Intelligent Knowledge: A Study beyond Data Mining
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Datensatz im Suchindex
| _version_ | 1819316692432453632 |
|---|---|
| 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.
|
| any_adam_object | 1 |
| author | Shi, Yong Zhang, Lingling Tian, Yingjie Li, Xingsen |
| author_GND | (DE-588)171437993 (DE-588)1020751231 (DE-588)1072009404 (DE-588)1072010011 |
| author_facet | Shi, Yong Zhang, Lingling Tian, Yingjie Li, Xingsen |
| author_role | aut aut aut aut |
| author_sort | Shi, Yong |
| author_variant | y s ys l z lz y t yt x l xl |
| building | Verbundindex |
| bvnumber | BV042592515 |
| classification_rvk | ST 530 |
| collection | ZDB-2-SBE |
| ctrlnum | (OCoLC)910743811 (DE-599)BVBBV042592515 |
| dewey-full | 330 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 330 - Economics |
| dewey-raw | 330 |
| dewey-search | 330 |
| dewey-sort | 3330 |
| dewey-tens | 330 - Economics |
| discipline | Informatik Wirtschaftswissenschaften |
| doi_str_mv | 10.1007/978-3-662-46193-8 |
| format | Electronic eBook |
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| id | DE-604.BV042592515 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T17:15:20Z |
| institution | BVB |
| isbn | 9783662461938 |
| issn | 2191-5482 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028025727 |
| oclc_num | 910743811 |
| open_access_boolean | |
| owner | DE-1046 DE-1043 DE-Aug4 DE-1049 DE-859 DE-473 DE-BY-UBG DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-92 DE-2070s DE-573 DE-M347 DE-703 DE-739 DE-634 DE-824 DE-860 DE-898 DE-BY-UBR DE-861 DE-1051 DE-706 |
| owner_facet | DE-1046 DE-1043 DE-Aug4 DE-1049 DE-859 DE-473 DE-BY-UBG DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-92 DE-2070s DE-573 DE-M347 DE-703 DE-739 DE-634 DE-824 DE-860 DE-898 DE-BY-UBR DE-861 DE-1051 DE-706 |
| physical | 1 Online-Ressource (XVI, 150 p.) Ill. |
| psigel | ZDB-2-SBE ZDB-2-SBE_2015 |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Springer |
| record_format | marc |
| 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 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028025727&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028025727&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT shiyong intelligentknowledgeastudybeyonddatamining AT zhanglingling intelligentknowledgeastudybeyonddatamining AT tianyingjie intelligentknowledgeastudybeyonddatamining AT lixingsen intelligentknowledgeastudybeyonddatamining |