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Data Mining: Special Issue in Annals of Information Systems
Paperback
Series: Annals of Information Systems, Book 8
Business GeneralGeneral ComputersGeneral Science
ISBN13: 9781441912794
Publisher: Springer Nature
Published: Nov 23 2009
Pages: 387
Weight: 1.24
Height: 0.83 Width: 6.14 Depth: 9.21
Language: English
Over the course of the last twenty years, research in data mining has seen a substantial increase in interest, attracting original contributions from various disciplines including computer science, statistics, operations research, and information systems. Data mining supports a wide range of applications, from medical decision making, bioinformatics, web-usage mining, and text and image recognition to prominent business applications in corporate planning, direct marketing, and credit scoring. Research in information systems equally reflects this inter- and multidisciplinary approach, thereby advocating a series of papers at the intersection of data mining and information systems research.
This special issue of Annals of Information Systems contains original papers and substantial extensions of selected papers from the 2007 and 2008 International Conference on Data Mining (DMIN'07 and DMIN'08, Las Vegas, NV) that have been rigorously peer-reviewed. The issue brings together topics on both information systems and data mining, and aims to give the reader a current snapshot of the contemporary research and state of the art practice in data mining. Among the suggested topics of interest were:
Predictive data mining; managerial decision support; data mining applications in marketing, operations management, finance, logistics and supply chain management; data warehousing and business intelligence; document classification and web-usage mining; association rule mining and market basket analysis; security, privacy and social impact of data mining
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