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Authors: Jan Rauch and Milan Šimůnek

Affiliation: University of Economics, Czech Republic

ISBN: 978-989-8565-75-4

Keyword(s): Data Mining, Domain Knowledge, Association Rules, Patterns of Domain Knowledge, Logic of Association Rules.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Foundations of Knowledge Discovery in Databases ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Pre-Processing and Post-Processing for Data Mining ; Symbolic Systems

Abstract: A case study concerning an approach to application of domain knowledge in association rule mining is presented. Association rules are understood as general relations of two general Boolean attributes derived from columns of an analysed data matrix. Interesting items of domain knowledge are expressed in an intuitive form distinct from association rules. Each particular pattern of domain knowledge is mapped onto a set of all association rules which can be considered as its consequences. These sets are used when interpreting results of data mining procedure. Deduction rules concerning association rules are applied.

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Paper citation in several formats:
Rauch, J. and Šimůnek, M. (2013). Using Domain Knowledge in Association Rules Mining - Case Study.In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing - Volume 1: KDIR, (IC3K 2013) ISBN 978-989-8565-75-4, pages 104-111. DOI: 10.5220/0004539101040111

@conference{kdir13,
author={Jan Rauch. and Milan Šimůnek.},
title={Using Domain Knowledge in Association Rules Mining - Case Study},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing - Volume 1: KDIR, (IC3K 2013)},
year={2013},
pages={104-111},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004539101040111},
isbn={978-989-8565-75-4},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing - Volume 1: KDIR, (IC3K 2013)
TI - Using Domain Knowledge in Association Rules Mining - Case Study
SN - 978-989-8565-75-4
AU - Rauch, J.
AU - Šimůnek, M.
PY - 2013
SP - 104
EP - 111
DO - 10.5220/0004539101040111

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