000 02926nam a22005055i 4500
001 978-3-642-45252-9
003 DE-He213
005 20200420221255.0
007 cr nn 008mamaa
008 140103s2014 gw | s |||| 0|eng d
020 _a9783642452529
_9978-3-642-45252-9
024 7 _a10.1007/978-3-642-45252-9
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aData Mining for Service
_h[electronic resource] /
_cedited by Katsutoshi Yada.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2014.
300 _aVIII, 291 p. 109 illus., 12 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Big Data,
_x2197-6503 ;
_v3
505 0 _aPart I Fundamental Technologies Supporting Service Science -- Part II Knowledge Discovery from Text -- Part III Approach for New Services in Social Media -- Part IV Data Mining Spreading into Various Service Fields.
520 _aVirtually all nontrivial and modern service related problems and systems involve data volumes and types that clearly fall into what is presently meant as "big data", that is, are huge, heterogeneous, complex, distributed, etc. Data mining is a series of processes which include collecting and accumulating data, modeling phenomena, and discovering new information, and it is one of the most important steps to scientific analysis of the processes of services.  Data mining application in services requires a thorough understanding of the characteristics of each service and knowledge of the compatibility of data mining technology within each particular service, rather than knowledge only in calculation speed and prediction accuracy. Varied examples of services provided in this book will help readers understand the relation between services and data mining technology. This book is intended to stimulate interest among researchers and practitioners in the relation between data mining technology and its application to other fields.
650 0 _aEngineering.
650 0 _aOperations research.
650 0 _aDecision making.
650 0 _aArtificial intelligence.
650 0 _aComputational intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aOperation Research/Decision Theory.
700 1 _aYada, Katsutoshi.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642452512
830 0 _aStudies in Big Data,
_x2197-6503 ;
_v3
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-45252-9
912 _aZDB-2-ENG
942 _cEBK
999 _c52842
_d52842