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  4. Automated Decision Making Systems in Smart Homes: A Study on User Engagement and Design
 
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2022
Conference Paper
Title

Automated Decision Making Systems in Smart Homes: A Study on User Engagement and Design

Abstract
Automated decision making (ADM) systems are in the center of smart home technologies. With the recent advancements within the fields of artificial intelligence (AI) and internet of things (IoT), ADM systems are becoming increasingly smart and arguably more comfortable and accurate in their automated decision making. However, there are still questions regarding the design of human-machine collaboration in the home. How exactly do users engage with smart technologies in their homes? How do they maintain control over their systems when something does not work as expected, and how can we design for co-performance between users and AI? Our research investigates such questions in the area of user engagement in automated decision making (ADM) systems in smart homes. In this paper, we outline first findings and perspectives from an ongoing literature study on this topic, which we intend to investigate further in our future work.
Author(s)
Jin, Lu
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Boden, Alexander  
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Shajalal, Md
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Mainwork
AutomationXP 2022. Engaging with Automation - Understanding and Designing for Operation, Appropriation, and Behaviour Change  
Project(s)
building GrEener and more sustainable soCieties by filling the Knowledge gap in social science and engineering to enable responsible artificial intelligence co-creatiOn  
Funding(s)
H2020  
Funder
Conference
Workshop on Engaging with Automation 2022  
Conference on Human Factors in Computing Systems 2022  
Link
Link
Language
English
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Keyword(s)
  • decision making system

  • home automation

  • human-centered AI

  • smart home

  • user engagement

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