Web based decision support system for computer buyers using Bayesian’s technique
Organized by Kolej Universiti kejuruteraan Utara Malaysia (KUKUM), 14th - 15th May 2005 at Putra Palace Hotel, Kangar, Perlis.
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Kolej Universiti Kejuruteraan Utara Malaysia
2009
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| Online Access: | http://dspace.unimap.edu.my/xmlui/handle/123456789/7158 |
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my.unimap-71582009-09-08T02:30:27Z Web based decision support system for computer buyers using Bayesian’s technique Ali, Selamat Tan, Li Kim Decision Support System (DSS) Bayesian network User’s requirement Computer packages Product management -- Data processing Decision making Bayesian statistical decision theory -- Computer programs Organized by Kolej Universiti kejuruteraan Utara Malaysia (KUKUM), 14th - 15th May 2005 at Putra Palace Hotel, Kangar, Perlis. There are varieties of computer brands in the market where each of the brands posses their own features. Therefore, computer buyers have to think about the price, quality, performance and requirement of the computer when they are planning to purchase a computer from the Internet. The purpose of this paper is to analyze the effectiveness of a web based decision support (WBDS) system to help the computer buyer in making a decision before purchasing a computer package. The Bayesian technique has been used to generate decision which is the list of computer packages based on user’s requirements. One of the advantages using the Bayesian technique is its effectiveness in calculating the probability results although the inputs data is always change. The results returned by the WBDS based on the Bayesian technique have been measured by comparing the list of a computer components’ which refer to the user’s requirement. The finding shows that the WBDS system has returned the results which are related to the proposed computer package that exactly meet the user’s requirements such as price, type of usage and environment. 2009-09-08T02:30:26Z 2009-09-08T02:30:26Z 2005-05-14 Working Paper p.129-132 http://hdl.handle.net/123456789/7158 en Proceedings of the 1st International Workshop on Artificial Life and Robotics Kolej Universiti Kejuruteraan Utara Malaysia |
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Universiti Malaysia Perlis |
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| country |
Malaysia |
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Universiti Malaysia Perlis |
| content_source |
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| language |
English |
| topic |
Decision Support System (DSS) Bayesian network User’s requirement Computer packages Product management -- Data processing Decision making Bayesian statistical decision theory -- Computer programs |
| spellingShingle |
Decision Support System (DSS) Bayesian network User’s requirement Computer packages Product management -- Data processing Decision making Bayesian statistical decision theory -- Computer programs Ali, Selamat Tan, Li Kim Web based decision support system for computer buyers using Bayesian’s technique |
| description |
Organized by Kolej Universiti kejuruteraan Utara Malaysia (KUKUM), 14th - 15th May 2005 at Putra Palace Hotel, Kangar, Perlis. |
| format |
Working Paper |
| author |
Ali, Selamat Tan, Li Kim |
| author_facet |
Ali, Selamat Tan, Li Kim |
| author_sort |
Ali, Selamat |
| title |
Web based decision support system for computer buyers using Bayesian’s technique |
| title_short |
Web based decision support system for computer buyers using Bayesian’s technique |
| title_full |
Web based decision support system for computer buyers using Bayesian’s technique |
| title_fullStr |
Web based decision support system for computer buyers using Bayesian’s technique |
| title_full_unstemmed |
Web based decision support system for computer buyers using Bayesian’s technique |
| title_sort |
web based decision support system for computer buyers using bayesian’s technique |
| publisher |
Kolej Universiti Kejuruteraan Utara Malaysia |
| publishDate |
2009 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/7158 |
| _version_ |
1643788706625093632 |
| score |
13.214268 |