Document Details

Document Type : Article In Conference 
Document Title :
Comparison between different global weighting schemes
مقارنه بين طرق الترتيب حسب الاهمية العالمية
 
Subject : CIS 
Document Language : English 
Abstract : the goal in information retrieval is to enable users to automatically and accurately retrieve data relevant to their queries. One possible approach to this problem is to use the vector space model, which models documents and queries as vectors in the term space. The components of the vectors are determined by the term weighting scheme. This paper compared between a selected set from the available term weighting schemes to determine which weighting method is the best one to be used with Arabic data collections. Our results shows that the best method is the probabilistic inverse (IDFP) method; and we recommend using it as a global weighting method for Arabic data collections. 
Conference Name : The 2010 IAENG International Conference on Internet Computing and Web Services (ICICWS), 
Duration : From : 1431/4/1 AH - To : 1431/3/3 AH
From : 2010/3/17 AD - To : 2010/3/19 AD 
Publishing Year : 1431 AH
2010 AD 
Number Of Pages : 6 
Article Type : Article 
Conference Place : Hong Kong 
Organizing Body : the International Association of Engineers IAENG), 
Added Date : Saturday, January 8, 2011 

Researchers

Researcher Name (Arabic)Researcher Name (English)Researcher TypeDr GradeEmail
حسين احمد عوضAwad, Dr.hussain AhmadInvestigatorDoctoratehaawad@kau.edu.sa

Files

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 28495.pdf pdf 

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