Applying Expert Retrieval Model for Finding Expert Authors

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ATAPOUR HASHEM; FAHIMNIA FATIMA

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

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Journal: Iranian Journal of Information Processing & Management Year:2018 | Volume:33 | Issue:4 Page(s): 1687-1716

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Title

Applying Expert Retrieval Model for Finding Expert Authors

Author(s)

ATAPOUR HASHEM | FAHIMNIA FATIMA | Issue Writer Certificate

Keywords

EvaluationQ2

CitationQ1

Information RetrievalQ1

Expertise RetrievalQ1

AuthorshipQ1

Expert FindingQ1

Voting ModelsQ1

Test CollectionsQ1

ModelsQ1

Abstract

This research applied Expertise Retrieval model for finding expert authors, and used Evaluation methods of Information Retrieval systems for measuring the performance of those Models. Current research is an experimental one. Besides, a variety of methods including survey method has been used in the research process. Various Models were developed for finding expert authors, all built on a known Expertise Retrieval model, called document-centered model. Models/fa?page=1&sort=1&ftyp=all&fgrp=all&fyrs=all" target="_blank">Voting Models were used within these Models, too. All Models were implemented and evaluated on the test collection developed specially for this research. Results showed that Citation-centered Models outperformed Authorshipcentered Models in term of expert author finding task. In addition, there was no significant difference among retrieval performance of Models/fa?page=1&sort=1&ftyp=all&fgrp=all&fyrs=all" target="_blank">Voting Models. Individuals name occur in academic papers in two ways: either as author of paper or cited in the paper. Measuring retrieval performance of ER model considering kind of occurrence is our contribution in this research.

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APA: Copy

ATAPOUR, HASHEM, & FAHIMNIA, FATIMA. (2018). Applying Expert Retrieval Model for Finding Expert Authors. IRANIAN JOURNAL OF INFORMATION PROCESSING & MANAGEMENT (INFORMATION SCIENCES AND TECHNOLOGY), 33(4 ), 1687-1716. SID. https://sid.ir/paper/378636/en

Vancouver: Copy

ATAPOUR HASHEM, FAHIMNIA FATIMA. Applying Expert Retrieval Model for Finding Expert Authors. IRANIAN JOURNAL OF INFORMATION PROCESSING & MANAGEMENT (INFORMATION SCIENCES AND TECHNOLOGY)[Internet]. 2018;33(4 ):1687-1716. Available from: https://sid.ir/paper/378636/en

IEEE: Copy

HASHEM ATAPOUR, and FATIMA FAHIMNIA, “Applying Expert Retrieval Model for Finding Expert Authors,” IRANIAN JOURNAL OF INFORMATION PROCESSING & MANAGEMENT (INFORMATION SCIENCES AND TECHNOLOGY), vol. 33, no. 4 , pp. 1687–1716, 2018, [Online]. Available: https://sid.ir/paper/378636/en

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