Multimedia information acquisition and retrieval enhancement using intelligent search system
Other Title(s)
تحسين استقصاء و استرجاع معلومات الوسائط المتعددة باستخدام نظام بحث ذكي
Dissertant
al-Utaywi, Salamah Ahmad Salama
Thesis advisor
Comitee Members
University
Middle East University
Faculty
Faculty of Information Technology
Department
Computer Science Department
University Country
Jordan
Degree
Master
Degree Date
2015
English Abstract
In a rapidly changing world; Information and communication technologies are dominating our everyday lives; Education, social communication, entertainment, business, and health care are all affected by rapid technical evolution.
The educational aspect is one of the aspects that most fit with new technology that save time, effort and cost.
This thesis which called “Multimedia Information Acquisition and Retrieval Enhancement using Intelligent Search System” describes a system capable of searching inside education video lectures using text-based search queries, built-in synonyms dictionary, and voice query too.
This system dealing with audio content of video lectures.
This thesis aims to help university, colleges, and schools students in the educational process, and improve the level of self-learning by providing the ability to search and retrieval information from content of educational material especially the archived ones.
The study depends on several interrelated developed steps before searching process include: data preprocessing and build synonyms dictionary.
Statistical experiments were carried out in this thesis on (16) different videos with (111) different test words and the results improved between (2.7% to 5.9%) of the results obtained by the researcher Sleit.
Those results can inspire designing smart search engine that can infer the topic of video lectures and decide the main keywords automatically.
Main Subjects
Information Technology and Computer Science
No. of Pages
126
Table of Contents
Table of contents.
Abstract.
Abstract in Arabic.
Chapter One : Introduction.
Chapter Two : Literature review and related work.
Chapter Three : The proposed technique.
Chapter Four : Implementation of video multi-searcher system.
Chapter Five : Experimental results.
Chapter Six : Conclusion and future work.
References.
American Psychological Association (APA)
al-Utaywi, Salamah Ahmad Salama. (2015). Multimedia information acquisition and retrieval enhancement using intelligent search system. (Master's theses Theses and Dissertations Master). Middle East University, Jordan
https://search.emarefa.net/detail/BIM-699604
Modern Language Association (MLA)
al-Utaywi, Salamah Ahmad Salama. Multimedia information acquisition and retrieval enhancement using intelligent search system. (Master's theses Theses and Dissertations Master). Middle East University. (2015).
https://search.emarefa.net/detail/BIM-699604
American Medical Association (AMA)
al-Utaywi, Salamah Ahmad Salama. (2015). Multimedia information acquisition and retrieval enhancement using intelligent search system. (Master's theses Theses and Dissertations Master). Middle East University, Jordan
https://search.emarefa.net/detail/BIM-699604
Language
English
Data Type
Arab Theses
Record ID
BIM-699604
