16 Publications
2025 | Journal Article | LibreCat-ID: 61156 | 
Forms of Understanding for XAI-Explanations
H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J.B. Fisher, A. Groß, I. Horwath, N. Klowait, S.T. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, Cognitive Systems Research 94 (2025).
LibreCat
| Files available
| DOI
| Download (ext.)
H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J.B. Fisher, A. Groß, I. Horwath, N. Klowait, S.T. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, Cognitive Systems Research 94 (2025).
2024 | Journal Article | LibreCat-ID: 56190
Can AI explain AI? Interactive co-construction of explanations among human and artificial agents
N. Klowait, M. Erofeeva, M. Lenke, I. Horwath, H. Buschmeier, Discourse & Communication 18 (2024) 917–930.
LibreCat
| Files available
| DOI
N. Klowait, M. Erofeeva, M. Lenke, I. Horwath, H. Buschmeier, Discourse & Communication 18 (2024) 917–930.
2023 | Book Chapter | LibreCat-ID: 48643
Case Study III: Challenges of lightweight design, vehicles, and rescuers
E.F. Akbulut Irmak, H. Hanses, I. Horwath, T. Tröster, in: Climate Protection, Resource Efficiency, and Sustainable Engineering, transcript Verlag, Bielefeld, Germany, 2023.
LibreCat
| DOI
E.F. Akbulut Irmak, H. Hanses, I. Horwath, T. Tröster, in: Climate Protection, Resource Efficiency, and Sustainable Engineering, transcript Verlag, Bielefeld, Germany, 2023.
2023 | Book Chapter | LibreCat-ID: 48642
Case Study III: Challenges of lightweight design, vehicles, and rescuers
E.F. Akbulut Irmak, H. Hanses, I. Horwath, T. Tröster, in: I. Horwath, S. Schweizer (Eds.), Climate Protection, Resource Efficiency, and Sustainable Engineering, transcript Verlag, Bielefeld, Germany, 2023.
LibreCat
| DOI
E.F. Akbulut Irmak, H. Hanses, I. Horwath, T. Tröster, in: I. Horwath, S. Schweizer (Eds.), Climate Protection, Resource Efficiency, and Sustainable Engineering, transcript Verlag, Bielefeld, Germany, 2023.
2023 | Book Chapter | LibreCat-ID: 34165
Challenges of lightweight design, vehicles, and rescuers
H. Hanses, E.F. Akbulut Irmak, I. Horwath, T. Tröster, in: I. Horwath, S. Schweizer (Eds.), Climate Protection, Resource Efficiency, and Sustainable Engineering. Transdisciplinary Approaches to Design and Manufacturing Technology, 1st ed., transcript Verlag, Bielefeld, n.d.
LibreCat
H. Hanses, E.F. Akbulut Irmak, I. Horwath, T. Tröster, in: I. Horwath, S. Schweizer (Eds.), Climate Protection, Resource Efficiency, and Sustainable Engineering. Transdisciplinary Approaches to Design and Manufacturing Technology, 1st ed., transcript Verlag, Bielefeld, n.d.
2022 | Conference Paper | LibreCat-ID: 51752
(De)Coding social practice in the field of XAI: Towards a co-constructive framework of explanations and understanding between lay users and algorithmic systems
J. Finke, I. Horwath, T. Matzner, C. Schulz, in: Artificial Intelligence in HCI, Springer International Publishing , Cham, 2022, pp. 149–160.
LibreCat
| DOI
J. Finke, I. Horwath, T. Matzner, C. Schulz, in: Artificial Intelligence in HCI, Springer International Publishing , Cham, 2022, pp. 149–160.
2022 | Conference Paper | LibreCat-ID: 39639
(De)Coding Social Practice in the Field of XAI: Towards a Co-constructive Framework of Explanations and Understanding Between Lay Users and Algorithmic Systems
J. Finke, I. Horwath, T. Matzner, C. Schulz, in: Artificial Intelligence in HCI, Springer International Publishing, Cham, 2022, pp. 149–160.
LibreCat
| DOI
J. Finke, I. Horwath, T. Matzner, C. Schulz, in: Artificial Intelligence in HCI, Springer International Publishing, Cham, 2022, pp. 149–160.
2022 | Book Chapter | LibreCat-ID: 39638
Algorithmen, KI und soziale Diskriminierung
I. Horwath, in: K. Schnegg, J. Tschuggnall, C. Voithofer , M. Auer (Eds.), Inter- und multidisziplinäre Perspektiven der Geschlechterforschung, 1st ed., innsbruck university press, Innsbruck, 2022, pp. 71–101.
LibreCat
I. Horwath, in: K. Schnegg, J. Tschuggnall, C. Voithofer , M. Auer (Eds.), Inter- und multidisziplinäre Perspektiven der Geschlechterforschung, 1st ed., innsbruck university press, Innsbruck, 2022, pp. 71–101.
