Creativity aspects of data generalization

In this paper we examine issues involving measures of creativity for attribute data generalization using hierarchies. In particular we consider consensus and specificity measures for the partitions that result using crisp concept hierarchies. We note that fuzzy hierarchies do not produce partitions...

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Bibliographic Details
Published inNAFIPS 2009 - 2009 Annual Meeting of the North American Fuzzy Information Processing Society pp. 1 - 6
Main Authors Petry, F.E., Yager, R.R.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.06.2009
Subjects
Artificial intelligence
congurence
creativity
data generalization
Educational institutions
Extraterrestrial measurements
Humans
Hydrogen
Information processing
Laboratories
Machine intelligence
Particle measurements
parttions
specificity
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Summary:In this paper we examine issues involving measures of creativity for attribute data generalization using hierarchies. In particular we consider consensus and specificity measures for the partitions that result using crisp concept hierarchies. We note that fuzzy hierarchies do not produce partitions of data in general so some approaches to considering degrees of partitioning is described.
ISBN:1424445752
9781424445752
DOI:10.1109/NAFIPS.2009.5156429