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Author: Iaakov Exman

Affiliation: Jerusalem College of Engineering, Bar-Ilan University, Israel

ISBN: 978-989-674-011-5

Keyword(s): Interestingness, Function Composition, Paradigm, Bipolar, Relevance, Unexpectedness.

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

Abstract: Interestingness is an important criterion by which we judge knowledge discovery. But, interestingness has escaped all attempts to capture its intuitive meaning into a concise and comprehensive form. A unifying paradigm is formulated by function composition. We claim that composition is bipolar – i.e. composition of exactly two functions – whose two semantic poles are relevance and unexpectedness. The paradigm generality is demonstrated by case studies of new interestingness functions, examples of known functions that fit the framework, and counter-examples for which the paradigm points out to the lacking pole.

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Paper citation in several formats:
Exman I. and (2009). INTERESTINGNESS – A UNIFYING PARADIGM - Bipolar Function Composition.In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009) ISBN 978-989-674-011-5, pages 196-201. DOI: 10.5220/0002308401960201

@conference{kdir09,
author={Iaakov Exman},
title={INTERESTINGNESS – A UNIFYING PARADIGM - Bipolar Function Composition},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009)},
year={2009},
pages={196-201},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002308401960201},
isbn={978-989-674-011-5},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009)
TI - INTERESTINGNESS – A UNIFYING PARADIGM - Bipolar Function Composition
SN - 978-989-674-011-5
AU - Exman, I.
PY - 2009
SP - 196
EP - 201
DO - 10.5220/0002308401960201

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