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This repository provides metadata of IIMB Publications and aimed at creating and preserving an archive of Institution scholarship. IIMB Publications include Articles, Working Papers (FULL TEXT), Book Chapters published by Faculty, Doctoral Dissertations by FPM Scholars and Project reports of Students enrolled in various courses of IIMB.
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https://repository.iimb.ac.in/handle/2074/11897| Title: | A taxonomy-based approach to determining generic interestingness of association rules | Authors: | Natarajan, Rajesh Shekar, B |
Keywords: | Knowledge acquisition;Formal languages;Mathematical models;Societies and institutions;World Wide Web;Trees (mathematics);Generic category;Generic interestingness;Taxonomy;Data mining | Issue Date: | 2003 | Publisher: | IEEE | Related Publication: | IEEE Region 10 Annual International Conference, Proceedings/TENCON | Conference: | IEEE TENCON 2003: Conference on Convergent Technologies for the Asia-Pacific Region: 15-17 October, 2003, Bangalore, India | Abstract: | Items are related to each other either because of the generic category to which they belong or due to their usage contexts. We describe four notions of item-relatedness based on relationships existing between them using a taxonomy. We combine two of them to get a new measure of item relatedness. We compare and contrast this measure with a traditional taxonomy-based similarity measure. Interestingness of an association rule is then inversely proportional to the least-related item pair in the rule. | URI: | https://repository.iimb.ac.in/handle/2074/11897 | ISBN: | 780381629 | DOI: | 10.1109/TENCON.2003.1273270 |
| Appears in Collections: | 2000-2009 |
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