FROM DATA MINING TO KNOWLEDGE DISCOVERY IN DATABASES

Citation
U. Fayyad et al., FROM DATA MINING TO KNOWLEDGE DISCOVERY IN DATABASES, The AI magazine, 17(3), 1996, pp. 37-54
Citations number
65
Categorie Soggetti
Computer Sciences","Computer Science Artificial Intelligence
Journal title
ISSN journal
07384602
Volume
17
Issue
3
Year of publication
1996
Pages
37 - 54
Database
ISI
SICI code
0738-4602(1996)17:3<37:FDMTKD>2.0.ZU;2-U
Abstract
Data mining and knowledge discovery in databases have been attracting a significant amount of research, industry, and media attention of lat e. What is all the excitement about? This article provides an overview of this emerging field, clarifying how data mining and knowledge disc overy in databases are related both to each other and to related field s, such as machine learning, statistics, and databases. The article me ntions particular real-world applications, specific data-mining techni ques, challenges involved in real-world applications of knowledge disc overy, and current and future research directions in the field.