Rough sets theory for travel demand analysis in Malaysia
This study integrates the rough sets theory into tourism demand analysis. Originated from the area of Artificial Intelligence, the rough sets theory was introduced to disclose important structures and to classify objects. The Rough Sets methodology provides definitions and methods for finding which...
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| Format: | Thesis |
| Language: | English |
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2008
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| Online Access: | http://eprints.utm.my/9592/1/WongJennHweeMFSKSM2008.pdf |
| _version_ | 1825910342151045120 |
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| author | Wong, Jenn Hwee |
| author_facet | Wong, Jenn Hwee |
| author_sort | Wong, Jenn Hwee |
| collection | ePrints |
| description | This study integrates the rough sets theory into tourism demand analysis. Originated from the area of Artificial Intelligence, the rough sets theory was introduced to disclose important structures and to classify objects. The Rough Sets methodology provides definitions and methods for finding which attributes separates one class or classification from another. Based on this theory can propose a formal framework for the automated transformation of data into knowledge. This makes the rough sets approach a useful classification and pattern recognition technique. This study introduces a new rough sets approach for deriving rules from information table of tourist in Malaysia. The induced rules were able to forecast change in demand with certain accuracy. |
| first_indexed | 2024-03-05T18:15:38Z |
| format | Thesis |
| id | utm.eprints-9592 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T18:15:38Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | utm.eprints-95922018-07-19T01:53:12Z http://eprints.utm.my/9592/ Rough sets theory for travel demand analysis in Malaysia Wong, Jenn Hwee QA75 Electronic computers. Computer science This study integrates the rough sets theory into tourism demand analysis. Originated from the area of Artificial Intelligence, the rough sets theory was introduced to disclose important structures and to classify objects. The Rough Sets methodology provides definitions and methods for finding which attributes separates one class or classification from another. Based on this theory can propose a formal framework for the automated transformation of data into knowledge. This makes the rough sets approach a useful classification and pattern recognition technique. This study introduces a new rough sets approach for deriving rules from information table of tourist in Malaysia. The induced rules were able to forecast change in demand with certain accuracy. 2008-10 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/9592/1/WongJennHweeMFSKSM2008.pdf Wong, Jenn Hwee (2008) Rough sets theory for travel demand analysis in Malaysia. Masters thesis, Universiti Teknologi Malaysia. http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:888?site_name=Restricted Repository |
| spellingShingle | QA75 Electronic computers. Computer science Wong, Jenn Hwee Rough sets theory for travel demand analysis in Malaysia |
| title | Rough sets theory for travel demand analysis in Malaysia |
| title_full | Rough sets theory for travel demand analysis in Malaysia |
| title_fullStr | Rough sets theory for travel demand analysis in Malaysia |
| title_full_unstemmed | Rough sets theory for travel demand analysis in Malaysia |
| title_short | Rough sets theory for travel demand analysis in Malaysia |
| title_sort | rough sets theory for travel demand analysis in malaysia |
| topic | QA75 Electronic computers. Computer science |
| url | http://eprints.utm.my/9592/1/WongJennHweeMFSKSM2008.pdf |
| work_keys_str_mv | AT wongjennhwee roughsetstheoryfortraveldemandanalysisinmalaysia |