A query categorization technique using categories descriptor files
Other Title(s)
تقسيم أوامر البحث باستخدام ملفات لوصف التقسيمات
Dissertant
Abd al-Qadir, Ulfat Muhammad Ahmad
Thesis advisor
Comitee Members
al-Ajluni, Naim
al-Bayatti, Hilal
Fadl, Muayyad A.
University
Amman Arab University
Faculty
Collage of Computer Sciences and Informatics
Department
Department of Computer Science
University Country
Jordan
Degree
Master
Degree Date
2006
English Abstract
-In this thesis, an approach for query-categorization is proposed in order to facilitate the process of Web taxonomy constructing.
We propose an approach to categorize the user’s Web query terms into a pre-defined category names based on query terms relevant to these categorizes that reflect the user’s search interests.
The Approach is mainly based on constructing a descriptor file for each category name using the available knowledge resources over the Web, and then applying text classification techniques to measure the relevance between query terms and the whole set of descriptor files.
The obtained experimental results show the effectiveness of the approach in reducing the human effort during the searching process by proposing the best categories for the user’s input query term and in capturing the intended meaning of query terms.
Main Subjects
Information Technology and Computer Science
Topics
No. of Pages
70
Table of Contents
Table of contents.
Abstract.
Abstract in Arabic.
Chapter One : Introduction.
Chapter Two : Theory and background.
Chapter Three : Discussion of the case study.
Chapter Four : Disscusion of the proposed approach.
Chapter Five : Conclusions and possible works.
References.
American Psychological Association (APA)
Abd al-Qadir, Ulfat Muhammad Ahmad. (2006). A query categorization technique using categories descriptor files. (Master's theses Theses and Dissertations Master). Amman Arab University, Jordan
https://search.emarefa.net/detail/BIM-528873
Modern Language Association (MLA)
Abd al-Qadir, Ulfat Muhammad Ahmad. A query categorization technique using categories descriptor files. (Master's theses Theses and Dissertations Master). Amman Arab University. (2006).
https://search.emarefa.net/detail/BIM-528873
American Medical Association (AMA)
Abd al-Qadir, Ulfat Muhammad Ahmad. (2006). A query categorization technique using categories descriptor files. (Master's theses Theses and Dissertations Master). Amman Arab University, Jordan
https://search.emarefa.net/detail/BIM-528873
Language
English
Data Type
Arab Theses
Record ID
BIM-528873
