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    WSDM
    2016
    ACM
    126views Data Mining» more  WSDM 2016»
    CCCF: Improving Collaborative Filtering via Scalable User-Item Co-Clustering
    8 years 7 months ago
    CCCF: Improving Collaborative Filtering via Scalable User-Item Co-Clustering
    Download  yaowu.co
    Collaborative Filtering (CF) is the most popular method for recommender systems. The principal idea of CF is that users might be interested in items that are favorited by similar ...
    Yao Wu, Xudong Liu, Min Xie, Martin Ester, Qing Ya...
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    WSDM
    2016
    ACM
    47views Data Mining» more  WSDM 2016»
    Understanding and Identifying Advocates for Political Campaigns on Social Media
    8 years 7 months ago
    Understanding and Identifying Advocates for Political Campaigns on Social Media
    Download  www.public.asu.edu
    Social media is increasingly being used to access and disseminate information on sociopolitical issues like gun rights and general elections. The popularity and openness of social...
    Suhas Ranganath, Xia Hu, Jiliang Tang, Huan Liu
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    WSDM
    2016
    ACM
    54views Data Mining» more  WSDM 2016»
    Multi-view Machines
    8 years 7 months ago
    Multi-view Machines
    Download  www.cs.uic.edu
    With rapidly growing amount of data available on the web, it becomes increasingly likely to obtain data from different perspectives for multi-view learning. Some successive examp...
    Bokai Cao, Hucheng Zhou, Guoqiang Li, Philip S. Yu
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    WSDM
    2016
    ACM
    65views Data Mining» more  WSDM 2016»
    Modeling Intransitivity in Matchup and Comparison Data
    8 years 7 months ago
    Modeling Intransitivity in Matchup and Comparison Data
    Download  www.cs.cornell.edu
    We present a method for learning potentially intransitive preference relations from pairwise comparison and matchup data. Unlike standard preference-learning models that represent...
    Shuo Chen, Thorsten Joachims
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    WSDM
    2016
    ACM
    115views Data Mining» more  WSDM 2016»
    Modeling and Predicting Learning Behavior in MOOCs
    8 years 7 months ago
    Modeling and Predicting Learning Behavior in MOOCs
    Download  keg.cs.tsinghua.edu.cn
    Massive Open Online Courses (MOOCs), which collect complete records of all student interactions in an online learning environment, offer us an unprecedented opportunity to analyze...
    Jiezhong Qiu, Jie Tang, Tracy Xiao Liu, Jie Gong, ...
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    WSDM
    2016
    ACM
    66views Data Mining» more  WSDM 2016»
    Ensemble Models for Data-driven Prediction of Malware Infections
    8 years 7 months ago
    Ensemble Models for Data-driven Prediction of Malware Infections
    Download  people.cs.vt.edu
    Given a history of detected malware attacks, can we predict the number of malware infections in a country? Can we do this for different malware and countries? This is an importan...
    Chanhyun Kang, Noseong Park, B. Aditya Prakash, Ed...
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    WSDM
    2016
    ACM
    48views Data Mining» more  WSDM 2016»
    To Suggest, or Not to Suggest for Queries with Diverse Intents: Optimizing Search Result Presentation
    8 years 7 months ago
    To Suggest, or Not to Suggest for Queries with Diverse Intents: Optimizing Search Result Presentation
    Download  www.mpkato.net
    We propose a method of optimizing search result presentation for queries with diverse intents, by selectively presenting query suggestions for leading users to more relevant searc...
    Makoto P. Kato, Katsumi Tanaka
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    WSDM
    2016
    ACM
    56views Data Mining» more  WSDM 2016»
    Geographic Segmentation via Latent Poisson Factor Model
    8 years 7 months ago
    Geographic Segmentation via Latent Poisson Factor Model
    Download  www-scf.usc.edu
    Discovering latent structures in spatial data is of critical importance to understanding the user behavior of locationbased services. In this paper, we study the problem of geogra...
    Rose Yu, Andrew Gelfand, Suju Rajan, Cyrus Shahabi...
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    WSDM
    2016
    ACM
    54views Data Mining» more  WSDM 2016»
    Improving Website Hyperlink Structure Using Server Logs
    8 years 7 months ago
    Improving Website Hyperlink Structure Using Server Logs
    Download  cs.stanford.edu
    Good websites should be easy to navigate via hyperlinks, yet maintaining a high-quality link structure is difficult. Identifying pairs of pages that should be linked may be hard ...
    Ashwin Paranjape, Robert West 0001, Leila Zia, Jur...
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    WSDM
    2016
    ACM
    54views Data Mining» more  WSDM 2016»
    Probabilistic Group Recommendation Model for Crowdfunding Domains
    8 years 7 months ago
    Probabilistic Group Recommendation Model for Crowdfunding Domains
    Download  dmkd.cs.wayne.edu
    Vineeth Rakesh, Wang-Chien Lee, Chandan K. Reddy
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