Team > Dr. Timo Speith
Dr. Timo Speith
Faculty of Cultural Studies
Professorship for Philosophy, Computer Science and Artificial Intelligence
I am fixed-term lecturer at the chair for Philosophy, Computer Science and Artificial Intelligence. Previously, I studied philosophy (B.A.) and computer science (M.Sc.) at Saarland University, where I also did my doctoral studies in philosophy. My current research focusses on machine ethics and machine explainability with respect to already available (non-sci-fi) AI systems. I am also interested in ancient philosophy and the philosophy of science.
For my current and past courses, please see the P&E intranet.
Faculty of Cultural Studies
Professorship for Philosophy, Computer Science and Artificial Intelligence
Publications
2024
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 Li ...
2024
doi:10.48550/arXiv.2404.18736 ...
Third European Workshop on Algorithmic Fairness (EWAF'24), Mainz, Germany
Speith, Timo; Crook, Barnaby; Mann, Sara; Schomäcker, Astrid; Langer, Markus
Conceptualizing understanding in explainable artificial intelligence (XAI) : an abilities-based ...
in Ethics and Information Technology volume 26 (2024) issue 2
doi:10.15495/EPub_UBT_00007998 ...
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 Interdiscipl ...
in Information Fusion volume 106 (2024)
doi:10.1016/j.inffus.2024.102301 ...
2023
Speith, Timo
Building Bridges for Better Machines: From Machine Ethics to Machine Explainability and Back
Saarbrücken, Saarländische Universitäts-und Landesbibliothek, 2023
doi:10.22028/D291-40450 ...
(dissertation, ,
)
Speith, Timo; Langer, Markus
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI)
2023 IEEE 31st International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2023. - page 325-331
doi:10.1109/REW57809.2023.00061 ...
Crook, Barnaby; Schlüter, Maximilian; Speith, Timo
Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI ...
2023 IEEE 31st International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ : IEEE, 2023. - page 316-324
doi: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
2023 IEEE 31st International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2023. - page 337-342
doi: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 ...
2023 IEEE 31st International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2023. - page 307-308
doi:10.1109/REW57809.2023.00058 ...
2022
Chazette, Larissa; Brunotte, Wasja; Speith, Timo
Explainable Software Systems : From Requirements Analysis to System Evaluation
in Requirements Engineering volume 27 (2022) issue 4. - page 457-487
doi:10.1007/s00766-022-00393-5 ...
Speith, Timo
How to Evaluate Explainability? : A Case for Three Criteria
2022 IEEE 30th International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2022. - page 92-97
doi:10.1109/REW56159.2022.00024 ...
Speith, Timo
A Review of Taxonomies of Explainable Artificial Intelligence (XAI) Methods
2022 5th ACM Conference on Fairness, Accountability, and Transparency
New York, NY, USA : Association for Computing Machinery, 2022. - page 2239-2250
doi:10.1145/3531146.3534639 ...
Baum, Kevin; Mantel, Susanne; Schmidt, Eva; Speith, Timo
From Responsibility to Reason-Giving Explainable Artificial Intelligence
in Philosophy & Technology volume 35 (2022) issue 1
doi:10.1007/s13347-022-00510-w ...
Brunotte, Wasja; Chazette, Larissa; Klös, Verena; Speith, Timo
Quo Vadis, Explainability? : A Research Roadmap for Explainability Engineering
Requirements Engineering : Foundation for Software Quality
Cham, Switzerland : Springer International Publishing, 2022. - page 26-32 . - (Lecture Notes in Computer Science; 13216)
doi:10.1007/978-3-030-98464-9_3 ...
2021
Langer, Markus; Baum, Kevin; Hartmann, Kathrin; Hessel, Stefan; Speith, Timo; Wahl, Jonas
Explainability Auditing for Intelligent Systems : A Rationale for Multi-Disciplinary Perspectiv ...
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2021. - page 164-168
doi:10.1109/REW53955.2021.00030 ...
Chazette, Larissa; Brunotte, Wasja; Speith, Timo
Exploring Explainability : A Definition, a Model, and a Knowledge Catalogue
2021 IEEE 29th International Requirements Engineering Conference (RE)
Piscataway, NJ, USA : IEEE, 2021. - page 197-208
doi: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 ...
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ, USA : IEEE, 2021. - page 157-158
doi: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
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)
Piscataway, NJ : IEEE, 2021. - page 169-175
doi:10.1109/REW53955.2021.00031 ...
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 XA ...
in Artificial Intelligence volume 296 (2021)
doi: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 applic ...
in International Journal of Selection and Assessment volume 29 (2021) issue 2. - page 154-169
doi:10.1111/ijsa.12325 ...
2019
Köhl, Maximilian A.; Baum, Kevin; Langer, Markus; Oster, Daniel; Speith, Timo; Bohlender, Dimitri
Explainability as a Non-Functional Requirement
2019 IEEE 27th International Requirements Engineering Conference (RE)
Piscataway, NJ, USA : IEEE, 2019. - page 363-368
doi:10.1109/RE.2019.00046 ...
Baum, Kevin; Hermanns, Holger; Speith, Timo
Towards a Framework Combining Machine Ethics and Machine Explainability
Proceedings 3rd Workshop on Formal Reasoning about Causation, Responsibility, and Explanations in Science and Technology
Sydney, NSW, AU : Open Publishing Association, 2019. - page 34-49 . - (EPTCS; 286)
doi:10.4204/EPTCS.286.4 ...
2018
Baum, Kevin; Hermanns, Holger; Speith, Timo
From Machine Ethics to Machine Explainability and Back
International Symposium on Artificial Intelligence and Mathematics
Fort Lauderdale, FL, USA : International Symposium on Artificial Intelligence and Mathematics, 2018. - page 1-8
https://www.powver.org/publications/TechRepRep/ERC ...
International Symposium on Artificial Intelligence and Mathematics (ISAIM), Fort Lauderdale, FL, USA
Faculty of Cultural Studies
Professorship for Philosophy, Computer Science and Artificial Intelligence
Dr. Timo Speith
Lecturer
Office
Building GW II, room 02.25
Universität Bayreuth
Universitätsstr. 30
D-95447 Bayreuth
Postal address
Universität Bayreuth
Institut für Philosophie
D-95440 Bayreuth
Phone: ++49 (0)921 / 55-4152
E-mail: timo.speith@uni-bayreuth.de
Office hours: by appointment