WAIN'21
Sun 30 - Mon 31 May 2021
co-located with ICSE 2021
Mon 31 May 2021 16:15 - 16:35 at WAIN Room - Session 6: Designing AI systems II Chair(s): Raghu Sangwan

Developers of AI-Intensive Systems—i.e., systems that involve both “traditional” software and Artificial Intelligence—are recognizing the need to organize development systematically and use engineered methods and tools. Since an AI-Intensive System (AIIS) relies heavily on software, it is expected that Software Engineering (SE) methods and tools can help. However, AIIS development differs from the development of “traditional” software systems in a few substantial aspects. Hence, traditional SE methods and tools are not suitable or sufficient by themselves and need to be adapted and extended. A quest for “SE for AI” methods and tools has started. We believe that, in this effort, we should learn from experience and avoid repeating some of the mistakes made in the quest for SE in past years. To this end, a fundamental instrument is a set of concepts and a notation to deal with AIIS and the problems that characterize their development processes. In this paper, we propose to describe AIIS via a notation that was proposed for SE and embeds a set of concepts that are suitable to represent AIIS as well. We demonstrate the usage of the notation by modeling some characteristics that are particularly relevant for AIIS.

Mon 31 May

Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

16:15 - 17:00
Session 6: Designing AI systems IIWAIN'21 at WAIN Room
Chair(s): Raghu Sangwan Pennsylvania State University
16:15
20m
Full-paper
Understanding and Modeling AI-Intensive System Development
WAIN'21
Luigi Lavazza Università degli Studi dell'Insubria, Sandro Morasca Università degli Studi dell'Insubria
Pre-print Media Attached
16:35
10m
Short-paper
Engineering an Intelligent Essay Scoring and Feedback System: An Experience Report
WAIN'21
Akriti Chadda , Raman Chandrasekar , Ian Gorton Northeastern University – Seattle, USA
Pre-print Media Attached
16:45
10m
Short-paper
Lessons Learned from Educating AI Engineers
WAIN'21
Petra Heck Fontys ICT
Pre-print Media Attached

Information for Participants
Mon 31 May 2021 16:15 - 17:00 at WAIN Room - Session 6: Designing AI systems II Chair(s): Raghu Sangwan
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