Comparison between similarity measurments of vector space model on arabic text
Joint Authors
Kanan, Ghassan Jaddu
Hananidah, Isam
Source
Al-Manarah For Research and Studies
Issue
Vol. 16, Issue 3 (30 Jun. 2010), pp.73-85, 13 p.
Publisher
Al al-Bayt University Deanship of Academic Research
Publication Date
2010-06-30
Country of Publication
Jordan
No. of Pages
13
Main Subjects
Topics
Abstract AR
في هذا البحث قمنا باختيار ملخصات من 242 وثيقة باللغة العربية و هذه الملخصـات كانت متخصصة في علمي الحاسوب و نظم المعلومات، لقد قمنا ببناء نظـام اسـترجاع لمعالجة البيانات باللغة العربية، و تم تطبيق تقنية الفهرسة التلقائية على الوثائق العربيـة، بحيث تم بناء النظام باستخدام نمـوذج المتجهـات الموجهـة de1m Space rVect باستخدام أربعة أصناف استخدمت حساب درجة التشابه بين الاستعلام و الوثيقـة و تمـت مقارنة النتائج لهذه الأصناف من المتجهات، و كانت النتيجة إن صنف الاحتمـال أظهـر أفضلية في عملية الاسترجاع مقارنة مع باقي أنواع المتجهات.
Abstract EN
This paper has selected 242 Arabic abstract documents which were used by (Hmeidi & Kanaan, 1997).
All these abstracts are about computer science and information systems.
We also designed and built an automatic information retrieval system from scratch to handle Arabic data.
The system was implemented in C# NET language, and Runs on IBM/PCs and compatible microcomputer.
An automatic indexing technique has been implemented for this corpus.
The system was built using Vector Space Model (VSM), In this model all mesurments were taken.
Cosine measure, Dice measure, Jaccard measure, and Inner product similarity were used.
The retrieval results using Vector Space Model were compared.
It was found out that the retrieval result is better than the retrieval result for in Arabic documents.
American Psychological Association (APA)
Hananidah, Isam& Kanan, Ghassan Jaddu. 2010. Comparison between similarity measurments of vector space model on arabic text. Al-Manarah For Research and Studies،Vol. 16, no. 3, pp.73-85.
https://search.emarefa.net/detail/BIM-327316
Modern Language Association (MLA)
Hananidah, Isam& Kanan, Ghassan Jaddu. Comparison between similarity measurments of vector space model on arabic text. Al-Manarah For Research and Studies Vol. 16, no. 3 (2010), pp.73-85.
https://search.emarefa.net/detail/BIM-327316
American Medical Association (AMA)
Hananidah, Isam& Kanan, Ghassan Jaddu. Comparison between similarity measurments of vector space model on arabic text. Al-Manarah For Research and Studies. 2010. Vol. 16, no. 3, pp.73-85.
https://search.emarefa.net/detail/BIM-327316
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 83-85
Record ID
BIM-327316
