Intelligent Knowledge A Study beyond Data Mining

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Hauptverfasser: Shi, Yong (VerfasserIn), Zhang, Lingling (VerfasserIn), Tian, Yingjie (VerfasserIn), Li, Xingsen (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Berlin ; Heidelberg Springer 2015
Schriftenreihe:SpringerBriefs in Business
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Datensatz im Suchindex

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adam_text INTELLIGENT KNOWLEDGE / SHI, YONG : 2015 TABLE OF CONTENTS / INHALTSVERZEICHNIS 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. INTELLIGENT KNOWLEDGE / SHI, YONG : 2015 ABSTRACT / INHALTSTEXT 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author Shi, Yong
Zhang, Lingling
Tian, Yingjie
Li, Xingsen
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Tian, Yingjie
Li, Xingsen
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Wirtschaftswissenschaften
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series2 SpringerBriefs in Business
spellingShingle Shi, Yong
Zhang, Lingling
Tian, Yingjie
Li, Xingsen
Intelligent Knowledge A Study beyond Data Mining
Big Data (DE-588)4802620-7 gnd
Data Mining (DE-588)4428654-5 gnd
Wissensextraktion (DE-588)4546354-2 gnd
Wirtschaftsinformatik (DE-588)4112736-5 gnd
Mehrkriterielle Optimierung (DE-588)4610682-0 gnd
Wissensmanagement (DE-588)4561842-2 gnd
subject_GND (DE-588)4802620-7
(DE-588)4428654-5
(DE-588)4546354-2
(DE-588)4112736-5
(DE-588)4610682-0
(DE-588)4561842-2
title Intelligent Knowledge A Study beyond Data Mining
title_auth Intelligent Knowledge A Study beyond Data Mining
title_exact_search Intelligent Knowledge A Study beyond Data Mining
title_full Intelligent Knowledge A Study beyond Data Mining by Yong Shi, Lingling Zhang, Yingjie Tian, Xingsen Li
title_fullStr Intelligent Knowledge A Study beyond Data Mining by Yong Shi, Lingling Zhang, Yingjie Tian, Xingsen Li
title_full_unstemmed Intelligent Knowledge A Study beyond Data Mining by Yong Shi, Lingling Zhang, Yingjie Tian, Xingsen Li
title_short Intelligent Knowledge
title_sort intelligent knowledge a study beyond data mining
title_sub A Study beyond Data Mining
topic Big Data (DE-588)4802620-7 gnd
Data Mining (DE-588)4428654-5 gnd
Wissensextraktion (DE-588)4546354-2 gnd
Wirtschaftsinformatik (DE-588)4112736-5 gnd
Mehrkriterielle Optimierung (DE-588)4610682-0 gnd
Wissensmanagement (DE-588)4561842-2 gnd
topic_facet Big Data
Data Mining
Wissensextraktion
Wirtschaftsinformatik
Mehrkriterielle Optimierung
Wissensmanagement
url https://doi.org/10.1007/978-3-662-46193-8
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