Comparitive Study of Vector Space Model Techniques in Information Retrieval for Arabic Language
| المصدر: | مجلة التربوي |
|---|---|
| الناشر: | جامعة المرقب - كلية التربية بالخمس |
| المؤلف الرئيسي: | Yahia, Fatima F. M. (Author) |
| مؤلفين آخرين: | Abushaala, Ahmed M. (Co-Author) |
| المجلد/العدد: | ع13 |
| محكمة: | نعم |
| الدولة: |
ليبيا |
| التاريخ الميلادي: |
2018
|
| الشهر: | يوليو |
| الصفحات: | 340 - 344 |
| ISSN: |
2011-421X |
| رقم MD: | 943870 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | EduSearch |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
Information Retrieval | Vector Space Model | Arabic Information Retrieval | Cosine Similarity | Inner Product
|
| رابط المحتوى: |
عدد مرات التحميل
8
| LEADER | 02121nam a22002297a 4500 | ||
|---|---|---|---|
| 001 | 1689875 | ||
| 041 | |a eng | ||
| 044 | |b ليبيا | ||
| 100 | |9 507171 |a Yahia, Fatima F. M. |e Author | ||
| 245 | |a Comparitive Study of Vector Space Model Techniques in Information Retrieval for Arabic Language | ||
| 260 | |b جامعة المرقب - كلية التربية بالخمس |c 2018 |g يوليو | ||
| 300 | |a 340 - 344 | ||
| 336 | |a بحوث ومقالات |b Article | ||
| 520 | |b 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. | ||
| 653 | |a اللغة العربية |a استرجاع المعلومات |a نموذج فضاء المتجه | ||
| 692 | |b Information Retrieval |b Vector Space Model |b Arabic Information Retrieval |b Cosine Similarity |b Inner Product | ||
| 700 | |9 507173 |a Abushaala, Ahmed M. |e Co-Author | ||
| 773 | |4 التربية والتعليم |6 Education & Educational Research |c 017 |l 013 |m ع13 |o 1568 |s مجلة التربوي |t Educational Journal |v 000 |x 2011-421X | ||
| 856 | |u 1568-000-013-017.pdf | ||
| 930 | |d y |p y | ||
| 995 | |a EduSearch | ||
| 999 | |c 943870 |d 943870 | ||
عناصر مشابهة
-
USE OF NATURAL LANGUAGE FOR INFORMATION RETRIEVAL FROM ARABIC ONLINE CATALOGUE
بواسطة: Al Tayyar, Musaid Saleh A. منشور: (1994) -
Improving the Effectivness of Information Retrieval System Under Vector Space Model Using Adaptive Genetic Algorithm
بواسطة: Maitah, Wafaa Zaal Mohammad منشور: (2010) -
Term Frequency with Average Term Occurrences Weighting Techniques for Arabic Textual Information Retrieval
بواسطة: العمري، لما علي منشور: (2018) -
On Arabic search : the effectiveness of monolingual and bidirectional information retrieval
بواسطة: Al Jlayl, Mohammed A. منشور: (2002) -
Experiments in Improvement of Arabic Information Retrieval
بواسطة: Harrag, Fouzi منشور: (2009)
