Development of yourist destination recommendation prototype using case-based reasoning (CBR) approach / Siti Hafsah Sahak

This project will outline the creation of tourist destination recommendation prototype. Recommender systems became a significant tool in the field of tourism which offers an opportunity to find a travel bundle or a single travel item. The existing tourist recommendation systems have some shortcom...

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Main Author:	Sahak, Siti Hafsah
Format:	Thesis
Language:	English
Published:	2006
Subjects:	Electronic Computers Computer Science
Online Access:	https://ir.uitm.edu.my/id/eprint/970/1/TD_SITI%20HAFSAH%20SAHAK%20CS%2006_5%20P01.pdf
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id	my-uitm-ir.970
record_format	uketd_dc
spelling	my-uitm-ir.9702018-11-14T07:06:51Z Development of yourist destination recommendation prototype using case-based reasoning (CBR) approach / Siti Hafsah Sahak 2006 Sahak, Siti Hafsah Electronic Computers. Computer Science This project will outline the creation of tourist destination recommendation prototype. Recommender systems became a significant tool in the field of tourism which offers an opportunity to find a travel bundle or a single travel item. The existing tourist recommendation systems have some shortcomings as they allow no or only very limited flexibility when taking constraints or preferences into user account. Therefore, case-based reasoning (CBR) approach has been proposed in this system for modeling and explaining human problem solving which has gaining popularity in recommender systems. This CBR technique is employed to support information search and choice processes that helps user to create a travel plan by recommending attractive travel products. It contained four specific processes which are retrieve, reuse, revise and retain that each of this process played important role to make solutions. As a result, by applying CBR approach in recommendation system, it enable users to browse a repository of past travels and make ranking possibly of the basic item such as activities provided when selected from catalogue which included in recommendation system other than make decisions on tourist destination that offered by this system. The advantages of this approach compared to rule-based are shown. 2006 Thesis https://ir.uitm.edu.my/id/eprint/970/ https://ir.uitm.edu.my/id/eprint/970/1/TD_SITI%20HAFSAH%20SAHAK%20CS%2006_5%20P01.pdf text en public degree Universiti Teknologi MARA Faculty of Information Technology and Quantitative Science
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
topic	Electronic Computers Computer Science
spellingShingle	Electronic Computers Computer Science Sahak, Siti Hafsah Development of yourist destination recommendation prototype using case-based reasoning (CBR) approach / Siti Hafsah Sahak
description	This project will outline the creation of tourist destination recommendation prototype. Recommender systems became a significant tool in the field of tourism which offers an opportunity to find a travel bundle or a single travel item. The existing tourist recommendation systems have some shortcomings as they allow no or only very limited flexibility when taking constraints or preferences into user account. Therefore, case-based reasoning (CBR) approach has been proposed in this system for modeling and explaining human problem solving which has gaining popularity in recommender systems. This CBR technique is employed to support information search and choice processes that helps user to create a travel plan by recommending attractive travel products. It contained four specific processes which are retrieve, reuse, revise and retain that each of this process played important role to make solutions. As a result, by applying CBR approach in recommendation system, it enable users to browse a repository of past travels and make ranking possibly of the basic item such as activities provided when selected from catalogue which included in recommendation system other than make decisions on tourist destination that offered by this system. The advantages of this approach compared to rule-based are shown.
format	Thesis
qualification_level	Bachelor degree
author	Sahak, Siti Hafsah
author_facet	Sahak, Siti Hafsah
author_sort	Sahak, Siti Hafsah
title	Development of yourist destination recommendation prototype using case-based reasoning (CBR) approach / Siti Hafsah Sahak
title_short	Development of yourist destination recommendation prototype using case-based reasoning (CBR) approach / Siti Hafsah Sahak
title_full	Development of yourist destination recommendation prototype using case-based reasoning (CBR) approach / Siti Hafsah Sahak
title_fullStr	Development of yourist destination recommendation prototype using case-based reasoning (CBR) approach / Siti Hafsah Sahak
title_full_unstemmed	Development of yourist destination recommendation prototype using case-based reasoning (CBR) approach / Siti Hafsah Sahak
title_sort	development of yourist destination recommendation prototype using case-based reasoning (cbr) approach / siti hafsah sahak
granting_institution	Universiti Teknologi MARA
granting_department	Faculty of Information Technology and Quantitative Science
publishDate	2006
url	https://ir.uitm.edu.my/id/eprint/970/1/TD_SITI%20HAFSAH%20SAHAK%20CS%2006_5%20P01.pdf
_version_	1783732974341062656

Development of yourist destination recommendation prototype using case-based reasoning (CBR) approach / Siti Hafsah Sahak

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