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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:http://ir.uitm.edu.my/id/eprint/970/1/TD_SITI%20HAFSAH%20SAHAK%20CS%2006_5%20P01.pdf
http://ir.uitm.edu.my/id/eprint/970/
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spelling my.uitm.ir.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.
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
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/970/1/TD_SITI%20HAFSAH%20SAHAK%20CS%2006_5%20P01.pdf
http://ir.uitm.edu.my/id/eprint/970/
_version_ 1685648113551802368
score 13.211869

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