书目名称 | New Challenges in Computational Collective Intelligence |
编辑 | Ngoc Thanh Nguyen,Radosław Piotr Katarzyniak,Adam |
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概述 | Latest research and new Challenges in Computational Collective Intelligence |
丛书名称 | Studies in Computational Intelligence |
图书封面 |  |
描述 | 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 semanti |
出版日期 | Book 2009 |
关键词 | Multi-agent system; Ontologie; agents; collective intelligence; evolution; knowledge; knowledge-based syst |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-03958-4 |
isbn_softcover | 978-3-642-26928-8 |
isbn_ebook | 978-3-642-03958-4Series ISSN 1860-949X Series E-ISSN 1860-9503 |
issn_series | 1860-949X |
copyright | Springer-Verlag Berlin Heidelberg 2009 |