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ICSE 2022
Sun 8 - Fri 27 May 2022
Fri 13 May 2022 05:05 - 05:10 at ICSE room 2-odd hours - Software Architecture and Design 1 Chair(s): Daria Bogdanova
Fri 13 May 2022 11:10 - 11:15 at ICSE room 2-odd hours - Software Architecture and Design 3 Chair(s): Grace Lewis

Autonomous systems, like drones and self-driving cars, are becoming part of our daily lives. Multiple people interact with them, each one with their own expectations regarding system behaviour. To adapt system behaviour to human preferences, we propose a game-theoretic approach. In our architecture, autonomous systems use sensor data to build a game-theoretic model of their interaction with a human. In this model, human preferences are represented with types and a probability distribution over them. The game-theoretic analysis of this model outputs a strategy, that determines how the system should act to maximise utility, given its beliefs over human types. We showcase our approach in a search-and-rescue (SAR) scenario, with a robot in charge of locating victims. According to social psychology, depending on their identity some people are keen to helping others, and others prioritise their personal safety. These social identities define what a person favours, so we can map them directly to game-theoretic types. We show that our approach enables the SAR robot to take advantage of human collaboration, outperforming non-adaptive configurations in average number of successful evacuations.

Fri 13 May

Displayed time zone: Eastern Time (US & Canada) change

05:00 - 06:00
05:00
5m
Talk
Building Maintainable Software Using Abstraction Layering
Journal-First Papers
John Spray Datamars New Zealand, Roopak Sinha Auckland University of Technology, Arnab Sen Pingar New Zealand, Xingbin Cheng Datamars New Zealand
Link to publication Pre-print Media Attached
05:05
5m
Talk
What Do You Want From Me? Adapting Systems to the Uncertainty of Human Preferences
NIER - New Ideas and Emerging Results
Carlos Gavidia-Calderon The Open University, UK, Anastasia Kordoni Lancaster University (UK), Amel Bennaceur The Open University, Mark Levine Lancaster University, Bashar Nuseibeh The Open University (UK) & Lero (Ireland)
Pre-print Media Attached
05:10
5m
Talk
Guiding Peer-feedback in Learning Software Design using UML
SEET - Software Engineering Education and Training
Satrio Adi Rukmono Institut Teknologi Bandung, Michel Chaudron Eindhoven University of Technology, The Netherlands
Pre-print Media Attached
05:15
5m
Talk
Toward Among-Device AI from On-Device AI with Stream Pipelines
SEIP - Software Engineering in Practice
MyungJoo Ham Samsung Electronics, Sangjung Woo Samsung Electronics, Jaeyun Jung Samsung Electronics, Wook Song Samsung Electronics, Gichan Jang Samsung Electronics, Yongjoo Ahn Samsung Electronics, Hyoungjoo Ahn Samsung Electronics
Pre-print Media Attached
05:20
5m
Talk
Software Engineering for Responsible AI: An Empirical Study and Operationalised Patterns
SEIP - Software Engineering in Practice
Qinghua Lu CSIRO’s Data61, Liming Zhu CSIRO’s Data61; UNSW, Xiwei (Sherry) Xu CSIRO Data61, Jon Whittle CSIRO's Data61 and Monash University, David Douglas CSIRO, Conrad Sanderson CSIRO
Pre-print Media Attached
05:25
5m
Talk
Decision Models for Selecting Patterns and Strategies in Microservices Systems and their Evaluation by Practitioners
SEIP - Software Engineering in Practice
Muhammad Waseem Wuhan University, China, Peng Liang Wuhan University, China, Aakash_Ahmad , Mojtaba Shahin RMIT University, Australia, Arif Ali Khan University of Jyväskylä, Gaston Marquez Universidad Tecnica Federico Santa Maria
Pre-print Media Attached
11:00 - 12:00
Software Architecture and Design 3NIER - New Ideas and Emerging Results / Technical Track at ICSE room 2-odd hours
Chair(s): Grace Lewis Carnegie Mellon Software Engineering Institute
11:00
5m
Talk
A Case for Microservices Orchestration Using Workflow Engines
NIER - New Ideas and Emerging Results
Anas Nadeem North Dakota State University, USA, Muhammad Malik North Dakota State University
DOI Pre-print
11:05
5m
Talk
Terminals All the Way Down
NIER - New Ideas and Emerging Results
Michael MacInnis Carleton University, Canada, Olga Baysal Carleton University, Michele Lanza Software Institute - USI, Lugano
DOI Pre-print Media Attached
11:10
5m
Talk
What Do You Want From Me? Adapting Systems to the Uncertainty of Human Preferences
NIER - New Ideas and Emerging Results
Carlos Gavidia-Calderon The Open University, UK, Anastasia Kordoni Lancaster University (UK), Amel Bennaceur The Open University, Mark Levine Lancaster University, Bashar Nuseibeh The Open University (UK) & Lero (Ireland)
Pre-print Media Attached
11:15
5m
Talk
Just Enough, Just in Time, Just for "Me": Fundamental Principles for Engineering IoT-native Software Systems
NIER - New Ideas and Emerging Results
Zheng Li University of Concepción, Rajiv Ranjan Newcastle University
Pre-print Media Attached
11:20
5m
Talk
Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing
NIER - New Ideas and Emerging Results
Philipp Haindl Software Competence Center Hagenberg, Georg Buchgeher Software Competence Center Hagenberg, Maqbool Khan Software Competence Center Hagenberg, Bernhard Moser Software Competence Center Hagenberg
Pre-print Media Attached
11:25
5m
Talk
The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large
Technical Track
Sumon Biswas Carnegie Mellon University, Mohammad Wardat Dept. of Computer Science, Iowa State University, Hridesh Rajan Iowa State University
Pre-print Media Attached

Information for Participants
Info for room ICSE room 2-odd hours:

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