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9th WSDM 2016: San Francisco, CA, USA
- Paul N. Bennett, Vanja Josifovski, Jennifer Neville, Filip Radlinski:
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016. ACM 2016, ISBN 978-1-4503-3716-8
Keynote Address
- Jeffrey Dean:
Large-Scale Deep Learning For Building Intelligent Computer Systems. 1
Communities and Social Interaction
- Nicholas Jing Yuan, Yuan Zhong, Fuzheng Zhang, Xing Xie
, Chin-Yew Lin, Yong Rui:
Who Will Reply to/Retweet This Tweet?: The Dynamics of Intimacy from Online Social Interactions. 3-12 - Quanzeng You, Jiebo Luo
Cross-modality Consistent Regression for Joint Visual-Textual Sentiment Analysis of Social Multimedia. 13-22 - Noor Ifada
How Relevant is the Irrelevant Data: Leveraging the Tagging Data for a Learning-to-Rank Model. 23-32 - Kiran Garimella, Gianmarco De Francisci Morales
Quantifying Controversy in Social Media. 33-42 - Suhas Ranganath, Xia Hu, Jiliang Tang, Huan Liu:
Understanding and Identifying Advocates for Political Campaigns on Social Media. 43-52 - Sérgio D. Canuto
Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis. 53-62 - Ning Chen, Steven C. H. Hoi
Mobile App Tagging. 63-72 - Yao Wu, Xudong Liu, Min Xie, Martin Ester, Qing Yang:
CCCF: Improving Collaborative Filtering via Scalable User-Item Co-Clustering. 73-82 - Mahmoudreza Babaei, Przemyslaw A. Grabowicz, Isabel Valera
On the Efficiency of the Information Networks in Social Media. 83-92 - Jiezhong Qiu, Jie Tang, Tracy Xiao Liu, Jie Gong
Modeling and Predicting Learning Behavior in MOOCs. 93-102
Search and Semantics
- Yue Wang, Dawei Yin, Luo Jie, Pengyuan Wang
Beyond Ranking: Optimizing Whole-Page Presentation. 103-112 - Dmitry Lagun, Mounia Lalmas:
Understanding User Attention and Engagement in Online News Reading. 113-122 - Liudmila Ostroumova Prokhorenkova, Petr Prokhorenkov, Egor Samosvat, Pavel Serdyukov:
Publication Date Prediction through Reverse Engineering of the Web. 123-132 - Makoto P. Kato, Katsumi Tanaka:
To Suggest, or Not to Suggest for Queries with Diverse Intents: Optimizing Search Result Presentation. 133-142 - Saúl Vargas
Term-by-Term Query Auto-Completion for Mobile Search. 143-152 - Yao Wu, Christopher DuBois, Alice X. Zheng, Martin Ester:
Collaborative Denoising Auto-Encoders for Top-N Recommender Systems. 153-162 - Peter Lofgren, Siddhartha Banerjee, Ashish Goel:
Personalized PageRank Estimation and Search: A Bidirectional Approach. 163-172 - Pengfei Wang, Jiafeng Guo, Yanyan Lan, Jun Xu
Your Cart tells You: Inferring Demographic Attributes from Purchase Data. 173-182 - Jiepu Jiang
Reducing Click and Skip Errors in Search Result Ranking. 183-192 - Bhavana Dalvi, Aditya Kumar Mishra, William W. Cohen:
Hierarchical Semi-supervised Classification with Incomplete Class Hierarchies. 193-202
Practice & Experience Track
- Yoelle Maarek:
Is Mail The Next Frontier In Search And Data Mining? 203
Observing Users
- Farshad Kooti, Kristina Lerman, Luca Maria Aiello
Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. 205-214 - Marian-Andrei Rizoiu
Evolution of Privacy Loss in Wikipedia. 215-224
Keynote Address
- Yiling Chen:
Keynote Speaker Bio. 225
Leveraging Users
- Shuo Chen, Thorsten Joachims:
Modeling Intransitivity in Matchup and Comparison Data. 227-236 - Qi Li, Fenglong Ma, Jing Gao, Lu Su, Christopher J. Quinn:
Crowdsourcing High Quality Labels with a Tight Budget. 237-246 - Yan Li, Vineeth Rakesh, Chandan K. Reddy
Project Success Prediction in Crowdfunding Environments. 247-256 - Vineeth Rakesh, Wang-Chien Lee, Chandan K. Reddy
Probabilistic Group Recommendation Model for Crowdfunding Domains. 257-266 - Gabriella Kazai, Imed Zitouni:
