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用生成式人工智能预测开发者环境:一种研究视角

Forecasting Developer Environments with GenAI: A Research Perspective

The University of Osaka(大阪大学);Singapore Management University(新加坡管理大学);Zhejiang University(浙江大学);Heidelberg University(海德堡大学);University College London(伦敦大学学院);University of Auckland(奥克兰大学);University of Bari(巴里大学);Tianjin University(天津大学);University of Melbourne(墨尔本大学);Nara Institute of Science and Technology(奈良先端科学技术大学院大学);University of Victoria(维多利亚大学);Northern Arizona University(北亚利桑那大学)
Raula Gaikovina Kula, Christoph Treude, Xing Hu, Sebastian Baltes, Earl T. Barr, Kelly Blincoe, Fabio Calefato, Junjie Chen, Marc Cheong, Youmei Fan, Daniel M. … 展开作者

Raula Gaikovina Kula, Christoph Treude, Xing Hu, Sebastian Baltes, Earl T. Barr, Kelly Blincoe, Fabio Calefato, Junjie Chen, Marc Cheong, Youmei Fan, Daniel M. German, Marco Gerosa, Jin L. C. Guo, Shinpei Hayashi, Robert Hirschfeld, Reid Holmes, Yintong Huo, Takashi Kobayashi, Michele Lanza, Zhongxin Liu, Olivier Nourry, Nicole Novielli, Denys Poshyvanyk, Shinobu Saito, Kazumasa Shimari, Igor Steinmacher, Mairieli Wessel, Markus Wagner, Annie Vella, Laurie Williams, Xin Xia

AI总结:

本文探讨了生成式人工智能对集成开发环境的影响,通过专家讨论提出四个研究主题,旨在探索GenAI在软件工程中的应用与挑战。

摘要:

生成式人工智能(GenAI)模型在各种任务中取得了显著成效,包括代码生成、测试、代码审查和程序修复。能够增加从编写代码中抽象出来的能力,有可能改变集成开发环境(IDE)中的人机交互。为了探讨GenAI对IDEs的影响,来自软件工程、人工智能和人机交互领域的33位专家齐聚Shonan Meeting 222,为期四天的深入研究会议,讨论挑战和机遇。四个主题成为研究人员和实践者关注的领域。

英文摘要:

Generative Artificial Intelligence (GenAI) models are achieving remarkable performance in various tasks, including code generation, testing, code review, and program repair. The ability to increase the level of abstraction away from writing code has the potential to change the Human-AI interaction within the integrated development environment (IDE). To explore the impact of GenAI on IDEs, 33 experts from the Software Engineering, Artificial Intelligence, and Human-Computer Interaction domains gathered to discuss challenges and opportunities at Shonan Meeting 222, a four-day intensive research meeting. Four themes emerged as areas of interest for researchers and practitioners.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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