Koopmann, Björn and Trende, Alexander and Rothemann, Karina and Feeken, Linda and Suchan, Jakob and Johannmeyer, Daniela and Brück, Yvonne (2022) Challenges in Achieving Explainability for Cooperative Transportation Systems. In: 30th IEEE International Requirements Engineering Conference Workshops, REW 2022, pp. 114-119. IEEE. Second International Workshop on Requirements Engineering for Explainable Systems (RE4ES), 2022-08-15, Melbourne, Australien. doi: 10.1109/REW56159.2022.00028. ISBN 978-1-6654-6000-2. ISSN 1090-705X.
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Abstract
The anticipated presence of highly automated vehicles and intelligent infrastructure systems in urban traffic will yield new types of demand-driven mobility and value-added services. To provide these services, future transportation systems will consist of large-scale, cooperative ensembles of highly automated and connected systems that operate in mixed traffic and have to interact with human drivers and vulnerable road users while coordinately ensuring traffic efficiency and safety. We posit that the ability to explain processes and decisions is essential for such systems. Adequately addressing the needs of the involved actors will require that explainability and trust-worthiness are handled as core properties in the development of highly automated systems. To support explainability-driven design approaches, we identify a set of explainability challenges in the context of a large-scale ongoing endeavor on cooperative transportation and present approaches to target these challenges.
Item URL in elib: | https://elib.dlr.de/189296/ | ||||||||||||||||||||||||||||||||
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Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||||||||||||||
Title: | Challenges in Achieving Explainability for Cooperative Transportation Systems | ||||||||||||||||||||||||||||||||
Authors: |
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Date: | 20 October 2022 | ||||||||||||||||||||||||||||||||
Journal or Publication Title: | 30th IEEE International Requirements Engineering Conference Workshops, REW 2022 | ||||||||||||||||||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||||||||||||||||||
Open Access: | No | ||||||||||||||||||||||||||||||||
Gold Open Access: | No | ||||||||||||||||||||||||||||||||
In SCOPUS: | Yes | ||||||||||||||||||||||||||||||||
In ISI Web of Science: | Yes | ||||||||||||||||||||||||||||||||
DOI: | 10.1109/REW56159.2022.00028 | ||||||||||||||||||||||||||||||||
Page Range: | pp. 114-119 | ||||||||||||||||||||||||||||||||
Publisher: | IEEE | ||||||||||||||||||||||||||||||||
ISSN: | 1090-705X | ||||||||||||||||||||||||||||||||
ISBN: | 978-1-6654-6000-2 | ||||||||||||||||||||||||||||||||
Status: | Published | ||||||||||||||||||||||||||||||||
Keywords: | Explainability, Trustworthiness, Highly Automated Driving, Intelligent Transportation Systems | ||||||||||||||||||||||||||||||||
Event Title: | Second International Workshop on Requirements Engineering for Explainable Systems (RE4ES) | ||||||||||||||||||||||||||||||||
Event Location: | Melbourne, Australien | ||||||||||||||||||||||||||||||||
Event Type: | Workshop | ||||||||||||||||||||||||||||||||
Event Date: | 15 August 2022 | ||||||||||||||||||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||||||||||||||
HGF - Program: | Transport | ||||||||||||||||||||||||||||||||
HGF - Program Themes: | Road Transport | ||||||||||||||||||||||||||||||||
DLR - Research area: | Transport | ||||||||||||||||||||||||||||||||
DLR - Program: | V ST Straßenverkehr | ||||||||||||||||||||||||||||||||
DLR - Research theme (Project): | V - KoKoVI - Koordinierter kooperativer Verkehr mit verteilter, lernender Intelligenz | ||||||||||||||||||||||||||||||||
Location: | Oldenburg | ||||||||||||||||||||||||||||||||
Institutes and Institutions: | Institute of Systems Engineering for Future Mobility Institute of Systems Engineering for Future Mobility > Systems Theory and Design Institute of Systems Engineering for Future Mobility > Application and Evaluation | ||||||||||||||||||||||||||||||||
Deposited By: | Koopmann, Björn Philipp | ||||||||||||||||||||||||||||||||
Deposited On: | 09 Jan 2023 09:10 | ||||||||||||||||||||||||||||||||
Last Modified: | 24 Apr 2024 20:50 |
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