Behavior and Social Computing

1. Front Matter

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2. Behavior Analytics

   1. Mining Frequent Sequences Using Itemset-Based Extension

      • Ma Zhixin, Xu Yusheng, Tharam S. Dillon

      Pages 1-9

   2. Network Flow Based Collective Behavior Analysis

      • Yuting Hu, Rong Xie, Wenjun Zhang

      Pages 10-19

   3. Design, Conduct and Analysis of a Biased Voting Experiment on Human Behavior

      • Cong Zhao, Guangzhong Sun, Ye Tian

      Pages 20-29

   4. Using Mobile Phone Location Data for Urban Activity Analysis

      • Rong Xie, Huizheng Xu, Yang Yue

      Pages 30-43

   5. Dynamic User Behavior-Based Piracy Propagation Monitoring in Wireless Peer-to-Peer Networks

      • Benke Qu, Wenjia Niu, Tianqing Zhu, Lei Wu, Shijun Liu, Na Wang

      Pages 44-55

   6. World Expo Problem and Its Mixed Integer Programming Based Solution

      • Hongteng Xu, Dixin Luo, Xiaoming Huo, Xiaokang Yang

      Pages 56-67

3. Social Analytics

   1. Semantic Change Computation: A Successive Approach

      • Xuri Tang, Weiguang Qu, Xiaohe Chen

      Pages 68-81

   2. A Connectionist Model-Based Approach to Centrality Discovery in Social Networks

      • Qingmai Wang, Xinghuo Yu, Xiuzhen Zhang

      Pages 82-94

   3. The Influence in Twitter: Are They Really Influenced?

      • Juyup Sung, Seunghyeon Moon, Jae-Gil Lee

      Pages 95-105

   4. Micro-blog Post Topic Drift Detection Based on LDA Model

      • Quanchao Liu, Heyan Huang, Chong Feng

      Pages 106-118

   5. A Network-Based Approach for Collaborative Filtering Recommendation

      • Xuefeng Ma, Bo Li, Qi An

      Pages 119-128

   6. A Novel Framework for Improving Recommender Diversity

      • Jinpeng Chen, Yu Liu, Jun Hu, Wei He, Deyi Li

      Pages 129-138

   7. RNRank: Network-Based Ranking on Relational Tuples

      • Peng Li, Ling Chen, Xue Li, Junhao Wen

      Pages 139-150

   8. Interaction-Based Social Relationship Type Identification in Microblog

      • Qiao Deng, Zhoujun Li, Xiaoming Zhang, Jiali Xia

      Pages 151-164

4. Socio-Behavioral Analytics

   1. Personalized Recommendation Based on Behavior Sequence Similarity Measures

      • Yuqi Zhang, Jian Cao

      Pages 165-177

   2. Detecting Spam Community Using Retweeting Relationships – A Study on Sina Microblog

      • Bin Zhao, Genlin Ji, Weiguang Qu, Zhigang Zhang

      Pages 178-190

   3. Cooperative Community Detection Algorithm Based on Random Walks

      • Mingwei Leng, Weiming Lv, Jianjun Cheng, Zhao Li, Xiaoyun Chen

      Pages 191-203

   4. An Actor Network-Based Approach to Pirates Community Discovery in Peer-to-Peer Network

      • Xiancheng Hou, Bing Shi, Wenjia Niu, Qi Feng, Ying Qi

      Pages 204-213

   5. Suggestions for Fresh Search Queries by Mining Mircoblog Topics

      • Lin Li, Xing Chen, Guandong Xu

      Pages 214-223

This book constitutes the thoroughly refereed proceedings of the International Workshops on Behavior and Social Informatics and Computing, BSIC 2013, held as collocated event of IJCAI 2013, in Beijing, China in August 2013 and the International Workshop on Behavior and Social Informatics, BSI 2013, held as satellite workshop of PAKDD 2013, in Gold Coast, Australia, in April 2013. The 23 papers presented were carefully reviewed and selected from 58 submissions. The papers study a wide range of techniques and methods for behavior/social-oriented analyses including behavioral and social interaction and network, behavioral/social patterns, behavioral/social impacts, the formation of behavioral/social-oriented groups and collective intelligence and behavioral/social intelligence emergence.

• data mining
• evolutionary analysis
• network-based ranking
• recommender systems
• social networks

• Advanced Analytics Institute, University of Technology, Sydney, Australia

  Longbing Cao, Guandong Xu

• Institute of Scientific and Industrial Research, Osaka University, Japan

  Hiroshi Motoda

• Department of Computer Science, University of Minnesota, USA

  Jaideep Srivastava

• School of Information Systems, Singapore Management University, Singapore

  Ee-Peng Lim

• Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong

  Irwin King

• Department of Computer Science, University of Illinois at Chicago, Chicago, USA

  Philip S. Yu

• Leibniz Universität Hannover, Germany

  Wolfgang Nejdl

• Deakin University, Burwood, Australia

  Gang Li

• Shanghai Jiao Tong University, Shanghai, China

  Ya Zhang

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