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Agents and Data Mining Interaction: 8th International Workshop, ADMI 2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers

✍ Scribed by Victor Lesser (auth.), Longbing Cao, Yifeng Zeng, Andreas L. Symeonidis, Vladimir I. Gorodetsky, Philip S. Yu, Munindar P Singh (eds.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2013
Tongue
English
Leaves
221
Series
Lecture Notes in Computer Science 7607
Edition
1
Category
Library

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✦ Synopsis


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.

✦ Table of Contents


Front Matter....Pages -
Front Matter....Pages 1-1
Organizational Control for Data Mining with Large Numbers of Agents....Pages 3-3
Competitive Benchmarking: Lessons Learned from the Trading Agent Competition....Pages 4-4
Front Matter....Pages 5-5
Supporting Agent-Oriented Software Engineering for Data Mining Enhanced Agent Development....Pages 7-21
Role-Based Management and Matchmaking in Data-Mining Multi-Agent Systems....Pages 22-35
Incentivizing Cooperation in P2P File Sharing....Pages 36-50
An Agent Collaboration-Based Data Hierarchical Caching Approach for HD Video Surveillance....Pages 51-64
System Modeling of a Smart-Home Healthy Lifestyle Assistant....Pages 65-78
Front Matter....Pages 79-79
An Optimization Approach to Believable Behavior in Computer Games....Pages 81-92
Discovering Frequent Patterns to Bootstrap Trust....Pages 93-104
Subjectivity and Objectivity of Trust....Pages 105-114
KNN-Based Clustering for Improving Social Recommender Systems....Pages 115-125
A Probabilistic Model Based on Uncertainty for Data Clustering....Pages 126-138
Following Human Mobility Using Tweets....Pages 139-149
Front Matter....Pages 151-151
Agents and Distributed Data Mining in Smart Space: Challenges and Perspectives....Pages 153-165
Agent-Mining of Grid Log-Files: A Case Study....Pages 166-177
A Proficient and Dynamic Bidding Agent for Online Auctions....Pages 178-190
Trading Strategy Based Portfolio Selection for Actionable Trading Agents....Pages 191-202
On the Need of New Methods to Mine Electrodermal Activity in Emotion-Centered Studies....Pages 203-215
Back Matter....Pages -

✦ Subjects


Artificial Intelligence (incl. Robotics); Data Mining and Knowledge Discovery; e-Commerce/e-business; Information Storage and Retrieval; Information Systems Applications (incl. Internet); Computer Applications


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