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Authors: El-Sayed Atlam ; K. Morita ; M. Fuketa and Jun-ichi Aoe

Affiliation: University of Tokushima, Japan

Keyword(s): FA Words, Declinable words, Concurrent Words, CFA Words, Recall, Precision.

Related Ontology Subjects/Areas/Topics: Applications ; Artificial Intelligence ; Knowledge Engineering and Ontology Development ; Knowledge Representation and Reasoning ; Knowledge-Based Systems ; Natural Language Processing ; Pattern Recognition ; Symbolic Systems

Abstract: The Readers can know the subject of many document fields by reading only some specific Field Association (FA) words. Document fields can be decided efficiently if there are many rank 1 FA words (words that direct connect to terminal fields) and if the frequency rate is high. This paper proposes a new method for increasing rank 1 FA words using declinable words and concurrent words which relate to narrow association categories and eliminate FA word ambiguity. Concurrent words become Concurrent Field Association Words (CFA words) if there is a little field overlap. Usually, efficient CFA words are difficult to extract using only frequency, so this paper proposes weighting according to degree of importance of concurrent words. The new weighting method causes Precision and Recall to be higher than by using frequency alone. Moreover, combining CFA words with FA words allow easy search of fields which can not be searched by using only FA words.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Atlam, E.; Morita, K.; Fuketa, M. and Aoe, J. (2010). NEW METHOD USING DECLINABLE WORDS AND CONCURRENT WORDS TO CREATE A LARGE NUMBER OF FA WORDS. In Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-674-021-4; ISSN 2184-433X, pages 527-531. DOI: 10.5220/0002709705270531

@conference{icaart10,
author={El{-}Sayed Atlam. and K. Morita. and M. Fuketa. and Jun{-}ichi Aoe.},
title={NEW METHOD USING DECLINABLE WORDS AND CONCURRENT WORDS TO CREATE A LARGE NUMBER OF FA WORDS},
booktitle={Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2010},
pages={527-531},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002709705270531},
isbn={978-989-674-021-4},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - NEW METHOD USING DECLINABLE WORDS AND CONCURRENT WORDS TO CREATE A LARGE NUMBER OF FA WORDS
SN - 978-989-674-021-4
IS - 2184-433X
AU - Atlam, E.
AU - Morita, K.
AU - Fuketa, M.
AU - Aoe, J.
PY - 2010
SP - 527
EP - 531
DO - 10.5220/0002709705270531

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