Veröffentlichungen "Speith, Timo"

Artikel in einer Zeitschrift

Speith, Timo ; Crook, Barnaby ; Mann, Sara ; Schomäcker, Astrid ; Langer, Markus:
Conceptualizing understanding in explainable artificial intelligence (XAI) : an abilities-based approach.
In: Ethics and Information Technology. Bd. 26 (2024) Heft 2 . - 40.
ISSN 1572-8439
DOI: https://doi.org/10.1007/s10676-024-09769-3

Longo, Luca ; Brčić, Mario ; Cabitza, Federico ; Choi, Jaesik ; Confalonieri, Roberto ; Del Ser, Javier ; Guidotti, Riccardo ; Hayashi, Yoichi ; Herrera, Francisco ; Holzinger, Andreas ; Jiang, Richard ; Khosravi, Hassan ; Lecue, Freddy ; Malgieri, Gianclaudio ; Páez, Andrés ; Samek, Wojciech ; Schneider, Johannes ; Speith, Timo ; Stumpf, Simone:
Explainable Artificial Intelligence (XAI) 2.0 : A Manifesto of Open Challenges and Interdisciplinary Research Directions.
In: Information Fusion. Bd. 106 (2024) . - 102301.
ISSN 1566-2535
DOI: https://doi.org/10.1016/j.inffus.2024.102301

Chazette, Larissa ; Brunotte, Wasja ; Speith, Timo:
Explainable Software Systems : From Requirements Analysis to System Evaluation.
In: Requirements Engineering. Bd. 27 (14 November 2022) Heft 4 . - S. 457-487.
ISSN 1432-010X
DOI: https://doi.org/10.1007/s00766-022-00393-5

Baum, Kevin ; Mantel, Susanne ; Schmidt, Eva ; Speith, Timo:
From Responsibility to Reason-Giving Explainable Artificial Intelligence.
In: Philosophy & Technology. Bd. 35 (2022) . - 12.
ISSN 2210-5441
DOI: https://doi.org/10.1007/s13347-022-00510-w

Langer, Markus ; Oster, Daniel ; Speith, Timo ; Hermanns, Holger ; Kästner, Lena ; Schmidt, Eva ; Sesing, Andreas ; Baum, Kevin:
What do we want from Explainable Artificial Intelligence (XAI)? A stakeholder perspective on XAI and a conceptual model guiding interdisciplinary XAI research.
In: Artificial Intelligence. Bd. 296 (2021) . - 103473.
ISSN 0004-3702
DOI: https://doi.org/10.1016/j.artint.2021.103473

Langer, Markus ; Baum, Kevin ; König, Cornelius J. ; Hähne, Viviane ; Oster, Daniel ; Speith, Timo:
Spare me the details : How the type of information about automated interviews influences applicant reactions.
In: International Journal of Selection and Assessment. Bd. 29 (2021) Heft 2 . - S. 154-169.
ISSN 1468-2389
DOI: https://doi.org/10.1111/ijsa.12325

Aufsatz in einem Buch

Speith, Timo ; Steffen, Barbara:
Let's Talk AI with Philosophy and Computer Science Expert Timo Speith.
In: Steffen, Barbara ; Lee, Edward A. ; Steffen, Bernhard (Hrsg.): Let's Talk AI : Interdisciplinarity Is a Must. - Cham : Springer Nature Switzerland , 2026 . - S. 97-103 . - (Lecture Notes in Computer Science ; 15000 )
ISBN 978-3-032-09008-9
DOI: https://doi.org/10.1007/978-3-032-09008-9_11

Kerstan, Sophie ; Baum, Kevin ; Helfer, Thorsten ; Langer, Markus ; Schmidt, Eva ; Sesing-Wagenpfeil, Andreas ; Speith, Timo:
Responsible and Trusted AI : An Interdisciplinary Perspective (2025).
In: Steffen, Bernhard (Hrsg.): Bridging the Gap Between AI and Reality : Selected Papers. - Cham : Springer Nature Switzerland , 2026 . - S. 141-145 . - (Lecture Notes in Computer Science ; 16220 )
ISBN 978-3-032-07132-3
DOI: https://doi.org/10.1007/978-3-032-07132-3_9

