Matches in SemOpenAlex for { <https://semopenalex.org/work/W3133784414> ?p ?o ?g. }
- W3133784414 abstract "In a software project, properly analyzing the contributions of developers could provide valuable insights for decision-makers. The contributions of a developer could be in many different forms such as committing and reviewing code, opening and resolving issues. Previous approaches mainly consider the commit-based contributions which provide an incomplete picture of developer contributions. Different from the traditional commit-based approaches for analyzing developer contributions, we aim to provide a more holistic approach to reflect the rich set of software development activities using artifact traceability graphs. For analyzing the developer contributions, we propose a novel categorization of developers (Jacks, Mavens and Connectors) in a software project. We introduce a set of algorithms on artifact traceability graphs to identify key developers, recommend replacements for leaving developers and evaluate knowledge distribution among developers. We evaluate our proposed algorithms on six open-source projects and demonstrate that the identified key developers match the top commenters up to 98%, recommended replacements are correct up to 91% and identified knowledge distribution labels are compatible 94% on average with the baseline approaches. The proposed algorithms using artifact traceability graphs for analyzing developer contributions could be used by software project decision-makers in several scenarios. (1) Identifying different types of key developers. (2) Finding a replacement developer in large teams. (3) Evaluating the overall knowledge distribution amongst developers to take early precautions." @default.
- W3133784414 created "2021-03-15" @default.
- W3133784414 creator A5039731595 @default.
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- W3133784414 date "2022-03-28" @default.
- W3133784414 modified "2023-09-26" @default.
- W3133784414 title "Analyzing developer contributions using artifact traceability graphs" @default.
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- W3133784414 doi "https://doi.org/10.1007/s10664-022-10129-2" @default.
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