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Agents and Data Mining Interaction

8th International Workshop, ADMI 2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers

  • Conference proceedings
  • © 2013

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Editors:
  1. Longbing Cao

    1. University of Technology, Sydney, Australia

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  2. Yifeng Zeng

    1. Teesside University, Tees Valley, UK

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  3. Andreas L. Symeonidis

    1. Electrical & Computer Engineering Department, Aristotle University of Thessaloniki, Thessaloniki, Greece

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  4. Vladimir I. Gorodetsky

    1. St. Petersburg Institute for Informatics and Automation, Russian Academy of Sciences, St. Petersburg, Russia

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  5. Philip S. Yu

    1. Department of Computer Science, University of Illinois at Chicago, 60607, USA

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  6. Munindar P Singh

    1. Department of Computer Science, North Carolina State University, Raleigh, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7607)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

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Conference proceedings info: ADMI 2012.

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Table of contents (18 papers)

  1. Front Matter

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  3. Agents for Data Mining

    1. Front Matter

      Pages 5-5
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    2. Supporting Agent-Oriented Software Engineering for Data Mining Enhanced Agent Development

      • Andreas L. Symeonidis, Panagiotis Toulis, Pericles A. Mitkas
      Pages 7-21

    3. Role-Based Management and Matchmaking in Data-Mining Multi-Agent Systems

      • OndÅ™ej Kazík, Roman Neruda
      Pages 22-35

    4. Incentivizing Cooperation in P2P File Sharing

      • Arman Noroozian, Mathijs de Weerdt, Cees Witteveen
      Pages 36-50

    5. An Agent Collaboration-Based Data Hierarchical Caching Approach for HD Video Surveillance

      • Wenjia Niu, Xinghua Yang, Gang Li, Endong Tong, Hui Tang, Song Ci
      Pages 51-64

    6. System Modeling of a Smart-Home Healthy Lifestyle Assistant

      • Xinhua Zhu, Yaxin Yu, Yuming Ou, Dan Luo, Chengqi Zhang, Jiahang Chen
      Pages 65-78

  4. Data Mining for Agents

    1. Front Matter

      Pages 79-79
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    2. An Optimization Approach to Believable Behavior in Computer Games

      • Yifeng Zeng, Hua Mao, Fan Yang, Jian Luo
      Pages 81-92

    3. Discovering Frequent Patterns to Bootstrap Trust

      • Murat Sensoy, Burcu Yilmaz, Timothy J. Norman
      Pages 93-104

    4. Subjectivity and Objectivity of Trust

      • Xiangrong Tong, Wei Zhang, Yu Long, Houkuan Huang
      Pages 105-114

    5. KNN-Based Clustering for Improving Social Recommender Systems

      • Rong Pan, Peter Dolog, Guandong Xu
      Pages 115-125

    6. A Probabilistic Model Based on Uncertainty for Data Clustering

      • Yaxin Yu, Xinhua Zhu, Miao Li, Guoren Wang, Dan Luo
      Pages 126-138

    7. Following Human Mobility Using Tweets

      • Mahdi Azmandian, Karan Singh, Ben Gelsey, Yu-Han Chang, Rajiv Maheswaran
      Pages 139-149

  5. Agent Mining Applications

    1. Front Matter

      Pages 151-151
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    2. Agents and Distributed Data Mining in Smart Space: Challenges and Perspectives

      • Vladimir Gorodetsky
      Pages 153-165

    3. Agent-Mining of Grid Log-Files: A Case Study

      • Arjan J. R. Stoter, Simon Dalmolen, Wico Mulder
      Pages 166-177
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  1. Agents and Data Mining Interaction

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About this book

This book constitutes the thoroughly refereed post-workshop proceedings of the 8th International Workshop on Agents and Data Mining Interaction, ADMI 2012, held in Valencia, Spain, in June 2012. The 16 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on agents for data mining, data mining for agents, and agent mining applications.

Editors and Affiliations

  • University of Technology, Sydney, Australia

    Longbing Cao

  • Teesside University, Tees Valley, UK

    Yifeng Zeng

  • Electrical & Computer Engineering Department, Aristotle University of Thessaloniki, Thessaloniki, Greece

    Andreas L. Symeonidis

  • St. Petersburg Institute for Informatics and Automation, Russian Academy of Sciences, St. Petersburg, Russia

    Vladimir I. Gorodetsky

  • Department of Computer Science, University of Illinois at Chicago, 60607, USA

    Philip S. Yu

  • Department of Computer Science, North Carolina State University, Raleigh, USA

    Munindar P Singh

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