Write a Blog >>
ICSE 2020
Wed 24 June - Thu 16 July 2020
Sat 27 Jun 2020 17:05 - 17:20 at ICSSP-ICGSE - Session 3 Chair(s): Paul Clarke, Marco Gerosa, Fabio Calefato

Integrating machine learning components in software systems is a task more and more companies are confronted with. However, there is not much knowledge today on how the software development process needs to change, when such components are integrated into a software system. We performed an interview study with 16 participants, focusing on emerging and changing task. The results uncover a set of 25 tasks associated to different software development phases, such as requirements engineering or deployment. We are just starting to understand the implications of using machine-learning components on the software development process. This study allows some first insights into how widespread the required process changes are.

Sat 27 Jun
Times are displayed in time zone: (UTC) Coordinated Universal Time change

15:00 - 18:00: [Joint Event] - ICSSP/ICGSE - Session 3 at ICSSP-ICGSE
Chair(s): Paul Clarke, Marco GerosaNorthern Arizona University, Fabio CalefatoUniversity of Bari


ICGSE Theme: Onboarding and community evolution

ICSSP Theme: Machine Learning, AI and Microservices Architectures

icgse-2020--joint-event----icssp-icgse15:00 - 15:05
Day opening
Paolo TellIT University of Copenhagen, David RaffoPortland State University
icgse-2020-research-papers15:05 - 15:20
Research paper
Kumar AbhinavAccenture Labs, Gurpriya Kaur BhatiaIndraprastha Institute of Information Technology, Delhi, Alpana DubeyAccenture Labs, India, Sakshi JainAccenture, Nitish BhardwajAccenture Technology Labs
icgse-2020-journal-first15:20 - 15:35
icssp-2020-papers15:35 - 15:50
Bo WangUniversity of Southern California, Barry BoehmUniversity of Southern California
icssp-2020-papers15:50 - 16:05
Marian DaunUniversity of Duisburg-Essen, Jennifer BringsUniversity of Duisburg-Essen, Thorsten WeyerUniversity Koblenz-Landau
icssp-2020-papers16:05 - 16:20
James DominicClemson University, Charles RitterClemson University, Paige RodegheroClemson University
icgse-2020-icgse---experience-reports16:20 - 16:35
Experience report
Raquel CunhaSIDIA Institute of Science and Technology, Fernanda SouzaSIDIA Institute of Science and Technology, Franciney LimaSIDIA Institute of Science and Technology, Bruno BonifácioUniversidade Federal do Amazonas - UFAM
icgse-2020-icgse---experience-reports16:35 - 16:50
Experience report
Julian HartyCommercetest Limited
icssp-2020-papers16:50 - 17:05
Aiswarya MunappyChalmers University of Technology, David Issa MattosChalmers University of Technology, Jan Bosch, Helena Holmström OlssonMalmö University, Anas DakkakEricsson
icssp-2020-papers17:05 - 17:20
Hanyan LiuChalmers | University of Gothenburg, Samuel EksmoChalmers | University of Gothenburg, Johan RisbergIBM Sweden, Regina HebigUniversity of Gothenburg
icssp-2020-papers17:20 - 17:35
Meenu Mary JohnMalmö University, Helena Holmström OlssonMalmö University, Jan Bosch