CSER 2022 Fall will be held on November 14th at Toronto Metropolitan University (TMU), Toronto (63 Gould Street - Oakham Lounge - it is on the 2nd floor), co-located with CASCON 2022.
The event will be from 8:30 a.m. to 6 pm (Eastern time) on November 14th, 2022. Click on the Registration link at the left to find out how to register, and click on the Program link to see the program.
CSER meetings seek to motivate engaging discussions among faculty, graduate students and industry participants about software engineering research in a broad sense, as well as the intersection between software engineering, other areas of computer science, and other disciplines.
Abstract: In recent years, Artificial Intelligence (AI), especially machine learning (ML) and deep learning (DL), has been advancing rapidly both in research and practice. Unlike traditional software systems, which are programmed based on deterministic rules (e.g., if/else), the DL models within AI-based systems are constructed in a stochastic way due to the underlying DL algorithms and constant changing of the data and the environment. In this talk, I will first briefly survey the state-of-art practices in engineering AI systems. Then I will talk about some of our current research work done in this area (e.g., reproducibility of AI models, analysis of data licenses, and consistency of the interpretations of AI models). Finally, I will present some of the open challenges in engineering AI systems and potential areas where academia and industry can collaborate.
Bio: Dr. Zhen Ming (Jack) Jiang is an associate professor at the Department of Electrical Engineering and Computer Science, York University in Toronto, Canada. His research interests lie within software engineering and computer systems, with special interests in software performance engineering, software analytics, source code analysis, software architectural recovery, software visualizations, and debugging and monitoring of distributed systems. Some of his research results are already adopted and used in practice on a daily basis. He is the cofounder of the annually held International Workshop on Load Testing and Benchmarking of Software Systems (LTB). He received several Best Paper Awards including ICST 2016, ICSE 2015 (SEIP track), ICSE 2013, and WCRE 2011. He is the receipt of 2020 NSERC Discovery Accelerator Supplements (DAS) and 2021 CSCAN/InfoCAN Outstanding Early Career Computer Science Researcher Award. More information at: http://www.cse.yorku.ca/∼zmjiang
Abstract: Having been involved in Connected Health research for over a decade, I have seen many technologies implemented in public and private healthcare environments. From early on, it was clear that technology is only one component (and sometimes a lesser component) of connected health implementation! But, this is not always clear to people who see technology as a solution to ‘their’ problem. Without consideration and inclusion of the other four
components – healthcare pathways, regulations and standards, people, and data – it is very
unlikely that Patient-centred healthcare can be successfully delivered through the technology
implementation. My thesis is that the importance of each of the 5 components cannot be
underestimated, and therefore, each must be considered when implementing Connected
Health solutions in practice.
Elaborating on these components and their importance, and recognising that there must also
be integration between them, I will discuss research projects in which I have been involved,
many with healthcare professionals, based mostly in Ireland. Examples will be taken from the
interdisciplinary environment in which I carry out research.
Bio: Prof Ita Richardson is Professor of Software Quality in the
Department of Computer Science and Information Systems at the
University of Limerick, a Co-Principal Investigator in Lero – the
Science Foundation Ireland Research Centre for Software, and a
Principal Investigator in the Ageing Research Centre in UL. She
leads projects on Connected Health, Global Software Engineering,
and Gender issues in STEM. Ita has over 200 publications, has
supervised 21 PhD students to completion and is currently
supervising 3 PhD students. She has received funding for her research from a variety of
agencies including Science Foundation Ireland, Irish Research Council, European Union and
Enterprise Ireland. Her collaborators have included IBM, Ocuco and Johnson & Johnson,
and public bodies such as University Hospital Limerick Group and the Irish Health Service
Executive. She led the University of Limerick Equality and Human Rights portfolio from
2017-2020. Website: Ita Richardson | Lero
Ita is currently on sabbatical in the University of Ottawa, conducting research on Connected
Health solutions in the Community.
We invite you to contribute by sending your proposals for:
CSER does not publish proceedings in order to keep presentations informal and speculative.
TBA
Regitration is avialable on the following eventbrite form: registration form.