Knowledge Science: Modeling the Knowledge Creation Process (Hardcover)
暫譯: 知識科學:知識創造過程建模 (精裝版)
Yoshiteru Nakamori
- 出版商: CRC
- 出版日期: 2011-08-03
- 售價: $4,680
- 貴賓價: 9.5 折 $4,446
- 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)
知識科學是一個新興的學科,源於知識型經濟和信息革命的需求。《知識科學:知識創造過程建模》解釋了如何改善我們的知識型社會,並針對收集、綜合、協調和創造知識的問題進行探討。這本書介紹了幾個知識科學中的關鍵概念:
- **知識技術**,涵蓋分類、表示、建模、識別、獲取、搜索、組織、存儲、轉換和傳播
- **知識管理**,涉及三個不同但相關的領域(知識資產、知識過程、知識者關係)
- **知識發現與數據挖掘**,結合數據庫、統計學、機器學習及相關領域,從大量數據中發現和提取有價值的知識
- **知識綜合、知識證明和知識建構**,在解決現實生活中的問題時非常重要
本書的貢獻者來自決策科學、人工智慧、系統工程、行為科學和管理科學等領域,提出了他們自己的原創觀點,包括東方系統哲學、知識型社會中的新認識論,以及知識建構理論。他們強調系統思維在當前知識型時代發展更好社會的重要性。