Intelligent Knowledge A Study beyond Data Mining /

• Main Authors: Shi, Yong (Author), Zhang, Lingling (Author), Tian, Yingjie (Author), Li, Xingsen (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
• Series: SpringerBriefs in Business,
• Subjects: Business.; Information technology.; Business > Data processing.; Business mathematics.; Business ethics.; Business and Management.; IT in Business.; Business Ethics.; Business Mathematics.

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 incl...

Table of Contents:

• Dedication
• Preface
• Data Mining and Knowledge Management
• Foundations of Intelligent Knowledge Management
• Intelligent Knowledge and Habitual Domain
• Domain Driven Intelligent Knowledge Discovery
• Knowledge-Incorporated Multiple Criteria Linear Programming Classifiers
• Knowledge Extraction from Support Vector Machines
• Intelligent Knowledge Acquisition and Application in Customer Churn
• Intelligent Knowledge Management in Expert Mining in Traditional Chinese Medicines.