Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design
Zhu, Qian, Wang, Dakuo, Ma, Shuai, April Yi Wang, Chen, Zixin, Khurana, Udayan, Ma, Xiaojuan
Published in arXiv.org (23.05.2024)
Published in arXiv.org (23.05.2024)
Get full text
Paper
Journal Article
How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study
Piorkowski, David, Park, Soya, April Yi Wang, Wang, Dakuo, Muller, Michael, Portnoy, Felix
Published in arXiv.org (13.01.2021)
Published in arXiv.org (13.01.2021)
Get full text
Paper
Journal Article
Documentation Matters: Human-Centered AI System to Assist Data Science Code Documentation in Computational Notebooks
April Yi Wang, Wang, Dakuo, Drozdal, Jaimie, Muller, Michael, Park, Soya, Weisz, Justin D, Liu, Xuye, Wu, Lingfei, Dugan, Casey
Published in arXiv.org (17.08.2022)
Published in arXiv.org (17.08.2022)
Get full text
Paper
Journal Article
Strategies for Reuse and Sharing among Data Scientists in Software Teams
Epperson, Will, Wang, April Yi, DeLine, Robert, Drucker, Steven M.
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) (01.05.2022)
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) (01.05.2022)
Get full text
Conference Proceeding
"Don't Step on My Toes": Resolving Editing Conflicts in Real-Time Collaboration in Computational Notebooks
Wang, April Yi, Wu, Zihan, Brooks, Christopher, Oney, Steve
Published in 2024 IEEE/ACM First IDE Workshop (IDE) (20.04.2024)
Published in 2024 IEEE/ACM First IDE Workshop (IDE) (20.04.2024)
Get full text
Conference Proceeding