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Computational Collective Intelligence
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Computational Collective Intelligence

Computational Collective Intelligence

Tadeusz M. Szuba

397 pages, parution le 01/03/2001

Résumé

Does Collective Intelligence (CI) exist and, if so, how can it be characterized, quantified, and harnessed? Questions such as these continue to be hotly debated within both the scientific and philosophical communities. Yet few researchers working in the fields of artificial intelligence or distributed computing doubt CI's enormous potential value to the future of computing. Unfortunately, for lack of a rigorous, formal theory of Collective Intelligence, most attempts to analyze CI systems have been disappointing, at best. In Computational Collective Intelligence, Professor Tadeusz Szuba does much to rectify that situation by developing, for the first time, both a formal definition of CI and practical guidelines for its assessment and applications.

Working from the ground up, Dr. Szuba begins with a stimulating and insightful discussion of the types of intelligence-including individual, artificial, and collective-into which he brings ideas from AI, information theory, and distributed computing, as well as psychology, sociology, animal behavior, cognitive science, and other relevant disciplines. He tackles the problem of computational models for simulating and measuring CI. He explores all theoretically feasible models of CI computations and presents a groundbreaking, nondeterministic approach using the Random PROLOG Processor (RPP) as a CI modeling and evaluation tool. He then introduces the Collective Intelligence Quotient (IQS) and develops clear-cut guidelines for measuring it. In the final chapters, he lays the foundation for a dynamic new discipline, Collective Intelligence Engineering (CIE), and considers its potential applications as an organizational restructuring tool.

Contents

  • 1. Introduction.
  • 2. Intelligence - Our Present State of Understanding.
  • 3. Toward the Formalization, Modeling, and Measuring of Collective Intelligence.
  • 4. Computing a Collective Intelligence Quotient (IQS) for Social Structures of Beings.
  • 5. Applications of Collective Intelligence - Toward Collective Intelligence Engineering.
  • 6. Conclusions.
  • 7. Open Questions and Ideas.
  • Bibliography.
  • Index.

L'auteur - Tadeusz M. Szuba

Tadeusz M. Szuba, PhD, is a professor in the Department of Mathematics and Computer Science in the College of Science of Kuwait University. A prolific author, he has published widely in the areas of PROLOG programming for Al, robotic intelligence, man-machine interaction, and consciousness.

Caractéristiques techniques

  PAPIER
Éditeur(s) Wiley
Auteur(s) Tadeusz M. Szuba
Parution 01/03/2001
Nb. de pages 397
Format 15,7 x 24
Couverture Relié
Poids 726g
Intérieur Noir et Blanc
EAN13 9780471349662

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