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Authors: Yaakov HaCohen-Kerner and Meir Hassan

Affiliation: Jerusalem College of Technology (Machon Lev), Israel

ISBN: 978-989-758-203-5

Keyword(s): Development Concepts, Development Model, NLP Domains, Keyphrases, Trends, Word Bigrams and Trigrams.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Business Analytics ; Data Analytics ; Data Engineering ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Mining Text and Semi-Structured Data ; Symbolic Systems

Abstract: This paper presents a methodology (including a detailed algorithm, various development concepts and measures, and stopword lists) for measuring the development of domains and keyphrases along years. The examined corpus contains 1020 articles that were accepted for full presentation in PACLIC along the last 18 years. The experimental results for 5 chosen domains (digital humanities, language resources, machine translation, sentiment analysis and opinion mining, and social media) suggest that development trends of domains and keyphrases can be efficiently measured. Top bigrams and trigrams were found as efficient to identify general trends in NLP domains.

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Paper citation in several formats:
HaCohen-Kerner, Y. and Hassan, M. (2016). Development of Domains and Keyphrases along Years.In Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR, (IC3K 2016) ISBN 978-989-758-203-5, pages 375-383. DOI: 10.5220/0006077303750383

@conference{kdir16,
author={Yaakov HaCohen{-}Kerner. and Meir Hassan.},
title={Development of Domains and Keyphrases along Years},
booktitle={Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR, (IC3K 2016)},
year={2016},
pages={375-383},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006077303750383},
isbn={978-989-758-203-5},
}

TY - CONF

JO - Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR, (IC3K 2016)
TI - Development of Domains and Keyphrases along Years
SN - 978-989-758-203-5
AU - HaCohen-Kerner, Y.
AU - Hassan, M.
PY - 2016
SP - 375
EP - 383
DO - 10.5220/0006077303750383

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