Quality Management in Crowdsourcing using Gold Judges Behavior. 267-276 - Manisha Verma, Emine Yilmaz, Nick Craswell:
On Obtaining Effort Based Judgements for Information Retrieval. 277-286 - Long Chen, Joemon M. Jose, Haitao Yu, Fajie Yuan, Dell Zhang:
A Semantic Graph based Topic Model for Question Retrieval in Community Question Answering. 287-296 - Jingjing Wang, Min Li, Jiawei Han, Xiaolong Wang:
Modeling Check-in Preferences with Multidimensional Knowledge: A Minimax Entropy Approach. 297-306 - Dotan Di Castro, Zohar Shay Karnin, Liane Lewin-Eytan, Yoelle Maarek:
You've got Mail, and Here is What you Could do With It!: Analyzing and Predicting Actions on Email Messages. 307-316 - James B. Wendt
Hierarchical Label Propagation and Discovery for Machine Generated Email. 317-326 - Dotan Di Castro, Liane Lewin-Eytan, Yoelle Maarek, Ran Wolff, Eyal Zohar:
Enforcing k-anonymity in Web Mail Auditing. 327-336 - Luca Bonomi, Liyue Fan, Hongxia Jin:
An Information-Theoretic Approach to Individual Sequential Data Sanitization. 337-346 - Ovidiu Dan, Vaibhav Parikh, Brian D. Davison
Improving IP Geolocation using Query Logs. 347-356 - Rose Yu, Andrew Gelfand, Suju Rajan, Cyrus Shahabi, Yan Liu:
Geographic Segmentation via Latent Poisson Factor Model. 357-366
Big Data Algorithms
- Liang Duan, Charu C. Aggarwal, Shuai Ma, Renjun Hu, Jinpeng Huai:
Scaling up Link Prediction with Ensembles. 367-376 - Mu Li, Ziqi Liu, Alexander J. Smola, Yu-Xiang Wang:
DiFacto: Distributed Factorization Machines. 377-386 - Kevin Aydin, MohammadHossein Bateni, Vahab S. Mirrokni:
Distributed Balanced Partitioning via Linear Embedding. 387-396 - Ahmed M. Aly, Hazem Elmeleegy, Yan Qi, Walid G. Aref:
Kangaroo: Workload-Aware Processing of Range Data and Range Queries in Hadoop. 397-406 - Weinan Zhang, Yifei Rong, Jun Wang, Tianchi Zhu, Xiaofan Wang:
Feedback Control of Real-Time Display Advertising. 407-416 - Denis Xavier Charles, Nikhil R. Devanur, Balasubramanian Sivan:
Multi-Score Position Auctions. 417-425 - Bokai Cao, Hucheng Zhou, Guoqiang Li, Philip S. Yu:
Multi-view Machines. 427-436 - Phiradet Bangcharoensap, Tsuyoshi Murata, Hayato Kobayashi, Nobuyuki Shimizu:
Transductive Classification on Heterogeneous Information Networks with Edge Betweenness-based Normalization. 437-446 - Zhaoming Wu, Charu C. Aggarwal, Jimeng Sun
The Troll-Trust Model for Ranking in Signed Networks. 447-456 - Anne Schuth
Multileave Gradient Descent for Fast Online Learning to Rank. 457-466
Practice & Experience Track
- Jie Tang:
AMiner: Toward Understanding Big Scholar Data. 467 - Lars Backstrom:
Serving a Billion Personalized News Feeds. 469
Keynote Address
- Foster J. Provost:
The Predictive Power of Massive Data about our Fine-Grained Behavior. 471-472
Social Networks
- Lada A. Adamic, Thomas M. Lento, Eytan Adar, Pauline C. Ng:
Information Evolution in Social Networks. 473-482 - Yuichi Yoshida:
Nonlinear Laplacian for Digraphs and its Applications to Network Analysis. 483-492 - Karthik Subbian, Charu C. Aggarwal, Jaideep Srivastava
Querying and Tracking Influencers in Social Streams. 493-502 - Nikos Parotsidis
Centrality-Aware Link Recommendations. 503-512 - Liang Wu, Xia Hu, Huan Liu:
Relational Learning with Social Status Analysis. 513-522 - Katherine Ellis, Moisés Goldszmidt, Gert R. G. Lanckriet, Nina Mishra, Omer Reingold:
Equality and Social Mobility in Twitter Discussion Groups. 523-532 - Kai Zhang, Wei Wu, Fang Wang, Ming Zhou, Zhoujun Li
Learning Distributed Representations of Data in Community Question Answering for Question Retrieval. 533-542 - Yusuke Tanaka
Inferring Latent Triggers of Purchases with Consideration of Social Effects and Media Advertisements. 543-552 - Daniel Kershaw
