Research on Relevance: a Systematic Review

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NOROUZI YAGHOUB; KHAVIDAKI SAMANEH; Sadrabady Zahra

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: Iranian Journal of Information Processing & Management Year:2021 | Volume:36 | Issue:3 (105) Page(s): 621-654

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Title

Research on Relevance: a Systematic Review

Author(s)

NOROUZI YAGHOUB | KHAVIDAKI SAMANEH | Sadrabady Zahra | Issue Writer Certificate

Keywords

RelevanceQ2

RecallQ1

PrecisionQ2

Relevance judgmentQ1

Relevance feedbackQ1

Information retrievalQ1

Systematic reviewQ1

Abstract

Relevance is one of the concepts that many researchers consider it fundamental in Information retrieval. Recently, Relevance has also been given attention in Iran about which multiple studies have been conducted. However, there is no clear understanding of Relevancerelated studies in Iran. Therefore, the current research aimed at exploring related research through a Systematic review. To find the publications, questions and inclusion/exclusion criteria were initially determined. Several databases were searched using related keywords. Finally, 108 publications were selected. The software Excel was used to extract and analyze the data gathered. Publications in the field of Relevance could be classified into 6 groups including Recall, Precision, Recall and Precision, Relevance feedback, Relevance judgment, and review resources. The results showed that most of the studies are conducted in an objective way and the researchers considered search engines more than other Information retrieval systems. Moreover, the results also indicate that the recent studies are related to Relevance judgment and experts in Knowledge and Information Science have been unwilling to do research on Relevance feedback. While the quantitative methodology is used more frequently, the qualitative approach could also be very effective, especially in the subjective Relevance and user-friendly context.

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APA: Copy

NOROUZI, YAGHOUB, KHAVIDAKI, SAMANEH, & Sadrabady, Zahra. (2021). Research on Relevance: a Systematic Review. IRANIAN JOURNAL OF INFORMATION PROCESSING & MANAGEMENT (INFORMATION SCIENCES AND TECHNOLOGY), 36(3 (105) ), 621-654. SID. https://sid.ir/paper/388952/en

Vancouver: Copy

NOROUZI YAGHOUB, KHAVIDAKI SAMANEH, Sadrabady Zahra. Research on Relevance: a Systematic Review. IRANIAN JOURNAL OF INFORMATION PROCESSING & MANAGEMENT (INFORMATION SCIENCES AND TECHNOLOGY)[Internet]. 2021;36(3 (105) ):621-654. Available from: https://sid.ir/paper/388952/en

IEEE: Copy

YAGHOUB NOROUZI, SAMANEH KHAVIDAKI, and Zahra Sadrabady, “Research on Relevance: a Systematic Review,” IRANIAN JOURNAL OF INFORMATION PROCESSING & MANAGEMENT (INFORMATION SCIENCES AND TECHNOLOGY), vol. 36, no. 3 (105) , pp. 621–654, 2021, [Online]. Available: https://sid.ir/paper/388952/en

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