Will You Participate? Exploring the Potential of Robotics Competitions on Human-Centric Topics
2024 (English)In: Human-Computer Interaction - Thematic Area, HCI 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Proceedings, Springer Nature , 2024, p. 240-255Conference paper, Published paper (Refereed)
Abstract [en]
This paper presents findings from an exploratory needfinding study investigating the research current status and potential participation of the competitions on the robotics community towards four human-centric topics: safety, privacy, explainability, and federated learning. We conducted a survey with 34 participants across three distinguished European robotics consortia, nearly 60% of whom possessed over five years of research experience in robotics. Our qualitative and quantitative analysis revealed that current mainstream robotic researchers prioritize safety and explainability, expressing a greater willingness to invest in further research in these areas. Conversely, our results indicate that privacy and federated learning garner less attention and are perceived to have lower potential. Additionally, the study suggests a lack of enthusiasm within the robotics community for participating in competitions related to these topics. Based on these findings, we recommend targeting other communities, such as the machine learning community, for future competitions related to these four human-centric topics.
Place, publisher, year, edition, pages
Springer Nature , 2024. p. 240-255
Keywords [en]
explainability, federated learning, needfinding, privacy, Robotics, safety, survey
National Category
Computer Sciences Robotics and automation
Identifiers
URN: urn:nbn:se:kth:diva-350540DOI: 10.1007/978-3-031-60412-6_18ISI: 001283865000018Scopus ID: 2-s2.0-85195824006OAI: oai:DiVA.org:kth-350540DiVA, id: diva2:1884451
Conference
Human Computer Interaction thematic area of the 26th International Conference on Human-Computer Interaction, HCII 2024, Washington, United States of America, Jun 29 2024 - Jul 4 2024
Note
Part of ISBN 9783031604119
QC 20240716
2024-07-162024-07-162025-02-05Bibliographically approved