LEADER 03731nam 2200601 450 001 996465522103316 005 20210313115950.0 010 $a3-540-46131-0 024 7 $a10.1007/3-540-46131-0 035 $a(CKB)1000000000211974 035 $a(SSID)ssj0000315953 035 $a(PQKBManifestationID)11278088 035 $a(PQKBTitleCode)TC0000315953 035 $a(PQKBWorkID)10262489 035 $a(PQKB)10864895 035 $a(DE-He213)978-3-540-46131-9 035 $a(MiAaPQ)EBC3062528 035 $a(MiAaPQ)EBC6413356 035 $a(PPN)123720761 035 $a(EXLCZ)991000000000211974 100 $a20210313d2002 uy 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 00$aAdvances in data mining $eapplications in E-commerce, medicine, and knowledge management /$fPetra Perner 205 $a1st ed. 2002. 210 1$aBerlin, Germany ;$aNew York, New York :$cSpringer,$d[2002] 210 4$d?2002 215 $a1 online resource (VIII, 112 p.) 225 1 $aLecture Notes in Artificial Intelligence ;$v2394 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-540-44116-6 320 $aIncludes bibliographical references and index. 327 $aData Mining and E-commerce -- Sequence Rules for Web Clickstream Analysis -- Data Mining of Association Rules and the Process of Knowledge Discovery in Databases -- Intelligent E-marketing with Web Mining, Personalization, and User-Adpated Interfaces -- Knowledge Management and Data Mining -- The indiGo Project: Enhancement of Experience Management and Process Learning with Moderated Discourses -- Medical Applications -- Genomic Data Explosion ? The Challenge for Bioinformatics? -- Case-Based Reasoning for Prognosis of Threatening Influenza Waves. 330 $aThis book presents papers describing selected projects on the topic of data mining in fields like e commerce, medicine, and knowledge management. The objective is to report on current results and at the same time to give a review on the present activities in this field in Germany. An effort has been made to include the latest scientific results, as well as lead the reader to the various fields of activity and the problems related to them. Knowledge discovery on the basis of web data is a wide and fast growing area. E commerce is the principal theme of motivation in this field, as companies invest large sums in the electronic market, in order to maximize their profits and minimize their risks. Other applications are telelearning, teleteaching, service support, and citizen information systems. Concerning these applications, there is a great need to understand and support the user by means of recommendation systems, adaptive information systems, as well as by personalization. In this respect Giudici and Blanc present in their paper procedures for the generation of associative models from the tracking behavior of the user. Perner and Fiss present in their paper a strategy for intelligent e marketing with web mining and personalization. Methods and procedures for the generation of associative rules are presented in the paper by Hipp, Güntzer, and Nakhaeidizadeh. 410 0$aLecture Notes in Artificial Intelligence ;$v2394 606 $aElectronic commerce$vDatabases 606 $aData mining 606 $aMedicine$vDatabases 615 0$aElectronic commerce 615 0$aData mining. 615 0$aMedicine 676 $a006.3 702 $aPerner$b Petra 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465522103316 996 $aAdvances in Data Mining$9772239 997 $aUNISA