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2014 Volume 5 Issue 4

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Introduction to the Special Issue on Diversity and Discovery in Recommender Systems
Pablo Castells | Jun Wang | Rubén Lara | Dell Zhang

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Multiobjective Pareto-Efficient Approaches for Recommender Systems
Marco Túlio Ribeiro | Nivio Ziviani | Edleno Silva de Moura | Itamar Hata | Anísio Lacerda | Adriano Veloso

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On Unexpectedness in Recommender Systems: Or How to Better Expect the Unexpected
Panagiotis Adamopoulos | Alexander Tuzhilin

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Diversifying Citation Recommendations
Onur Küçüktunç | Erik Saule | Kamer Kaya | Ümit V. Çatalyürek

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Accurate and Novel Recommendations: An Algorithm Based on Popularity Forecasting
Amin Javari | Mahdi Jalili

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Introduction to the Special Issue on Online Advertising
Dou Shen | Deepak Agarwal

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Mining Mobile User Preferences for Personalized Context-Aware Recommendation
Hengshu Zhu | Enhong Chen | Hui Xiong | Kuifei Yu | Huanhuan Cao | Jilei Tian

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Location- and Query-Aware Modeling of Browsing and Click Behavior in Sponsored Search
Azin Ashkan | Charles L. A. Clarke

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Sponsored Search Auctions: Recent Advances and Future Directions
Tao Qin | Wei Chen | Tie-Yan Liu

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Simple and Scalable Response Prediction for Display Advertising
Olivier Chapelle | Eren Manavoglu | Rómer Rosales

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Real-Time Bid Optimization for Group-Buying Ads
Raju Balakrishnan | Rushi P. Bhatt

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Improved Approaches with Calibrated Neighboring Joint Density to Steganalysis and Seam-Carved Forgery Detection in JPEG Images
Qingzhong Liu | Zhongxue Chen

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Strategic Information Disclosure to People with Multiple Alternatives
Amos Azaria | Zinovi Rabinovich | Claudia V. Goldman | Sarit Kraus

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Snap & Play: Auto-Generated Personalized Find-the-Difference Game
Si Liu | Qiang Chen | Shuicheng Yan | Changsheng Xu | Hanqing Lu

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Choosing a Candidate Using Efficient Allocation of Biased Information
Shulamit Reches | Meir Kalech

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Community Discovery from Social Media by Low-Rank Matrix Recovery
Jinfeng Zhuang | Tao Mei | Steven C. H. Hoi | Xian-Sheng Hua | Yongdong Zhang

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Identifying Points of Interest Using Heterogeneous Features
Yiyang Yang | Zhiguo Gong | Leong Hou U

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2014 Volume 5 Issue 3

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Introduction to the Special Section on Urban Computing
Yu Zheng | Licia Capra | Ouri Wolfson | Hai Yang

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Urban Computing: Concepts, Methodologies, and Applications
Yu Zheng | Licia Capra | Ouri Wolfson | Hai Yang

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Model-Based Count Series Clustering for Bike Sharing System Usage Mining: A Case Study with the Vélib' System of Paris
Etienne Côme | Latifa Oukhellou

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Mining User Check-In Behavior with a Random Walk for Urban Point-of-Interest Recommendations
Josh Jia-Ching Ying | Wen-Ning Kuo | Vincent S. Tseng | Eric Hsueh-Chan Lu

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Using Digital Footprints for a City-Scale Traffic Simulation
Gavin McArdle | Eoghan Furey | Aonghus Lawlor | Alexei Pozdnoukhov

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Charging and Storage Infrastructure Design for Electric Vehicles
Marjan Momtazpour | Patrick Butler | Naren Ramakrishnan | Mahmud Shahriar Hossain | Mohammad Chehreghani Bozchalui | Ratnesh K. Sharma

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Object-Oriented Travel Package Recommendation
Chang Tan | Qi Liu | Enhong Chen | Hui Xiong | Xiang Wu

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Traffic Information Publication with Privacy Preservation
Sashi Gurung | Dan Lin | Wei Jiang | Ali R. Hurson | Rui Zhang

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Measuring and Recommending Time-Sensitive Routes from Location-Based Data
Hsun-Ping Hsieh | Cheng-Te Li | Shou-De Lin

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Check-ins in "Blau Space": Applying Blau's Macrosociological Theory to Foursquare Check-ins from New York City
Kenneth Joseph | Kathleen M. Carley | Jason I. Hong

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Home Location Identification of Twitter Users
Jalal Mahmud | Jeffrey Nichols | Clemens Drews

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Intelligent Interface for Textual Attitude Analysis
Alena Neviarouskaya | Masaki Aono | Helmut Prendinger | Mitsuru Ishizuka

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A Unified Geolocation Framework for Web Videos
Yicheng Song | Yongdong Zhang | Juan Cao | Jinhui Tang | Xingyu Gao | Jintao Li

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Personalized Recommendations of Locally Interesting Venues to Tourists via Cross-Region Community Matching
Yi-Liang Zhao | Liqiang Nie | Xiangyu Wang | Tat-Seng Chua

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VSRank: A Novel Framework for Ranking-Based Collaborative Filtering
Shuaiqiang Wang | Jiankai Sun | Byron J. Gao | Jun Ma

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2014 Volume 5 Issue 2

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Introduction to the Special Issue on Linking Social Granularity and Functions
Qi He | Juanzi Li | Rong Yan | John Yen | Haizheng Zhang

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Infer User Interests via Link Structure Regularization
Jinpeng Wang | Wayne Xin Zhao | Yulan He | Xiaoming Li

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Cluster-Based Collaborative Filtering for Sign Prediction in Social Networks with Positive and Negative Links
Amin Javari | Mahdi Jalili

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CIM: Community-Based Influence Maximization in Social Networks
Yi-Cheng Chen | Wen-Yuan Zhu | Wen-Chih Peng | Wang-Chien Lee | Suh-Yin Lee

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Structure and Overlaps of Ground-Truth Communities in Networks
Jaewon Yang | Jure Leskovec

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Joint Link Prediction and Attribute Inference Using a Social-Attribute Network
Neil Zhenqiang Gong | Ameet Talwalkar | Lester W. Mackey | Ling Huang | Eui Chul Richard Shin | Emil Stefanov | Elaine Shi | Dawn Song

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Description-Driven Community Detection
Simon Pool | Francesco Bonchi | Matthijs van Leeuwen

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Learning Probabilistic Hierarchical Task Networks as Probabilistic Context-Free Grammars to Capture User Preferences
Nan Li | William Cushing | Subbarao Kambhampati | Sung Wook Yoon

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A Framework for Effectively Choosing between Alternative Candidate Partners
Shulamit Reches | Meir Kalech | Philip Hendrix

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Conveying Semantics through Visual Metaphor
Derrall Heath | David Norton | Dan Ventura

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Mining Check-In History for Personalized Location Naming
Defu Lian | Xing Xie

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Exploiting User Preference for Online Learning in Web Content Optimization Systems
Jiang Bian | Bo Long | Lihong Li | Taesup Moon | Anlei Dong | Yi Chang

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AutoLCA: A Framework for Sustainable Redesign and Assessment of Products
Mahmud Shahriar Hossain | Manish Marwah | Amip Shah | Layne T. Watson | Naren Ramakrishnan

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Multi-Label Classification Based on Multi-Objective Optimization
Chuan Shi | Xiangnan Kong | Di Fu | Philip S. Yu | Bin Wu

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Detecting Social Media Hidden Communities Using Dynamic Stochastic Blockmodel with Temporal Dirichlet Process
Xuning Tang | Christopher C. Yang