Developing a knowledge-based multi-objective decision support systems
Decision Support Systems under Multiple Objectives (MODSS) has been classified as a specific type of system within the broad family of DSS and has been one of the most active areas of research. However, despite its theoretical development large scale real-world applications of multi-objective decisi...
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| Format: | Conference Paper |
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IEEE Computer Society
2000
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| Online Access: | http://hdl.handle.net/20.500.11937/32008 |
| _version_ | 1848753542430457856 |
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| author | Lu, J. Quaddus, Mohammed Williams, Robert |
| author_facet | Lu, J. Quaddus, Mohammed Williams, Robert |
| author_sort | Lu, J. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Decision Support Systems under Multiple Objectives (MODSS) has been classified as a specific type of system within the broad family of DSS and has been one of the most active areas of research. However, despite its theoretical development large scale real-world applications of multi-objective decision making (MODM) methods had been seriously lacking due to the technical knowledge and expertise needed to select and apply the most appropriate method. This paper explores the possibility of embedding intelligent guidance within MODSS, and outlines a specific guidance framework for the design of knowledge-based guidance for the selection of a suitable MODM method. This framework has been implemented as an intelligent and graphical user interface based multiple objective decision support system prototype. The prototype, with its database, methodology base of MODM and knowledge based system, will help any decision maker in selecting the most appropriate method in solving various MODM problems. |
| first_indexed | 2025-11-14T08:26:10Z |
| format | Conference Paper |
| id | curtin-20.500.11937-32008 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T08:26:10Z |
| publishDate | 2000 |
| publisher | IEEE Computer Society |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-320082017-01-30T13:28:38Z Developing a knowledge-based multi-objective decision support systems Lu, J. Quaddus, Mohammed Williams, Robert MODSS knowledge-based guidance graphical user interface database Multiple Objectives knowledge-based multiobjective decision support system GUI database management systems multiobjective decision-making MODM decision support systems methodology base knowledge based systems intelligent user interface Decision Support Systems DSS Decision Support Systems under Multiple Objectives (MODSS) has been classified as a specific type of system within the broad family of DSS and has been one of the most active areas of research. However, despite its theoretical development large scale real-world applications of multi-objective decision making (MODM) methods had been seriously lacking due to the technical knowledge and expertise needed to select and apply the most appropriate method. This paper explores the possibility of embedding intelligent guidance within MODSS, and outlines a specific guidance framework for the design of knowledge-based guidance for the selection of a suitable MODM method. This framework has been implemented as an intelligent and graphical user interface based multiple objective decision support system prototype. The prototype, with its database, methodology base of MODM and knowledge based system, will help any decision maker in selecting the most appropriate method in solving various MODM problems. 2000 Conference Paper http://hdl.handle.net/20.500.11937/32008 IEEE Computer Society fulltext |
| spellingShingle | MODSS knowledge-based guidance graphical user interface database Multiple Objectives knowledge-based multiobjective decision support system GUI database management systems multiobjective decision-making MODM decision support systems methodology base knowledge based systems intelligent user interface Decision Support Systems DSS Lu, J. Quaddus, Mohammed Williams, Robert Developing a knowledge-based multi-objective decision support systems |
| title | Developing a knowledge-based multi-objective decision support systems |
| title_full | Developing a knowledge-based multi-objective decision support systems |
| title_fullStr | Developing a knowledge-based multi-objective decision support systems |
| title_full_unstemmed | Developing a knowledge-based multi-objective decision support systems |
| title_short | Developing a knowledge-based multi-objective decision support systems |
| title_sort | developing a knowledge-based multi-objective decision support systems |
| topic | MODSS knowledge-based guidance graphical user interface database Multiple Objectives knowledge-based multiobjective decision support system GUI database management systems multiobjective decision-making MODM decision support systems methodology base knowledge based systems intelligent user interface Decision Support Systems DSS |
| url | http://hdl.handle.net/20.500.11937/32008 |