Conference proceeding
CIDER: Concept-based Interactive Design Recovery
2022 IEEE/ACM 44th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion), pp 26-30
May 2022
Abstract
In this paper, we introduce CIDER, a Concept-based Interactive DE-sign Recovery tool that recovers a software design in the form of hierarchically organized concepts. In addition to facilitating design comprehension, it also enables designers to assess design quality and identify design problems. It integrates multiple clustering algorithms to reduce the complexity of the recovered design structure, leverages information retrieval techniques to name each cluster using the most relevant topic terms to ease design comprehension, and identifies and labels highly-coupled file clusters to reveal possible design problems. It enables interactive selection of concepts of interest and recovers partial design structures accordingly. The user can also interactively change the levels of recovered hierarchical structure to visualize the design at different granularities.
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Details
- Title
- CIDER: Concept-based Interactive Design Recovery
- Creators
- Hongzhou Fang - Drexel UniversityYuanfang Cai - Drexel UniversityRick Kazman - University of Hawaii SystemJason Lefever - Drexel UniversityIEEE Com Soc
- Publication Details
- 2022 IEEE/ACM 44th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion), pp 26-30
- Publisher
- IEEE
- Grant note
- National Science Foundation (10.13039/100000001)
- Resource Type
- Conference proceeding
- Language
- English
- Academic Unit
- Computer Science
- Web of Science ID
- WOS:000850203800006
- Other Identifier
- 991020547324804721
InCites Highlights
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- Collaboration types
- Domestic collaboration
- Web of Science research areas
- Computer Science, Software Engineering
- Computer Science, Theory & Methods