Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
First International Conference, ICCCI 2009, Wroclaw, Poland, October 5-7, 2009, Proceedings
Editors: Kowalczyk, Ryszard (Ed.)
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- About this book
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Computational collective intelligence (CCI) is most often understood as a subfield of artificial intelligence (AI) dealing with soft computing methods that enable group decisions to be made or knowledge to be processed among autonomous units acting in distributed environments. The needs for CCI techniques and tools have grown signi- cantly recently as many information systems work in distributed environments and use distributed resources. Web-based systems, social networks and multi-agent systems very often need these tools for working out consistent knowledge states, resolving conflicts and making decisions. Therefore, CCI is of great importance for today’s and future distributed systems. Methodological, theoretical and practical aspects of computational collective int- ligence, such as group decision making, collective action coordination, and knowledge integration, are considered as the form of intelligence that emerges from the collabo- tion and competition of many individuals (artificial and/or natural). The application of multiple computational intelligence technologies such as fuzzy systems, evolutionary computation, neural systems, consensus theory, etc. , can support human and other collective intelligence and create new forms of CCI in natural and/or artificial s- tems.
- Table of contents (74 chapters)
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Rough Set Approach to Knowledge Discovery about Preferences
Pages 1-21
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Toward a Self-referential Collective Intelligence Some Philosophical Background of the IEML Research Program
Pages 22-35
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A-Teams and Their Applications
Pages 36-50
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Local Search Algorithms for Core Checking in Hedonic Coalition Games
Pages 51-62
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Information Foraging Theory as a Form of Collective Intelligence for Social Search
Pages 63-74
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Table of contents (74 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
- Book Subtitle
- First International Conference, ICCCI 2009, Wroclaw, Poland, October 5-7, 2009, Proceedings
- Editors
-
- Ryszard Kowalczyk
- Series Title
- Lecture Notes in Artificial Intelligence
- Series Volume
- 5796
- Copyright
- 2009
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- eBook ISBN
- 978-3-642-04441-0
- DOI
- 10.1007/978-3-642-04441-0
- Softcover ISBN
- 978-3-642-04440-3
- Edition Number
- 1
- Number of Pages
- XVII, 860
- Topics
