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Agents and Data Mining Interaction : 8th International Workshop, ADMI 2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers / / edited by Longbing Cao, Yifeng Zeng, Andreas L. Symeonidis, Vladimir Gorodetsky, Philip S. Yu, Munindar P. Singh



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Titolo: Agents and Data Mining Interaction : 8th International Workshop, ADMI 2012, Valencia, Spain, June 4-5, 2012, Revised Selected Papers / / edited by Longbing Cao, Yifeng Zeng, Andreas L. Symeonidis, Vladimir Gorodetsky, Philip S. Yu, Munindar P. Singh Visualizza cluster
Pubblicazione: Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013
Edizione: 1st ed. 2013.
Descrizione fisica: 1 online resource (XII, 217 p. 81 illus.)
Disciplina: 006.3/12
Soggetto topico: Artificial intelligence
Data mining
E-commerce
Information storage and retrieval
Application software
Artificial Intelligence
Data Mining and Knowledge Discovery
e-Commerce/e-business
Information Storage and Retrieval
Information Systems Applications (incl. Internet)
Computer Applications
Soggetto genere / forma: Conference papers and proceedings.
Persona (resp. second.): CaoLongbing
ZengYifeng
SymeonidisAndreas L
GorodetskyVladimir
YuPhilip S
SinghMunindar P
Note generali: Includes author index.
Nota di contenuto: 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.
Sommario/riassunto: 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.
Titolo autorizzato: Agents and Data Mining Interaction  Visualizza cluster
ISBN: 3-642-36287-7
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910739463003321
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Serie: Lecture Notes in Artificial Intelligence ; ; 7607