The Study of Semantic and Ontological Features of Thesaurus and Ontology-based Information Retrieval Systems

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KARIMI ELMIRA; BABAEI MAHMOUD; HOSSEINI BEHESHTI MOLOUKSADAT

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Paper Information

Journal: Iranian Journal of Information Processing & Management Year:2019 | Volume:34 | Issue:4 Page(s): 1585-1612

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Title

The Study of Semantic and Ontological Features of Thesaurus and Ontology-based Information Retrieval Systems

Author(s)

KARIMI ELMIRA | BABAEI MAHMOUD | HOSSEINI BEHESHTI MOLOUKSADAT | Issue Writer Certificate

Keywords

Semantic SearchQ1

Semantic Features of Information RetrievalQ1

Information Retrieval SystemsQ1

Concept SearchQ1

Synonyms SearchQ1

OntologyQ1

Abstract

In order to increase relevant retrieved results and users satisfaction, Information Retrieval Systems are seeking a way to change keyword-based search to concept-based search. These systems use the tools that can convert terms to concepts. Over the years, this provided the basis for production of tools such as classification schema, vocabularies, subject headings and thesauri. Recently, ontologies are used in complementing this process. The main problem of this research is how the great Information Retrieval Systems of the world claiming to use ontologies and thesauri use the semantic features of these tools in their information retrieval process? In this paper 7 Information Retrieval Systems which use these tools, were selected. Using literature review, the semantic features were presented in the form of research checklist. These features include 5 general categories of Concept Search, Synonyms Search, suggestion for search, use of ontologies and display. The researcher examined these features with structured observation in the form of checklist. Though these systems use these tools for searching and retrieving, they don`t show the expected features. In studied factors, ERIC Database and the National Library of Australia achieved maximum scores of 32 and 24 respectively, while the National Archive of Australia and the British Museum had minimum scores of 12 and 13 respectively.

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APA: Copy

KARIMI, ELMIRA, BABAEI, MAHMOUD, & HOSSEINI BEHESHTI, MOLOUKSADAT. (2019). The Study of Semantic and Ontological Features of Thesaurus and Ontology-based Information Retrieval Systems. IRANIAN JOURNAL OF INFORMATION PROCESSING & MANAGEMENT (INFORMATION SCIENCES AND TECHNOLOGY), 34(4 ), 1585-1612. SID. https://sid.ir/paper/131148/en

Vancouver: Copy

KARIMI ELMIRA, BABAEI MAHMOUD, HOSSEINI BEHESHTI MOLOUKSADAT. The Study of Semantic and Ontological Features of Thesaurus and Ontology-based Information Retrieval Systems. IRANIAN JOURNAL OF INFORMATION PROCESSING & MANAGEMENT (INFORMATION SCIENCES AND TECHNOLOGY)[Internet]. 2019;34(4 ):1585-1612. Available from: https://sid.ir/paper/131148/en

IEEE: Copy

ELMIRA KARIMI, MAHMOUD BABAEI, and MOLOUKSADAT HOSSEINI BEHESHTI, “The Study of Semantic and Ontological Features of Thesaurus and Ontology-based Information Retrieval Systems,” IRANIAN JOURNAL OF INFORMATION PROCESSING & MANAGEMENT (INFORMATION SCIENCES AND TECHNOLOGY), vol. 34, no. 4 , pp. 1585–1612, 2019, [Online]. Available: https://sid.ir/paper/131148/en

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