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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2006
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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 |