Advanced Methods for Computational Collective Intelligence

ISBN-13: 9783642342998 / Angielski / Twarda / 2012 / 378 str.

Ngoc Thanh Nguyen; Bogdan Trawi Ski; Radoslaw Katarzyniak

Opis

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.

Spis treści

Part I: Semantic Web and Ontologies.- Part II: Social Networks and e-Learning.- Part III: Agent and Multiagent Systems.- Part IV: Data Mining Methods and Applications.- Part V: Soft computing.- Part VI: Optimization and Control.