New Challenges in Computational Collective Intelligence is popular PDF and ePub book, written by Radoslaw Katarzyniak in 2009-08-27, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, New Challenges in Computational Collective Intelligence can be Read Online from any device for your convenience.
New Challenges in Computational Collective Intelligence Book PDF Summary
Collective intelligence has become one of major research issues studied by today’s and future computer science. Computational collective intelligence is understood as this form of group intellectual activity that emerges from collaboration and compe- tion of many artificial individuals. Robotics, artificial intelligence, artificial cognition and group working try to create efficient models for collective intelligence in which it emerges from sets of actions carried out by more or less intelligent individuals. The major methodological, theoretical and practical aspects underlying computational collective intelligence are group decision making, collective action coordination, collective competition and knowledge description, transfer and integration. Obviously, the application of multiple computational technologies such as fuzzy systems, evo- tionary computation, neural systems, consensus theory, knowledge representation etc. is necessary to create new forms of computational collective intelligence and support existing ones. Three subfields of application of computational technologies to support forms of collective intelligence are of special attention to us. The first one is semantic web treated as an advanced tool that increases the collective intelligence in networking environments. The second one covers social networks modeling and analysis, where social networks are this area of in which various forms of computational collective intelligence emerges in a natural way. The third subfield relates us to agent and mul- agent systems understood as this computational and modeling paradigm which is especially tailored to capture the nature of computational collective intelligence in populations of autonomous individuals.
Detail Book of New Challenges in Computational Collective Intelligence PDF
- Author : Radoslaw Katarzyniak
- Release : 27 August 2009
- Publisher : Springer Science & Business Media
- ISBN : 9783642039577
- Genre : Computers
- Total Page : 347 pages
- Language : English
- PDF File Size : 11,5 Mb
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