2022 | Book Chapter | LibreCat-ID: 39637
Waschen, Warten, Wege ebnen. Ambivalente Fürsorge und der männliche Heldenmythos in der Feuerwehr
I. Horwath, M. Kastein, J. Finke, in: M. Kastein, L. Weber (Eds.), Care-Arbeit und Gender in der digitalen Transformation, 1st ed., Juventa Verlag, Weinheim, 2022, pp. 119–134.
LibreCat
I. Horwath, M. Kastein, J. Finke, in: M. Kastein, L. Weber (Eds.), Care-Arbeit und Gender in der digitalen Transformation, 1st ed., Juventa Verlag, Weinheim, 2022, pp. 119–134.
2022 | Conference Paper | LibreCat-ID: 33803
OPERATIONAL AND DEMAND-ORIENTED FIREFIGHTING EQUIPMENT
H. Hanses, I. Horwath, in: S.K. Kourkoulis (Ed.), Conference Proceedings 38th Danubia Adria Symposium on Advances in Experimental Mechanics, 2022.
LibreCat
H. Hanses, I. Horwath, in: S.K. Kourkoulis (Ed.), Conference Proceedings 38th Danubia Adria Symposium on Advances in Experimental Mechanics, 2022.
2022 | Conference Abstract | LibreCat-ID: 32871
Advanced Automotive Components by Fiber-Metal-Laminates
M. Triebus, M. Ostermann, T. Tröster, I. Horwath, in: Materials in Car Body Engineering - Bad Nauheim, 2022.
LibreCat
M. Triebus, M. Ostermann, T. Tröster, I. Horwath, in: Materials in Car Body Engineering - Bad Nauheim, 2022.
2021 | Journal Article | LibreCat-ID: 24456 |
Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems
K.J. Rohlfing, P. Cimiano, I. Scharlau, T. Matzner, H.M. Buhl, H. Buschmeier, E. Esposito, A. Grimminger, B. Hammer, R. Haeb-Umbach, I. Horwath, E. Hüllermeier, F. Kern, S. Kopp, K. Thommes, A.-C. Ngonga Ngomo, C. Schulte, H. Wachsmuth, P. Wagner, B. Wrede, IEEE Transactions on Cognitive and Developmental Systems 13 (2021) 717–728.
LibreCat
| Files available
| DOI
K.J. Rohlfing, P. Cimiano, I. Scharlau, T. Matzner, H.M. Buhl, H. Buschmeier, E. Esposito, A. Grimminger, B. Hammer, R. Haeb-Umbach, I. Horwath, E. Hüllermeier, F. Kern, S. Kopp, K. Thommes, A.-C. Ngonga Ngomo, C. Schulte, H. Wachsmuth, P. Wagner, B. Wrede, IEEE Transactions on Cognitive and Developmental Systems 13 (2021) 717–728.
2021 | Conference Paper | LibreCat-ID: 28415
PROJECT FOR THE DEVELOPMENT OF OPERATIONAL AND DEMAND-ORIENTED FIREFIGHTING EQUIPMENT
H. Hanses, I. Horwath, in: H.J. Holl (Ed.), Book of Abstracts 37th Danubia Adria Symposium on Advances in Experimental Mechanics, 2021.
LibreCat
H. Hanses, I. Horwath, in: H.J. Holl (Ed.), Book of Abstracts 37th Danubia Adria Symposium on Advances in Experimental Mechanics, 2021.
2021 | Journal Article | LibreCat-ID: 24901
Ethical Considerations of Applying Robots in Kindergarten Settings: Towards an Approach from a Macroperspective
N.F. Tolksdorf, S. Siebert, I. Zorn, I. Horwath, K.J. Rohlfing, International Journal of Social Robotics (2021) 129–140.
LibreCat
| DOI
N.F. Tolksdorf, S. Siebert, I. Zorn, I. Horwath, K.J. Rohlfing, International Journal of Social Robotics (2021) 129–140.
2018 | Conference Paper | LibreCat-ID: 16052
FROM EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS IN LIGHTWEIGHT ENGINEERING
I. Horwath, S. Dohmeier-Fischer, N. Weiß-Borkowski, T. Tröster, in: INTED2018 Proceedings, 2018.
LibreCat
| DOI
I. Horwath, S. Dohmeier-Fischer, N. Weiß-Borkowski, T. Tröster, in: INTED2018 Proceedings, 2018.
2018 | Conference Paper | LibreCat-ID: 16054
NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT DESIGN BY COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH
N. Weiß-Borkowski, I. Horwath, A. Berscheid, S. Dohmeier-Fischer, T. Tröster, in: INTED2018 Proceedings, 2018.
LibreCat
| DOI
N. Weiß-Borkowski, I. Horwath, A. Berscheid, S. Dohmeier-Fischer, T. Tröster, in: INTED2018 Proceedings, 2018.
16 Publications
2025 | Journal Article | LibreCat-ID: 61156 |
Forms of Understanding for XAI-Explanations
H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J.B. Fisher, A. Groß, I. Horwath, N. Klowait, S.T. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, Cognitive Systems Research 94 (2025).
