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Challenges in Achieving Explainability for Cooperative Transportation Systems

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/
Document Type:Conference or Workshop Item (Speech)
Title:Challenges in Achieving Explainability for Cooperative Transportation Systems
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Koopmann, BjörnUNSPECIFIEDhttps://orcid.org/0000-0003-1982-8396UNSPECIFIED
Trende, AlexanderUNSPECIFIEDhttps://orcid.org/0000-0001-7690-0679UNSPECIFIED
Rothemann, KarinaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Feeken, LindaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Suchan, JakobUNSPECIFIEDhttps://orcid.org/0000-0002-1356-3297UNSPECIFIED
Johannmeyer, DanielaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Brück, YvonneUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
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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