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...

Full description

Bibliographic Details
Main Author:	Sahak, Siti Hafsah
Format:	Thesis
Language:	English
Published:	2006
Subjects:	Electronic computers. Computer science
Online Access:	http://ir.uitm.edu.my/id/eprint/970/ http://ir.uitm.edu.my/id/eprint/970/1/TD_SITI%20HAFSAH%20SAHAK%20CS%2006_5%20P01.pdf

id	uitm-970
recordtype	eprints
spelling	uitm-9702018-11-14T07:06:51Z http://ir.uitm.edu.my/id/eprint/970/ Development of yourist destination recommendation prototype using case-based reasoning (CBR) approach / Siti Hafsah Sahak 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 NonPeerReviewed text en http://ir.uitm.edu.my/id/eprint/970/1/TD_SITI%20HAFSAH%20SAHAK%20CS%2006_5%20P01.pdf Sahak, Siti Hafsah (2006) Development of yourist destination recommendation prototype using case-based reasoning (CBR) approach / Siti Hafsah Sahak. Degree thesis, Universiti Teknologi MARA.
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Teknologi MARA
building	UiTM Institutional Repository
collection	Online Access
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
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
publishDate	2006
url	http://ir.uitm.edu.my/id/eprint/970/ http://ir.uitm.edu.my/id/eprint/970/1/TD_SITI%20HAFSAH%20SAHAK%20CS%2006_5%20P01.pdf
first_indexed	2023-09-18T22:45:17Z
last_indexed	2023-09-18T22:45:17Z
_version_	1777417184002179072

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

Similar Items