The Resource Intelligent Knowledge : A Study beyond Data Mining, by Yong Shi, Lingling Zhang, Yingjie Tian, Xingsen Li, (electronic resource)

Intelligent Knowledge : A Study beyond Data Mining, by Yong Shi, Lingling Zhang, Yingjie Tian, Xingsen Li, (electronic resource)

Label
Intelligent Knowledge : A Study beyond Data Mining
Title
Intelligent Knowledge
Title remainder
A Study beyond Data Mining
Statement of responsibility
by Yong Shi, Lingling Zhang, Yingjie Tian, Xingsen Li
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
Summary
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
Member of
http://library.link/vocab/creatorName
Shi, Yong
Dewey number
  • 330
  • 330.0151
  • 650
  • 658.048
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • __qayW8CAsM
  • kiM9N3HAAno
  • JihsnYFF8BI
  • hO5d6aM2QMs
Language note
English
LC call number
HF54.5-54.56
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Zhang, Lingling.
  • Tian, Yingjie.
  • Li, Xingsen.
Series statement
SpringerBriefs in Business,
http://library.link/vocab/subjectName
  • Information technology
  • Business ethics
  • Business mathematics
  • IT in Business
  • Business Ethics
  • Business Mathematics
Label
Intelligent Knowledge : A Study beyond Data Mining, by Yong Shi, Lingling Zhang, Yingjie Tian, Xingsen Li, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (160 p.)
Form of item
online
Isbn
9783662461938
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-662-46193-8
Specific material designation
remote
System control number
  • (CKB)3710000000412249
  • (EBL)2095358
  • (SSID)ssj0001500745
  • (PQKBManifestationID)11918249
  • (PQKBTitleCode)TC0001500745
  • (PQKBWorkID)11520393
  • (PQKB)10587263
  • (DE-He213)978-3-662-46193-8
  • (MiAaPQ)EBC2095358
  • (EXLCZ)993710000000412249
Label
Intelligent Knowledge : A Study beyond Data Mining, by Yong Shi, Lingling Zhang, Yingjie Tian, Xingsen Li, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (160 p.)
Form of item
online
Isbn
9783662461938
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-662-46193-8
Specific material designation
remote
System control number
  • (CKB)3710000000412249
  • (EBL)2095358
  • (SSID)ssj0001500745
  • (PQKBManifestationID)11918249
  • (PQKBTitleCode)TC0001500745
  • (PQKBWorkID)11520393
  • (PQKB)10587263
  • (DE-He213)978-3-662-46193-8
  • (MiAaPQ)EBC2095358
  • (EXLCZ)993710000000412249

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