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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.
Publish Date
2013
Publisher
Springer Berlin Heidelberg,
Imprint: Springer
Language
English
Pages
217
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Previews available in: English
Subjects
Computer Applications, Data Mining and Knowledge Discovery, Information organization, Information storage and retrieval systems, E-Commerce/e-business, Information retrieval, Information Systems Applications (incl. Internet), Artificial Intelligence (incl. Robotics), Data mining, Artificial intelligence, Computer science, Intelligent agents (computer software), Database management, Computer Communication NetworksBook Details
Table of Contents
<p>Organizational Control for Data Mining with Large Numbers of Agents
Competitive Benchmarking: Lessons Learned from the Trading Agent Competition
Supporting Agent-Oriented Software Engineering for Data Mining Enhanced Agent Development
Role-Based Management and Matchmaking in Data-Mining Multi-Agent Systems
Incentivizing Cooperation in P2P File Sharing: Indirect Interaction as an Incentive to Seed
An Agent Collaboration-Based Data Hierarchical Caching Approach for HD Video Surveillance
System Modeling of a Smart-Home Healthy Lifestyle Assistant
An Optimization Approach to Believable Behavior in Computer Games
Discovering Frequent Patterns to Bootstrap Trust
Subjectivity and Objectivity of Trust
KNN-Based Clustering for Improving Social Recommender Systems
A Probabilistic Model Based on Uncertainty for Data Clustering
Following Human Mobility Using Tweets
Agents and Distributed Data Mining in Smart Space: Challenges and Perspectives
Agent-Mining of Grid Log-Files: A Case Study
A Proficient and Dynamic Bidding Agent for Online Auctions.</p>.
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