Implementing case-based reasoning approach to framework documentation
Several approaches are currently used in documenting object-oriented application frameworks. Traditional documentation approaches include tutorials, reference manuals, design patterns, cookbooks, and minimalist. The main objective of a framework is to dramatically reduce the time and effort needed i...
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2023
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| _version_ | 1833349911485087744 |
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| author | Hajar M.J. Lee S.P. |
| author2 | 13609136000 |
| author_facet | 13609136000 Hajar M.J. Lee S.P. |
| author_sort | Hajar M.J. |
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| collection | Institutional Repository |
| content_provider | Universiti Tenaga Nasional |
| content_source | UNITEN Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Several approaches are currently used in documenting object-oriented application frameworks. Traditional documentation approaches include tutorials, reference manuals, design patterns, cookbooks, and minimalist. The main objective of a framework is to dramatically reduce the time and effort needed in developing complete applications within a family of applications domain. Proper documentation is required in order for a framework to be usable to users, especially to the new users of the framework. This paper discusses and implements the case-based reasoning (CBR) approach to documenting a framework. It is believed that the fastest way to learn is by retrieving previously recorded framework usage experiences or cases. Here, a case is a complete example of how to use a particular component or a set of components within a framework. In CBR, reasoning is based on remembering past cases. Genetic algorithm (GA) is used in implementing the CBR's "retrieve", "reuse", and "revise" steps. During the "revise" and "retain" steps of the CBR, Knuth-Morris-Pratt (KMP) pattern matching algorithm is applied. � 2008 IEEE. |
| format | Conference paper |
| id | my.uniten.dspace-30759 |
| institution | Universiti Tenaga Nasional |
| publishDate | 2023 |
| record_format | dspace |
| spelling | my.uniten.dspace-307592023-12-29T15:52:43Z Implementing case-based reasoning approach to framework documentation Hajar M.J. Lee S.P. 13609136000 55664303000 Bits Computer science Object oriented programming Pattern matching Application frameworks Applications domains Case-based reasoning approaches CBr Design Patterns Framework documentation Object oriented Pattern matching algorithms Usage experience Case based reasoning Several approaches are currently used in documenting object-oriented application frameworks. Traditional documentation approaches include tutorials, reference manuals, design patterns, cookbooks, and minimalist. The main objective of a framework is to dramatically reduce the time and effort needed in developing complete applications within a family of applications domain. Proper documentation is required in order for a framework to be usable to users, especially to the new users of the framework. This paper discusses and implements the case-based reasoning (CBR) approach to documenting a framework. It is believed that the fastest way to learn is by retrieving previously recorded framework usage experiences or cases. Here, a case is a complete example of how to use a particular component or a set of components within a framework. In CBR, reasoning is based on remembering past cases. Genetic algorithm (GA) is used in implementing the CBR's "retrieve", "reuse", and "revise" steps. During the "revise" and "retain" steps of the CBR, Knuth-Morris-Pratt (KMP) pattern matching algorithm is applied. � 2008 IEEE. Final 2023-12-29T07:52:42Z 2023-12-29T07:52:42Z 2009 Conference paper 10.1109/CSIE.2009.456 2-s2.0-71049125791 https://www.scopus.com/inward/record.uri?eid=2-s2.0-71049125791&doi=10.1109%2fCSIE.2009.456&partnerID=40&md5=ff08eeab269621a3d9dc6f5c3e3fb51c https://irepository.uniten.edu.my/handle/123456789/30759 7 5170387 590 594 Scopus |
| spellingShingle | Bits Computer science Object oriented programming Pattern matching Application frameworks Applications domains Case-based reasoning approaches CBr Design Patterns Framework documentation Object oriented Pattern matching algorithms Usage experience Case based reasoning Hajar M.J. Lee S.P. Implementing case-based reasoning approach to framework documentation |
| title | Implementing case-based reasoning approach to framework documentation |
| title_full | Implementing case-based reasoning approach to framework documentation |
| title_fullStr | Implementing case-based reasoning approach to framework documentation |
| title_full_unstemmed | Implementing case-based reasoning approach to framework documentation |
| title_short | Implementing case-based reasoning approach to framework documentation |
| title_sort | implementing case-based reasoning approach to framework documentation |
| topic | Bits Computer science Object oriented programming Pattern matching Application frameworks Applications domains Case-based reasoning approaches CBr Design Patterns Framework documentation Object oriented Pattern matching algorithms Usage experience Case based reasoning |
| url_provider | http://dspace.uniten.edu.my/ |