Knowledge modelling using the UML profile
This paper discusses platform independent conceptual modeling of a knowledge intensive application, focusing on the use of knowledge-based systems (KBS) in the context of model-driven engineering. An extension to the Unified Modeling Language (UML) for knowledge modeling is presented based on the pr...
| Main Authors: | , , , |
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| Format: | Book Section |
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Springer US
2006
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| _version_ | 1803626864069050368 |
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| author | Abdullah, Mohd Syazwan Paige, Richard Benest, Ian Kimble, Chris |
| author2 | Maglogiannis, Ilias |
| author_facet | Maglogiannis, Ilias Abdullah, Mohd Syazwan Paige, Richard Benest, Ian Kimble, Chris |
| author_sort | Abdullah, Mohd Syazwan |
| collection | UUM |
| description | This paper discusses platform independent conceptual modeling of a knowledge intensive application, focusing on the use of knowledge-based systems (KBS) in the context of model-driven engineering. An extension to the Unified Modeling Language (UML) for knowledge modeling is presented based on the profiling extension mechanism of UML.The UML profile discussed in this paper has been successfully captured in a Meta-Object-Facility (MOF) based UML tool — the executable Modeling Framework (XMF).The example is that of modeling a knowledge-based system for the Ulcer Clinical Practical Guidelines (CPG) Recommendations.It demonstrates the use of the profile, with the prototype system implemented in the Java Expert System Shell (JESS). |
| first_indexed | 2024-07-04T05:56:56Z |
| format | Book Section |
| id | uum-14848 |
| institution | Universiti Utara Malaysia |
| last_indexed | 2024-07-04T05:56:56Z |
| publishDate | 2006 |
| publisher | Springer US |
| record_format | dspace |
| spelling | uum-148482015-07-15T06:25:00Z https://repo.uum.edu.my/id/eprint/14848/ Knowledge modelling using the UML profile Abdullah, Mohd Syazwan Paige, Richard Benest, Ian Kimble, Chris QA76 Computer software This paper discusses platform independent conceptual modeling of a knowledge intensive application, focusing on the use of knowledge-based systems (KBS) in the context of model-driven engineering. An extension to the Unified Modeling Language (UML) for knowledge modeling is presented based on the profiling extension mechanism of UML.The UML profile discussed in this paper has been successfully captured in a Meta-Object-Facility (MOF) based UML tool — the executable Modeling Framework (XMF).The example is that of modeling a knowledge-based system for the Ulcer Clinical Practical Guidelines (CPG) Recommendations.It demonstrates the use of the profile, with the prototype system implemented in the Java Expert System Shell (JESS). Springer US Maglogiannis, Ilias Karpouzis, Kostas Bramer, Max 2006 Book Section PeerReviewed Abdullah, Mohd Syazwan and Paige, Richard and Benest, Ian and Kimble, Chris (2006) Knowledge modelling using the UML profile. In: Artificial Intelligence Applications and Innovations. Springer US, pp. 70-77. ISBN 978-0-387-34223-8 http://doi.org/10.1007/0-387-34224-9_9 doi:10.1007/0-387-34224-9_9 doi:10.1007/0-387-34224-9_9 |
| spellingShingle | QA76 Computer software Abdullah, Mohd Syazwan Paige, Richard Benest, Ian Kimble, Chris Knowledge modelling using the UML profile |
| title | Knowledge modelling using the UML profile |
| title_full | Knowledge modelling using the UML profile |
| title_fullStr | Knowledge modelling using the UML profile |
| title_full_unstemmed | Knowledge modelling using the UML profile |
| title_short | Knowledge modelling using the UML profile |
| title_sort | knowledge modelling using the uml profile |
| topic | QA76 Computer software |
| work_keys_str_mv | AT abdullahmohdsyazwan knowledgemodellingusingtheumlprofile AT paigerichard knowledgemodellingusingtheumlprofile AT benestian knowledgemodellingusingtheumlprofile AT kimblechris knowledgemodellingusingtheumlprofile |