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In this paper, we are approaching the problem of automatic refactoring recommendation for object-oriented systems. An approach based on clustering ensembles is proposed, several heuristics to existing algorithms and to filtering and combining their results are discussed. Experimental validation of the proposed approach on an open source project is presented. The obtained preliminary results illustrate that the introduced approach could be successfully used to improve existing integrated development environments, providing developers with one more tool to reduce the complexity of their projects. The paper concludes with a discussion on the applicability of such automatic refactoring recommendation approaches to real-world software developed using common object-oriented techniques.
Язык оригинала | английский |
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Название основной публикации | IWoR 2018 - Proceedings of the 2nd International Workshop on Refactoring, co-located with ASE 2018 |
Редакторы | Ali Ouni, Mel O. Cinneide, Marouane Kessentini |
Издатель | Association for Computing Machinery |
Страницы | 42-45 |
Число страниц | 4 |
ISBN (электронное издание) | 9781450359740 |
DOI | |
Состояние | Опубликовано - 4 сен 2018 |
Событие | 2nd International Workshop on Refactoring, IWoR 2018, co-located with the 33rd IEEE/ACM International Conference on Automated Software Engineering, ASE 2018 - Montpellier, Франция Продолжительность: 4 сен 2018 → … |
Название | IWoR 2018 - Proceedings of the 2nd International Workshop on Refactoring, co-located with ASE 2018 |
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конференция | 2nd International Workshop on Refactoring, IWoR 2018, co-located with the 33rd IEEE/ACM International Conference on Automated Software Engineering, ASE 2018 |
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Страна/Tерритория | Франция |
Город | Montpellier |
Период | 4/09/18 → … |
ID: 73689021