato, Eli Upfal |
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code |
0 |
| Understanding Diffusion Processes: Inference and Theory |
Xinran He |
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code |
0 |
| Detecting Social Media Icebergs by Their Tips: Rumors, Persuasion Campaigns, and Information Needs |
Zhe Zhao |
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code |
0 |