2002 | OriginalPaper | Buchkapitel
Value Added Association Rules
verfasst von : T. Y. Lin, Y. Y. Yao, E. Louie
Erschienen in: Advances in Knowledge Discovery and Data Mining
Verlag: Springer Berlin Heidelberg
Enthalten in: Professional Book Archive
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Value added product is an industrial term referring a minor addition to some major products. In this paper, we borrow the term to denote a minor semantic addition to the well known association rules. We consider the addition of numerical values to the attribute values, such as sale price, profit, degree of fuzziness, level of security and so on. Such additions lead to the notion of random variables (as added value to attributes) in the data model and hence the probabilistic considerations of data mining.