The Assessment of the Effect of Query Expansion on Improving the Performance of Scientific Texts Retrieval in Persian

سال انتشار: 1400
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 81

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شناسه ملی سند علمی:

JR_IJKPS-1-1_003

تاریخ نمایه سازی: 27 تیر 1402

چکیده مقاله:

Purpose: This study aims to determine the effect of query expansion on scientific texts retrieval in Persian.Method: The present study was conducted using a quasi-experimental method. The results are obtained by analyzing ۴۰ initial and expanded queries of postgraduate students in the Faculty of Management, University of Tehran. Query expansion was performed manually using primary research results.Findings: Query expansion of Persian scientific texts leads to an increase in the number of related retrieved documents, as well as the comprehensiveness and accuracy of retrieving scientific data in Elmnet search engine, which as a result, improves the overall performance of information retrieval.Results: Nowadays, automatic query expansion is on the agenda of databases. Given that Persian databases are not fully developed, and the existence of specific problems with writing in the Persian language, information literacy training and the method of defining and expressing information requirements and providing them to the information retrieval systems, can have a significant impact on postgraduate students and researchers, to retrieve the required information and save them time and money.

نویسندگان

Ahmadreza Varnaseri

Ph.D. student in Information Science and Knowledge, Faculty of Management, University of Tehran, Tehran, Iran

Maryam Nakhoda

Assistant Professor, Department in Information Science and Knowledge, Faculty of Management, University of Tehran, Tehran, Iran.

Sareh Karimi

Graduate of Industrial Engineering, Saveh Azad University