Intelligent Knowledge: A Study beyond Data Mining - Brossura

Shi, Yong

 
9783662461921: Intelligent Knowledge: A Study beyond Data Mining
Brossura
ISBN 10: 3662461927 ISBN 13: 9783662461921
Casa editrice: Springer, 2015

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer
Data di pubblicazione
2015
Lingua
Inglese
ISBN 10 
3662461927
ISBN 13 
9783662461921
Rilegatura
Copertina flessibile
Numero di pagine
168
Contatto del produttore
ProductSafety@springernature.com
ProductSafety@springernature.com

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Darmstadt
64293
Germania

Altre edizioni note dello stesso titolo

9783662461945: Intelligent Knowledge: A Study beyond Data Mining

Edizione in evidenza

ISBN 10:  3662461943 ISBN 13:  9783662461945
Casa editrice: Springer, 2015
Brossura