Towards Modelling Language Innovation Acceptance in Online Social Networks. 553-562 - Nir Rosenfeld, Mor Nitzan
Discriminative Learning of Infection Models. 563-572 - Simon Bourigault, Sylvain Lamprier, Patrick Gallinari:
Representation Learning for Information Diffusion through Social Networks: an Embedded Cascade Model. 573-582 - Chanhyun Kang, Noseong Park, B. Aditya Prakash, Edoardo Serra
Ensemble Models for Data-driven Prediction of Malware Infections. 583-592
Entities and Structure
- Alex D. Wade
WSDM Cup 2016: Entity Ranking Challenge. 593-594 - David Graus
Dynamic Collective Entity Representations for Entity Ranking. 595-604 - Mohamed Yahya, Denilson Barbosa, Klaus Berberich, Qiuyue Wang, Gerhard Weikum:
Relationship Queries on Extended Knowledge Graphs. 605-614 - Ashwin Paranjape, Robert West, Leila Zia, Jure Leskovec
Improving Website Hyperlink Structure Using Server Logs. 615-624 - Zhe Chen, Michael J. Cafarella, H. V. Jagadish:
Long-tail Vocabulary Dictionary Extraction from the Web. 625-634 - Yuan Ni, Qiongkai Xu
Semantic Documents Relatedness using Concept Graph Representation. 635-644 - Xin Rong, Zhe Chen, Qiaozhu Mei, Eytan Adar:
EgoSet: Exploiting Word Ego-networks and User-generated Ontology for Multifaceted Set Expansion. 645-654 - Takuya Konishi, Takuya Ohwa, Sumio Fujita, Kazushi Ikeda, Kohei Hayashi:
Extracting Search Query Patterns via the Pairwise Coupled Topic Model. 655-664
Practice & Experience Track
- Mor Naaman:
The Past and Future of Systems for Current Events. 665
Social Events
- Flávio Martins
Barbara Made the News: Mining the Behavior of Crowds for Time-Aware Learning to Rank. 667-676 - Ahmad Mahmoody, Matteo Riondato
Wiggins: Detecting Valuable Information in Dynamic Networks Using Limited Resources. 677-686
Tutorials
- David Lazer, Oren Tsur
Understanding Offline Political Systems by Mining Online Political Data. 687-688 - Aleksandr Chuklin, Ilya Markov, Maarten de Rijke
Click Models for Web Search and their Applications to IR: WSDM 2016 Tutorial. 689-690
Workshop Summaries
- Amit Goyal, Jianfeng Gao, Hongbo Deng, Yi Chang
Query Understanding for Search on All Devices at WSDM 2016. 691-692 - Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic:
TargetAd2016: 2nd International Workshop on Ad Targeting at Scale. 693-694 - Fernando Diaz, Solon Barocas:
WSDM 2016 Workshop on the Ethics of Online Experimentation. 695-696 - Vanessa Murdock, Charles L. A. Clarke, Jaap Kamps
Second Workshop on Search and Exploration of X-Rated Information (SEXI'16): WSDM Workshop Summary. 697-698
Doctoral Consortium
- Elena Tutubalina
Mining Complaints to Improve a Product: a Study about Problem Phrase Extraction from User Reviews. 699 - Lu Jiang:
Web-scale Multimedia Search for Internet Video Content. 701 - Sicheng Zhao:
Affective Computing of Image Emotion Perceptions. 703 - Dhruv Gupta:
Event Search and Analytics: Detecting Events in Semantically Annotated Corpora for Search & Analytics. 705 - Xinran He:
Understanding Diffusion Processes: Inference and Theory. 707 - Qi Zhao:
E-commerce Product Recommendation by Personalized Promotion and Total Surplus Maximization. 709 - Zhe Zhao:
Detecting Social Media Icebergs by Their Tips: Rumors, Persuasion Campaigns, and Information Needs. 711 - Yuxiao Dong:
User Modeling in Large Social Networks. 713 - Chun Guo:
Feature Generation and Selection on the Heterogeneous Graph for Music Recommendation. 715 - Hossein Fani:
Temporal Formation and Evolution of Online Communities. 717 - Xin Rong:
Mining the Web for Intelligent Problem Solving for Programmers. 719 - Nikita V. Spirin
Optimizing Search Interactions within Professional Social Networks. 721
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