LEADER 02498oam  2200445   450 
001 9910299717203321
005 20190911112726.0
010   $a3-642-45252-3
024 7 $a10.1007/978-3-642-45252-9
035   $a(OCoLC)869219763
035   $a(MiFhGG)GVRL6WMO
035   $a(EXLCZ)993710000000083675
100   $a20140411d2014      uy             0
101 0 $aeng
135   $aurun|---uuuua
181   $ctxt
182   $cc
183   $acr
200 00$aData mining for service /$fKatsutoshi Yada, editor
205   $a1st ed. 2014.
210  1$aHeidelberg, Germany :$cSpringer,$d2014.
215   $a1 online resource (viii, 291 pages) $cillustrations (some color)
225 1 $aStudies in Big Data,$x2197-6503 ;$v3
300   $a"ISSN: 2197-6503."
300   $a"ISSN: 2197-6511 (electronic)."
311   $a3-642-45251-5 
320   $aIncludes bibliographical references.
327   $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.
330   $aVirtually all nontrivial and modern service related problems and systems involve data volumes and types that clearly fall into what is presently meant as "big data", that is, are huge, heterogeneous, complex, distributed, etc. Data mining is a series of processes which include collecting and accumulating data, modeling phenomena, and discovering new information, and it is one of the most important steps to scientific analysis of the processes of services.  Data mining application in services requires a thorough understanding of the characteristics of each service and knowledge of the compatibility of data mining technology within each particular service, rather than knowledge only in calculation speed and prediction accuracy. Varied examples of services provided in this book will help readers understand the relation between services and data mining technology. This book is intended to stimulate interest among researchers and practitioners in the relation between data mining technology and its application to other fields.
410  0$aStudies in big data ;$vvolume 3.
606   $aData mining
615  0$aData mining.
676   $a006.312
702   $aYada$b Katsutoshi
801  0$bMiFhGG
801  1$bMiFhGG
906   $aBOOK
912   $a9910299717203321
996   $aData Mining for Service$91946457
997   $aUNINA