Knowledge Science: Modeling the Knowledge Creation Process (Hardcover)
Yoshiteru Nakamori
- 出版商: CRC
- 出版日期: 2011-08-03
- 定價: $4,680
- 售價: 6.0 折 $2,808
- 語言: 英文
- 頁數: 189
- 裝訂: Hardcover
- ISBN: 1439838364
- ISBN-13: 9781439838365
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相關分類:
大數據 Big-data、Data-mining、Information-management
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商品描述
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.
商品描述(中文翻譯)
知識科學是一門新興學科,源於知識經濟和信息革命的需求。《知識科學:建模知識創造過程》解釋了如何改善我們的知識型社會,並解決在收集、綜合、協調和創造知識方面的問題。該書介紹了知識科學中的幾個關鍵概念:
- 知識技術,包括分類、表示、建模、識別、獲取、搜索、組織、存儲、轉換和傳播。
- 知識管理,涵蓋三個不同但相關的領域(知識資產、知識過程、知識關係)。
- 知識發現和數據挖掘,結合數據庫、統計、機器學習等領域,從大量數據中發現和提取有價值的知識。
- 知識綜合、知識合理化和知識構建,在解決現實問題中至關重要。
該書的專家來自決策科學、人工智能、系統工程、行為科學和管理科學等領域,他們提出了自己的原創思想,包括東方系統哲學、知識型社會中的新知識體系和知識構建理論。他們強調系統思維對於在當前知識型時代發展更好的社會的重要性。