Dynamic Ranking of Refactoring Menu Items for Integrated Development Environment
Software refactoring is popular and thus most mainstream IDEs, e.g., Eclipse, provide a top level menu, especially for refactoring activities. The refactoring menu is designed to facilitate refactorings, and it has become one of the most commonly used menus. However, to support a large number of ref...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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IEEE
2018-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8552339/ |
| _version_ | 1818875953926897664 |
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| author | Thida Oo Hui Liu Bridget Nyirongo |
| author_facet | Thida Oo Hui Liu Bridget Nyirongo |
| author_sort | Thida Oo |
| collection | DOAJ |
| description | Software refactoring is popular and thus most mainstream IDEs, e.g., Eclipse, provide a top level menu, especially for refactoring activities. The refactoring menu is designed to facilitate refactorings, and it has become one of the most commonly used menus. However, to support a large number of refactoring types, the refactoring menu contains a long list of menu items. As a result, it is tedious to select the intended menu item from the lengthy menu. To facilitate the menu selection, in this paper, we propose an approach to dynamic ranking of refactoring menu items for IDE. We put the most likely refactoring menu item on the top of the refactoring menu according to developers' source code selection and code smells associated with the selected source code. The ranking is dynamic because it changes frequently according to the context. First, we collect the refactoring history of the open source applications and detect the code smells. Based on the refactoring history, we design questionnaires and analyze the responses from developers to discover the source code selection patterns for different refactoring types. Subsequently, we analyze the relationship between code smells associated with the refactoring software entities and the corresponding refactoring types. Finally, based on the preceding analysis, we calculate the likelihood of different refactoring types to be applied when a specific part of source code is selected, and rank the menu items according to the resulting likelihood. We conduct a case study to evaluate the proposed approach. Evaluation results suggest that the proposed approach is accurate, and in most cases (95.69%), it can put the intended refactoring menu item on the top of the menu. |
| first_indexed | 2024-12-19T13:34:41Z |
| format | Article |
| id | doaj.art-034ce0bbc4df4ac49f1be3700af7a6f9 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-19T13:34:41Z |
| publishDate | 2018-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-034ce0bbc4df4ac49f1be3700af7a6f92022-12-21T20:19:15ZengIEEEIEEE Access2169-35362018-01-016760257603510.1109/ACCESS.2018.28837698552339Dynamic Ranking of Refactoring Menu Items for Integrated Development EnvironmentThida Oo0https://orcid.org/0000-0002-8215-9407Hui Liu1Bridget Nyirongo2School of Computer Science and Technology, Beijing Institute of Technology, Beijing, ChinaSchool of Computer Science and Technology, Beijing Institute of Technology, Beijing, ChinaSchool of Computer Science and Technology, Beijing Institute of Technology, Beijing, ChinaSoftware refactoring is popular and thus most mainstream IDEs, e.g., Eclipse, provide a top level menu, especially for refactoring activities. The refactoring menu is designed to facilitate refactorings, and it has become one of the most commonly used menus. However, to support a large number of refactoring types, the refactoring menu contains a long list of menu items. As a result, it is tedious to select the intended menu item from the lengthy menu. To facilitate the menu selection, in this paper, we propose an approach to dynamic ranking of refactoring menu items for IDE. We put the most likely refactoring menu item on the top of the refactoring menu according to developers' source code selection and code smells associated with the selected source code. The ranking is dynamic because it changes frequently according to the context. First, we collect the refactoring history of the open source applications and detect the code smells. Based on the refactoring history, we design questionnaires and analyze the responses from developers to discover the source code selection patterns for different refactoring types. Subsequently, we analyze the relationship between code smells associated with the refactoring software entities and the corresponding refactoring types. Finally, based on the preceding analysis, we calculate the likelihood of different refactoring types to be applied when a specific part of source code is selected, and rank the menu items according to the resulting likelihood. We conduct a case study to evaluate the proposed approach. Evaluation results suggest that the proposed approach is accurate, and in most cases (95.69%), it can put the intended refactoring menu item on the top of the menu.https://ieeexplore.ieee.org/document/8552339/Software developmentsoftware refactoringmenu rankingIDE |
| spellingShingle | Thida Oo Hui Liu Bridget Nyirongo Dynamic Ranking of Refactoring Menu Items for Integrated Development Environment IEEE Access Software development software refactoring menu ranking IDE |
| title | Dynamic Ranking of Refactoring Menu Items for Integrated Development Environment |
| title_full | Dynamic Ranking of Refactoring Menu Items for Integrated Development Environment |
| title_fullStr | Dynamic Ranking of Refactoring Menu Items for Integrated Development Environment |
| title_full_unstemmed | Dynamic Ranking of Refactoring Menu Items for Integrated Development Environment |
| title_short | Dynamic Ranking of Refactoring Menu Items for Integrated Development Environment |
| title_sort | dynamic ranking of refactoring menu items for integrated development environment |
| topic | Software development software refactoring menu ranking IDE |
| url | https://ieeexplore.ieee.org/document/8552339/ |
| work_keys_str_mv | AT thidaoo dynamicrankingofrefactoringmenuitemsforintegrateddevelopmentenvironment AT huiliu dynamicrankingofrefactoringmenuitemsforintegrateddevelopmentenvironment AT bridgetnyirongo dynamicrankingofrefactoringmenuitemsforintegrateddevelopmentenvironment |