Intelligent Knowledge

A Study beyond Data Mining

Business & Finance, Industries & Professions, Information Management, Business Reference, Business Ethics
Cover of the book Intelligent Knowledge by Yong Shi, Lingling Zhang, Yingjie Tian, Xingsen Li, Springer Berlin Heidelberg
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Author: Yong Shi, Lingling Zhang, Yingjie Tian, Xingsen Li ISBN: 9783662461938
Publisher: Springer Berlin Heidelberg Publication: May 8, 2015
Imprint: Springer Language: English
Author: Yong Shi, Lingling Zhang, Yingjie Tian, Xingsen Li
ISBN: 9783662461938
Publisher: Springer Berlin Heidelberg
Publication: May 8, 2015
Imprint: Springer
Language: English

This book is mainly about an innovative and fundamental method called “intelligent knowledge” to bridge the gap between data mining and knowledge management, two important fields recognized by the information technology (IT) community and business analytics (BA) community respectively. The book includes definitions of the “first-order” analytic process, “second-order” analytic process and intelligent knowledge, which have not formally been addressed by either data mining or knowledge management. Based on these concepts, which are especially important in connection with the current Big Data movement, the book describes a framework of domain-driven intelligent knowledge discovery. To illustrate its technical advantages for large-scale data, the book employs established approaches, such as Multiple Criteria Programming, Support Vector Machine and Decision Tree to identify intelligent knowledge incorporated with human knowledge. The book further shows its applicability by means of real-life data analyses in the contexts of internet business and traditional Chinese medicines.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book is mainly about an innovative and fundamental method called “intelligent knowledge” to bridge the gap between data mining and knowledge management, two important fields recognized by the information technology (IT) community and business analytics (BA) community respectively. The book includes definitions of the “first-order” analytic process, “second-order” analytic process and intelligent knowledge, which have not formally been addressed by either data mining or knowledge management. Based on these concepts, which are especially important in connection with the current Big Data movement, the book describes a framework of domain-driven intelligent knowledge discovery. To illustrate its technical advantages for large-scale data, the book employs established approaches, such as Multiple Criteria Programming, Support Vector Machine and Decision Tree to identify intelligent knowledge incorporated with human knowledge. The book further shows its applicability by means of real-life data analyses in the contexts of internet business and traditional Chinese medicines.

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