Title of article :
The Assessment of the Effect of Query Expansion on Improving the Performance of Scientific Texts Retrieval in Persian
Author/Authors :
Varnaseri, Ahmadreza PhD student in Information Science and Knowledge - Faculty of Management - University of Tehran, Tehran, Iran , Nakhoda, Maryam Department in Information Science and Knowledge - Faculty of Management - University of Tehran, Tehran, Iran , Karimi, Sareh Graduate of Industrial Engineering - Saveh Azad University, Saveh, Iran
Abstract :
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 40 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 of 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.
Keywords :
Query expansion , Persian language , Elmnet search engine , scientific texts
Journal title :
International Journal of Knowledge Processing Studies