Write a Blog >>
ICSE 2020
Wed 24 June - Thu 16 July 2020
Wed 8 Jul 2020 15:38 - 15:44 at Baekje - A7-Human Aspects 1 Chair(s): Alexander Serebrenik

By bringing together code, text, and examples, Jupyter notebooks have become one of the most popular means to produce scientific results in a productive and reproducible way. As many of the notebook authors are experts in their scientific fields, but laymen with respect to software engineering, one may ask questions on the quality of notebooks and their code. In a preliminary study, we experimentally demonstrate that Jupyter notebooks are inundated with poor quality code, e.g., not respecting recommended coding practices, or containing unused variables and deprecated functions. Considering the education nature of Jupyter notebooks, these poor coding practices, as well as the lacks of quality control, might be propagated into the next generation of developers. Hence, we argue that there is a strong need to programmatically analyze Jupyter notebooks, calling on our community to pay more attention to the reliability of Jupyter notebooks.

Wed 8 Jul
Times are displayed in time zone: (UTC) Coordinated Universal Time change

15:00 - 16:00
A7-Human Aspects 1Paper Presentations / Technical Papers / Journal First / New Ideas and Emerging Results at Baekje
Chair(s): Alexander SerebrenikEindhoven University of Technology
15:00
8m
Talk
Towards a theory of software developer job satisfaction and perceived productivityJ1
Journal First
Margaret-Anne StoreyUniversity of Victoria, Thomas ZimmermannMicrosoft Research, Christian BirdMicrosoft Research, Jacek CzerwonkaDeveloper Services, Microsoft, Brendan MurphyMicrosoft Research, Eirini KalliamvakouUniversity of Victoria
Pre-print Media Attached
15:08
6m
Talk
Eye of the Mind: Image Processing for Social CodingNIER
New Ideas and Emerging Results
Maleknaz NayebiYork University
Pre-print
15:14
12m
Talk
How Software Practitioners Use Informal Local Meetups to Share Software Engineering KnowledgeTechnical
Technical Papers
Claire IngramUniversity of York, Anders DrachenUniversity of York
15:26
12m
Talk
Explaining Pair Programming Session Dynamics from Knowledge GapsTechnical
Technical Papers
Franz ZierisFreie Universität Berlin, Lutz PrecheltFreie Universität Berlin
DOI Pre-print Media Attached
15:38
6m
Talk
Better Code, Better Sharing: On the Need of Analyzing Jupyter NotebooksNIER
New Ideas and Emerging Results
Jiawei WangMonash University, Li LiMonash University, Australia, Andreas ZellerCISPA Helmholtz Center for Information Security
Pre-print
15:44
6m
Talk
Stress and Burnout in Open Source: Toward Finding, Understanding, and Mitigating Unhealthy InteractionsNIER
New Ideas and Emerging Results
Naveen RamanUniversity of Maryland, College Park, Minxuan CaoCarnegie Mellon University, Yulia TsvetkovCarnegie Mellon University, Christian KaestnerCarnegie Mellon University, Bogdan VasilescuCarnegie Mellon University
Pre-print
15:50
8m
Talk
Enabling Good Work Habits in Software Developers through Reflective Goal-SettingJ1
Journal First
André N. MeyerUniversity of Zurich, Gail MurphyUniversity of British Columbia, Thomas ZimmermannMicrosoft Research, Thomas FritzUniversity of Zurich
Pre-print Media Attached