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Research and Innovations
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E-Services
Search
Faculty of Computing and Information Technology
Document Details
Document Type
:
Article In Conference
Document Title
:
Search Engine Personalization Tool Using Linear Vector Algorithm
تخصيص نتائج محرك البحث باستخدام خوارزمية المتجهات الخطية
Document Language
:
English
Abstract
:
Internet search engine result is a dynamic research field, full of challenging tasks. In this paper, we introduced the linear vector algorithm (LVA) to provide an efficient way to rank the search engine's result. We conducted several experiments to compare the new algorithm with an existing one (Vector Space Algorithm) and found a promising result. This method uses a knowledge-based system. The information supplied to the knowledge-based system is acquired from the user behavior. The system monitors the user behavior and feeds positive and negative examples to the knowledge-based system. The system is able to be trained and produces good result compared with other algorithms. The search engine's result was improved tremendously when this system was applied to the search engine.
Conference Name
:
In the Proceedings of the Fourth Saudi Technical Conference
Duration
:
From : 11/11/1427 AH - To : 15/11/1427 AH
From : 2/12/2006 AD - To : 6/12/2006 AD
Publishing Year
:
1427 AH
2006 AD
Number Of Pages
:
00
Article Type
:
Article
Conference Place
:
Riyadh
Added Date
:
Sunday, June 24, 2012
Researchers
Researcher Name (Arabic)
Researcher Name (English)
Researcher Type
Dr Grade
Email
وديع صالح الحلبي
Alhalabi, Wadee Saleh
Investigator
Doctorate
wsalhalabi@kau.edu.sa
M Kubat
Kubat, M
Researcher
M Tapia
Tapia, M
Researcher
Files
File Name
Type
Description
33754.pdf
pdf
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