Comparitive study of vector space model techniques in information retrieval for Arabic Language
Joint Authors
Yahya, Fatimah F. M.
Abu Shalah, Ahmad M.
Source
Issue
Vol. 2018, Issue 13 (31 Jul. 2018), pp.340-344, 5 p.
Publisher
Elmergib University Faculty of Education
Publication Date
2018-07-31
Country of Publication
Libya
No. of Pages
5
Main Subjects
Arabic language and Literature
Abstract EN
Information retrieval is a process of getting the desired data accurately and efficiently.
Arabic Information Retrieval system is considered as an active research area since there are millions Arabic speakers need to retrieve documents, images and videos on the Internet.
Arabic is considered as one of the most difficult languages in automatic Natural Language Processing (NLP).
All these aspects have encouraged researches to develop Arabic Information Retrieval (IR) systems and models to support the process of retrieving the most relevant documents to the user’s query.
In this paper, two techniques of Vector Space Model (VSM) are used to retrieve Arabic text documents which are Cosine Similarity technique and Inner Product technique.
The main objective of this research is to compare between these two techniques in terms of retrieving the most relevant documents that met the user’s needs.
The result showed that both techniques will retrieve the same order of the documents that are related to the entered user’s query.
Both techniques perform well in Arabic information retrieval systems.
American Psychological Association (APA)
Yahya, Fatimah F. M.& Abu Shalah, Ahmad M.. 2018. Comparitive study of vector space model techniques in information retrieval for Arabic Language. Journal of Educational،Vol. 2018, no. 13, pp.340-344.
https://search.emarefa.net/detail/BIM-943097
Modern Language Association (MLA)
Yahya, Fatimah F. M.& Abu Shalah, Ahmad M.. Comparitive study of vector space model techniques in information retrieval for Arabic Language. Journal of Educational No. 13 (Jul. 2018), pp.340-344.
https://search.emarefa.net/detail/BIM-943097
American Medical Association (AMA)
Yahya, Fatimah F. M.& Abu Shalah, Ahmad M.. Comparitive study of vector space model techniques in information retrieval for Arabic Language. Journal of Educational. 2018. Vol. 2018, no. 13, pp.340-344.
https://search.emarefa.net/detail/BIM-943097
Data Type
Journal Articles
Language
English
Notes
Record ID
BIM-943097