New Challenges in Computational Collective Intelligence

New Challenges in Computational Collective Intelligence
Title New Challenges in Computational Collective Intelligence PDF eBook
Author Radoslaw Katarzyniak
Publisher Springer Science & Business Media
Total Pages 347
Release 2009-08-27
Genre Computers
ISBN 364203957X

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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.

Transactions on Computational Collective Intelligence XXVI

Transactions on Computational Collective Intelligence XXVI
Title Transactions on Computational Collective Intelligence XXVI PDF eBook
Author Ngoc Thanh Nguyen
Publisher Springer
Total Pages 233
Release 2017-06-14
Genre Computers
ISBN 3319592688

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These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the semantic Web, social networks, and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood as the form of intelligence that emerges from the collaboration 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., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems. This twenty-sixth issue is a special issue with selected papers from the First International KEYSTONE Conference 2015 (IKC 2015), part of the keystone COST Action IC1302.

Advanced Methods for Computational Collective Intelligence

Advanced Methods for Computational Collective Intelligence
Title Advanced Methods for Computational Collective Intelligence PDF eBook
Author Ngoc Thanh Nguyen
Publisher Springer
Total Pages 378
Release 2012-10-13
Genre Technology & Engineering
ISBN 3642343007

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The book consists of 35 extended chapters which have been selected and invited from the submissions to the 4th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI 2012) held on November 28-30, 2012 in Ho Chi Minh City, Vietnam. The book is organized into six parts, which are semantic web and ontologies, social networks and e-learning, agent and multiagent systems, data mining methods and applications, soft computing, and optimization and control, respectively. All chapters in the book discuss theoretical and practical issues connected with computational collective intelligence and related technologies. The editors hope that the book can be useful for graduate and Ph.D. students in Computer Science, in particular participants in courses on Soft Computing, Multiagent Systems, and Data Mining. This book can be also useful for researchers working on the concept of computational collective intelligence in artificial populations. It is the hope of the editors that readers of this volume can find many inspiring ideas and use them to create new cases of intelligent collectives. Many such challenges are suggested by particular approaches and models presented in individual chapters of this book. The editors hope that readers of this volume can find many inspiring ideas and influential practical examples and use them in their future work.

Transactions on Computational Collective Intelligence XXXVI

Transactions on Computational Collective Intelligence XXXVI
Title Transactions on Computational Collective Intelligence XXXVI PDF eBook
Author Ngoc Thanh Nguyen
Publisher Springer Nature
Total Pages 172
Release 2021-12-04
Genre Computers
ISBN 3662645637

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These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as performance optimization in IoT, big data, reliability, privacy, security, service selection, QoS and machine learning. This 36th issue contains 7 selected papers which present new findings and innovative methodologies as well as discuss issues and challenges in the field of collective intelligence from big data and networking paradigms while addressing security, privacy, reliability and optimality to achieve QoS to the benefit of final users This is an open access book.

Transactions on Computational Collective Intelligence XXXV

Transactions on Computational Collective Intelligence XXXV
Title Transactions on Computational Collective Intelligence XXXV PDF eBook
Author Ngoc Thanh Nguyen
Publisher Springer Nature
Total Pages 179
Release 2020-08-26
Genre Computers
ISBN 3662622459

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These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as performance optimization in IoT, big data, reliability, privacy, security, service selection, QoS and machine learning. This thirty-fifth issue contains 10 selected papers which present new findings and innovative methodologies as well as discuss issues and challenges in the field of collective intelligence from big data and networking paradigms while addressing security, privacy, reliability and optimality to achieve QoS to the benefit of final users.

Transactions on Computational Collective Intelligence VII

Transactions on Computational Collective Intelligence VII
Title Transactions on Computational Collective Intelligence VII PDF eBook
Author Ngoc-Thanh Nguyen
Publisher Springer
Total Pages 237
Release 2012-07-18
Genre Computers
ISBN 364232066X

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These Transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the Semantic Web, social networks and multiagent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood as the form of intelligence that emerges from the collaboration 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., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems. This seventh issue contains a collection of ten carefully selected and thorougly revised contributions.

Transactions on Computational Collective Intelligence XII

Transactions on Computational Collective Intelligence XII
Title Transactions on Computational Collective Intelligence XII PDF eBook
Author Ngoc-Thanh Nguyen
Publisher Springer
Total Pages 209
Release 2013-12-13
Genre Computers
ISBN 3642538789

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These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the semantic web, social networks and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood as the form of intelligence that emerges from the collaboration 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., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems. This twelfth issue contains 10 carefully selected and thoroughly revised contributions.