Ebook: Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems: First International Conference, ICCCI 2009, Wrocław, Poland, October 5-7, 2009. Proceedings
- Genre: Mathematics // Computational Mathematics
- Tags: Artificial Intelligence (incl. Robotics), Software Engineering, Computing Methodologies, Computation by Abstract Devices, Data Mining and Knowledge Discovery, Models and Principles
- Series: Lecture Notes in Computer Science 5796 : Lecture Notes in Artificial Intelligence
- Year: 2009
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
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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.
This book constitutes the proceedings of the First International Conference on Computational Collective Intelligence, ICCCI 2009, held in Wroclaw, Poland, in October 2009. The 71 papers presented in this volume together with 3 keynote speeches were carefully reviewed and selected from 212 submissions. The papers are organized in topical sections on collective decision making, multiagent systems, social networks, semantic web, ontology management, dynamics of real-world social networks, nature-inspired collective intelligence, web systems analysis, collective intelligence for economic data analysis.