Autonomy Is an Acquired Taste: Exploring Developer Preferences for GitHub Bots.
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| Title: | Autonomy Is an Acquired Taste: Exploring Developer Preferences for GitHub Bots. |
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| Authors: | Ghorbani, Amir1 amirrezaghorbani@uvic.ca, Cassee, Nathan2 n.w.cassee@tue.nl, Robinson, Derek1 drobinson@uvic.ca, Alami, Adam3 adal@cs.aau.dk, Ernst, Neil A.1 nernst@uvic.ca, Serebrenik, Alexander2 a.serebrenik@tue.nl, Wąsowski, Andrzej4 wasowski@itu.dk |
| Source: | ICSE: International Conference on Software Engineering. 2023, p1405-1417. 13p. |
| Subjects: | Github Inc., Computer software, Computer software development, Project management, Empirical research |
| Abstract: | Software bots fulfill an important role in collective software development, and their adoption by developers promises increased productivity. Past research has identified that bots that communicate too often can irritate developers, which affects the utility of the bot. However, it is not clear what other properties of human-bot collaboration affect developers' preferences, or what impact these properties might have. The main idea of this paper is to explore characteristics affecting developer preferences for interactions between humans and bots, in the context of GitHub pull requests. We carried out an exploratory sequential study with interviews and a subsequent vignette-based survey. We find developers generally prefer bots that are personable but show little autonomy, however, more experienced developers tend to prefer more autonomous bots. Based on this empirical evidence, we recommend bot developers increase configuration options for bots so that individual developers and projects can configure bots to best align with their own preferences and project cultures. [ABSTRACT FROM AUTHOR] |
| Copyright of ICSE: International Conference on Software Engineering is the property of Association for Computing Machinery and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
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| Header | DbId: egs DbLabel: Engineering Source An: 185196093 AccessLevel: 6 PubType: Conference PubTypeId: conference PreciseRelevancyScore: 0 |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1109/ICSE48619.2023.00123 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 13 StartPage: 1405 Subjects: – SubjectFull: Github Inc. Type: general – SubjectFull: Computer software Type: general – SubjectFull: Computer software development Type: general – SubjectFull: Project management Type: general – SubjectFull: Empirical research Type: general Titles: – TitleFull: Autonomy Is an Acquired Taste: Exploring Developer Preferences for GitHub Bots. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Ghorbani, Amir – PersonEntity: Name: NameFull: Cassee, Nathan – PersonEntity: Name: NameFull: Robinson, Derek – PersonEntity: Name: NameFull: Alami, Adam – PersonEntity: Name: NameFull: Ernst, Neil A. – PersonEntity: Name: NameFull: Serebrenik, Alexander – PersonEntity: Name: NameFull: Wąsowski, Andrzej IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 05 Text: 2023 Type: published Y: 2023 Titles: – TitleFull: ICSE: International Conference on Software Engineering Type: main |
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