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A study: query expansion methods in information retrieval

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Published under licence by IOP Publishing Ltd
, , Citation Lasmedi Afuan et al 2019 J. Phys.: Conf. Ser. 1367 012001 DOI 10.1088/1742-6596/1367/1/012001

1742-6596/1367/1/012001

Abstract

This paper study about a review of the literature on Query Expansion (QE) methods. The main aspects of the review study are the methods, limitations of the QE methods, and datasets used in QE. As the results of this study, we can conclude several methods used on QE i.e., Ontology, Association Rules, Wordnet, Methathesaurus, Synonym mapping, Concept-based, Local Co-occurrence, and Latent Semantic Indexing (LSI). Each of the methods still has limitations. For datasets used in QE, many researchers use public datasets.

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10.1088/1742-6596/1367/1/012001