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Knowledge Science: Modeling the Knowledge Creation Process

Editat de Yoshiteru Nakamori
en Limba Engleză Hardback – 3 aug 2011
Knowledge science is an emerging discipline resulting from the demands of a knowledge-based economy and information revolution. Explaining how to improve our knowledge-based society, Knowledge Science: Modeling the Knowledge Creation Process addresses problems in collecting, synthesizing, coordinating, and creating knowledge. The book introduces several key concepts in knowledge science:
  • Knowledge technology, which encompasses classification, representation, modeling, identification, acquisition, searching, organization, storage, conversion, and dissemination
  • Knowledge management, which covers three different yet related areas (knowledge assets, knowing processes, knower relations)
  • Knowledge discovery and data mining, which combine databases, statistics, machine learning, and related areas to discover and extract valuable knowledge from large volumes of data
  • Knowledge synthesis, knowledge justification, and knowledge construction, which are important in solving real-life problems
Specialists in decision science, artificial intelligence, systems engineering, behavioral science, and management science, the book’s contributors present their own original ideas, including an Oriental systems philosophy, a new episteme in the knowledge-based society, and a theory of knowledge construction. They emphasize the importance of systemic thinking for developing a better society in the current knowledge-based era.
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Specificații

ISBN-13: 9781439838365
ISBN-10: 1439838364
Pagini: 190
Ilustrații: 3 Tables, black and white; 50 Illustrations, black and white
Dimensiuni: 156 x 234 x 13 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press

Public țintă

Researchers and graduate students in knowledge discovery, data mining, systems science, and systems engineering.

Cuprins

Introduction. Knowledge Technology. Knowledge Management. Knowledge Discovery. Knowledge Synthesis. Knowledge Justification. Knowledge Construction. References. Index.

Notă biografică

Yoshiteru Nakamori is a professor in the School of Knowledge Science at the Japan Advanced Institute of Science and Technology (JAIST). His research encompasses systems methodology, environmental studies, and agent-based simulation.

Descriere

Explaining how to improve our knowledge-based society, this book addresses problems in collecting, synthesizing, coordinating, and creating knowledge. It provides knowledge engineering tools and a framework for integrating knowledge creation, discovery, and management. The text covers knowledge technology, knowledge management, knowledge discovery and data mining, knowledge synthesis, knowledge justification, and knowledge construction. Experienced researchers in decision science, artificial intelligence, systems engineering, behavioral science, and management science present new methods for creating technological innovation from existing knowledge, such as IT techniques, organizational theory, and mathematical systems theory.