Meinen, Lorenz ; Schomäcker, Astrid ; Wiedemann, Stefanie ; Hartmann, Markus ; Speith, Timo ; Kästner, Lena ; Kühl, Niklas ; Rückert, Christian:
Deepfakes in Criminal Investigations : Interdisciplinary Research Directions for CMC Research.
In: Fábián, Annamária ; Trost, Igor (Hrsg.): Impulses and Approaches to Computer-Mediated Communication : Proceedings of the 12th International Conference on Computer Mediated Communication and Social Media Corpora for the Humanities. - Bayreuth , 2025 . - S. 40-44
ISBN 978-3-00-085196-4

Speith, Timo ; Xu, Jing:
Explainability and Transparency in Practice : A Comparison Between Corporate and National AI Ethics Guidelines in Germany and China.
In: Calvaresi, Davide ; Najjar, Amro ; Omicini, Andrea ; Aydogan, Reyhan ; Carli, Rachele ; Ciatto, Giovanni ; Hulstijn, Joris ; Främling, Kary (Hrsg.): Explainable and Transparent AI and Multi-Agent Systems : 6th International Workshop, EXTRAAMAS 2024 ; Revised Selected Papers. - Cham, Switzerland : Springer Nature , 2024 . - S. 205-223 . - (Lecture Notes in Computer Science ; 14847 ) (Lecture Notes in Artificial Intelligence ; 14847)
ISBN 978-3-031-70074-3
DOI: https://doi.org/10.1007/978-3-031-70074-3_12

Speith, Timo ; Speith, Julian ; Becker, Steffen ; Zou, Yixin ; Biega, Asia ; Paar, Christof:
Explainability as a Requirement for Hardware: Introducing Explainable Hardware (XHW).
In: Liebel, Grischa ; Hadar, Irit ; Spoletini, Paola (Hrsg.): 2024 IEEE 32nd International Requirements Engineering Conference (RE). - Piscataway, NJ : IEEE , 2024 . - S. 354-362
ISBN 979-8-3503-9511-2
DOI: https://doi.org/10.1109/RE59067.2024.00042

Volland, Maximilian ; Speith, Timo:
A human-robot-interaction taxonomy for the robot rights debate.
In: Kurihara, Satoshi ; Kobayashi, Etsuko ; Tokhi, Mohammad Osman ; Ferreira, Maria Isabel Aldinhas ; Silva, Manuel F. (Hrsg.): Ethical, Legal and Social Issues for Symbiotic Society with AI and Robots : ICRES 2024 Proceedings. - Buckinghamshire, UK : CLAWAR Association Ltd. , 2024 . - S. 107-108
ISBN 978-1-7396142-2-5
DOI: https://doi.org/10.13180/icres.2024.29-31.07.010

Droste, Jakob ; Klös, Verena ; Schwammberger, Maike ; Speith, Timo:
International Workshop on Explainability Engineering (ExEn).
In: Droste, Jakob ; Klös, Verena ; Schwammberger, Maike ; Speith, Timo (Hrsg.): Proceedings of the 2024 Workshop on Explainability Engineering : ExEn '24. - New York, NY, USA : Association for Computing Machinery , 2024 . - vi-vii
ISBN 979-8-4007-0596-0

Baum, Kevin ; Helfer, Thorsten ; Langer, Markus ; Schmidt, Eva ; Sesing-Wagenpfeil, Andreas ; Speith, Timo:
Normative Perspectives on and Societal Implications of AI Systems.
In: Steffen, Bernhard (Hrsg.): Bridging the Gap Between AI and Reality : Proceedings. - Cham, Switzerland : Springer , 2024 . - S. 429-430 . - (Lecture Notes in Computer Science ; 14380 )
ISBN 978-3-031-46001-2

Speith, Timo:
Unlocking the Potential of Machine Ethics with Explainability.
In: Dastani, Mehdi ; Sichman, Jaime Simão ; Alechina, Natasha ; Dignum, Virginia (Hrsg.): Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. - Richland, SC : International Foundation for Autonomous Agents and Multiagent Systems , 2024 . - S. 2477-2479
ISBN 979-8-4007-0486-4
DOI: https://doi.org/10.5555/3635637.3663199

Deters, Hannah ; Droste, Jakob ; Hess, Anne ; Klös, Verena ; Schneider, Kurt ; Speith, Timo ; Vogelsang, Andreas:
The X Factor : On the Relationship between User eXperience and eXplainability.
In: Cajander, Åsa ; Wiberg, Mikael (Hrsg.): Proceedings of the 13th Nordic Conference on Human-Computer Interaction (NordiCHI '24). - New York, NY, USA : Association for Computing Machinery , 2024
ISBN 979-8-4007-0966-1
DOI: https://doi.org/10.1145/3679318.3685352

Speith, Timo ; Langer, Markus:
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI).
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE , 2023 . - S. 325-331
ISBN 979-8-3503-2691-8
DOI: https://doi.org/10.1109/REW57809.2023.00061

Crook, Barnaby ; Schlüter, Maximilian ; Speith, Timo:
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI).
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ : IEEE , 2023 . - S. 316-324
ISBN 979-8-3503-2691-8
DOI: https://doi.org/10.1109/REW57809.2023.00060

Mann, Sara ; Crook, Barnaby ; Kästner, Lena ; Schomäcker, Astrid ; Speith, Timo:
Sources of Opacity in Computer Systems : Towards a Comprehensive Taxonomy.
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE , 2023 . - S. 337-342
ISBN 979-8-3503-2691-8
DOI: https://doi.org/10.1109/REW57809.2023.00063

Droste, Jakob ; Klös, Verena ; Sadeghi, Mersedeh ; Schwammberger, Maike ; Speith, Timo:
Welcome to the Third International Workshop on Requirements Engineering for Explainable Systems (RE4ES).
In: Schneider, Kurt ; Dalpiaz, Fabiano ; Horkoff, Jennifer (Hrsg.): 2023 IEEE 31st International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE , 2023 . - S. 307-308
ISBN 979-8-3503-2691-8
DOI: https://doi.org/10.1109/REW57809.2023.00058

Speith, Timo:
How to Evaluate Explainability? : A Case for Three Criteria.
In: Knauss, Eric ; Mussbacher, Gunter ; Arora, Chetan ; Bano, Muneera ; Schneider, Jean-Guy (Hrsg.): 2022 IEEE 30th International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE , 2022 . - S. 92-97
ISBN 978-1-6654-6000-2
DOI: https://doi.org/10.1109/REW56159.2022.00024

Speith, Timo:
A Review of Taxonomies of Explainable Artificial Intelligence (XAI) Methods.
In: Isbell, Charles ; Lazar, Seth ; Oh, Alice ; Xiang, Alice (Hrsg.): 2022 5th ACM Conference on Fairness, Accountability, and Transparency. - New York, NY, USA : Association for Computing Machinery , 2022 . - S. 2239-2250
ISBN 978-1-4503-9352-2
DOI: https://doi.org/10.1145/3531146.3534639

Brunotte, Wasja ; Chazette, Larissa ; Klös, Verena ; Speith, Timo:
Quo Vadis, Explainability? : A Research Roadmap for Explainability Engineering.
In: Gervasi, Vincenzo ; Vogelsang, Andreas (Hrsg.): Requirements Engineering : Foundation for Software Quality. - Cham, Switzerland : Springer International Publishing , 2022 . - S. 26-32 . - (Lecture Notes in Computer Science ; 13216 )
ISBN 978-3-030-98463-2
DOI: https://doi.org/10.1007/978-3-030-98464-9_3

Langer, Markus ; Baum, Kevin ; Hartmann, Kathrin ; Hessel, Stefan ; Speith, Timo ; Wahl, Jonas:
Explainability Auditing for Intelligent Systems : A Rationale for Multi-Disciplinary Perspectives.
In: Yue, Tao ; Mirakhorli, Mehdi (Hrsg.): 2021 IEEE 29th International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE , 2021 . - S. 164-168
ISBN 978-1-6654-1898-0
DOI: https://doi.org/10.1109/REW53955.2021.00030

Chazette, Larissa ; Brunotte, Wasja ; Speith, Timo:
Exploring Explainability : A Definition, a Model, and a Knowledge Catalogue.
In: Moreira, Ana ; Schneider, Kurt ; Vierhauser, Michael ; Cleland-Huang, Jane (Hrsg.): 2021 IEEE 29th International Requirements Engineering Conference (RE). - Piscataway, NJ, USA : IEEE , 2021 . - S. 197-208
ISBN 978-1-6654-2856-9
DOI: https://doi.org/10.1109/RE51729.2021.00025

Brunotte, Wasja ; Chazette, Larissa ; Klös, Verena ; Knauss, Eric ; Speith, Timo ; Vogelsang, Andreas:
Welcome to the First International Workshop on Requirements Engineering for Explainable Systems (RE4ES).
In: Yue, Tao ; Mirakhorli, Mehdi (Hrsg.): 2021 IEEE 29th International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ, USA : IEEE , 2021 . - S. 157-158
ISBN 978-1-6654-1898-0
DOI: https://doi.org/10.1109/REW53955.2021.00028

Kästner, Lena ; Langer, Markus ; Lazar, Veronika ; Schomäcker, Astrid ; Speith, Timo ; Sterz, Sarah:
On the Relation of Trust and Explainability : Why to Engineer for Trustworthiness.
In: 2021 IEEE 29th International Requirements Engineering Conference Workshops (REW). - Piscataway, NJ : IEEE , 2021 . - S. 169-175
ISBN 978-1-6654-1898-0
DOI: https://doi.org/10.1109/REW53955.2021.00031

Köhl, Maximilian A. ; Baum, Kevin ; Langer, Markus ; Oster, Daniel ; Speith, Timo ; Bohlender, Dimitri:
Explainability as a Non-Functional Requirement.
In: Damian, Daniela ; Perini, Anna ; Lee, Seok-Won (Hrsg.): 2019 IEEE 27th International Requirements Engineering Conference (RE). - Piscataway, NJ, USA : IEEE , 2019 . - S. 363-368
ISBN 978-1-7281-3912-8
DOI: https://doi.org/10.1109/RE.2019.00046

Baum, Kevin ; Hermanns, Holger ; Speith, Timo:
Towards a Framework Combining Machine Ethics and Machine Explainability.
In: Finkbeiner, Bernd ; Kleinberg, Samantha (Hrsg.): Proceedings 3rd Workshop on Formal Reasoning about Causation, Responsibility, and Explanations in Science and Technology. - Sydney, NSW, AU : Open Publishing Association , 2019 . - S. 34-49 . - (EPTCS ; 286 )
DOI: https://doi.org/10.4204/EPTCS.286.4

Veranstaltungsbeitrag

Deck, Luca ; Schomäcker, Astrid ; Speith, Timo ; Schöffer, Jakob ; Kästner, Lena ; Kühl, Niklas:
Mapping the Potential of Explainable Artificial Intelligence (XAI) for Fairness Along the AI Lifecycle.
2024
Veranstaltung: Third European Workshop on Algorithmic Fairness (EWAF'24) , July 1-3, 2024 , Mainz, Germany.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Vortrag )
DOI: https://doi.org/10.48550/arXiv.2404.18736

Baum, Kevin ; Hermanns, Holger ; Speith, Timo:
From Machine Ethics to Machine Explainability and Back.
2018
Veranstaltung: International Symposium on Artificial Intelligence and Mathematics (ISAIM) , 3.-5. Jan. 2018 , Fort Lauderdale, FL, USA.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )

Dissertation

Speith, Timo:
Building Bridges for Better Machines: From Machine Ethics to Machine Explainability and Back.
Saarbrücken : Saarländische Universitäts-und Landesbibliothek , 2023
( Dissertation, 2023, Saarland University)
DOI: https://doi.org/10.22028/D291-40450