LibreCat
| Files available
| DOI
| Download (ext.)
H. Buschmeier, H.M. Buhl, F. Kern, A. Grimminger, H. Beierling, J.B. Fisher, A. Groß, I. Horwath, N. Klowait, S.T. Lazarov, M. Lenke, V. Lohmer, K. Rohlfing, I. Scharlau, A. Singh, L. Terfloth, A.-L. Vollmer, Y. Wang, A. Wilmes, B. Wrede, Cognitive Systems Research 94 (2025).
2024 | Journal Article | LibreCat-ID: 56190
Can AI explain AI? Interactive co-construction of explanations among human and artificial agents
N. Klowait, M. Erofeeva, M. Lenke, I. Horwath, H. Buschmeier, Discourse & Communication 18 (2024) 917–930.
LibreCat
| Files available
| DOI
N. Klowait, M. Erofeeva, M. Lenke, I. Horwath, H. Buschmeier, Discourse & Communication 18 (2024) 917–930.
2023 | Book Chapter | LibreCat-ID: 48643
Case Study III: Challenges of lightweight design, vehicles, and rescuers
E.F. Akbulut Irmak, H. Hanses, I. Horwath, T. Tröster, in: Climate Protection, Resource Efficiency, and Sustainable Engineering, transcript Verlag, Bielefeld, Germany, 2023.
LibreCat
| DOI
E.F. Akbulut Irmak, H. Hanses, I. Horwath, T. Tröster, in: Climate Protection, Resource Efficiency, and Sustainable Engineering, transcript Verlag, Bielefeld, Germany, 2023.
2023 | Book Chapter | LibreCat-ID: 48642
Case Study III: Challenges of lightweight design, vehicles, and rescuers
E.F. Akbulut Irmak, H. Hanses, I. Horwath, T. Tröster, in: I. Horwath, S. Schweizer (Eds.), Climate Protection, Resource Efficiency, and Sustainable Engineering, transcript Verlag, Bielefeld, Germany, 2023.
LibreCat
| DOI
E.F. Akbulut Irmak, H. Hanses, I. Horwath, T. Tröster, in: I. Horwath, S. Schweizer (Eds.), Climate Protection, Resource Efficiency, and Sustainable Engineering, transcript Verlag, Bielefeld, Germany, 2023.
2023 | Book Chapter | LibreCat-ID: 34165
Challenges of lightweight design, vehicles, and rescuers
H. Hanses, E.F. Akbulut Irmak, I. Horwath, T. Tröster, in: I. Horwath, S. Schweizer (Eds.), Climate Protection, Resource Efficiency, and Sustainable Engineering. Transdisciplinary Approaches to Design and Manufacturing Technology, 1st ed., transcript Verlag, Bielefeld, n.d.
LibreCat
H. Hanses, E.F. Akbulut Irmak, I. Horwath, T. Tröster, in: I. Horwath, S. Schweizer (Eds.), Climate Protection, Resource Efficiency, and Sustainable Engineering. Transdisciplinary Approaches to Design and Manufacturing Technology, 1st ed., transcript Verlag, Bielefeld, n.d.
2022 | Conference Paper | LibreCat-ID: 51752
(De)Coding social practice in the field of XAI: Towards a co-constructive framework of explanations and understanding between lay users and algorithmic systems
J. Finke, I. Horwath, T. Matzner, C. Schulz, in: Artificial Intelligence in HCI, Springer International Publishing , Cham, 2022, pp. 149–160.
LibreCat
| DOI
J. Finke, I. Horwath, T. Matzner, C. Schulz, in: Artificial Intelligence in HCI, Springer International Publishing , Cham, 2022, pp. 149–160.
2022 | Conference Paper | LibreCat-ID: 39639
(De)Coding Social Practice in the Field of XAI: Towards a Co-constructive Framework of Explanations and Understanding Between Lay Users and Algorithmic Systems
J. Finke, I. Horwath, T. Matzner, C. Schulz, in: Artificial Intelligence in HCI, Springer International Publishing, Cham, 2022, pp. 149–160.
LibreCat
| DOI
J. Finke, I. Horwath, T. Matzner, C. Schulz, in: Artificial Intelligence in HCI, Springer International Publishing, Cham, 2022, pp. 149–160.
2022 | Book Chapter | LibreCat-ID: 39638
Algorithmen, KI und soziale Diskriminierung
I. Horwath, in: K. Schnegg, J. Tschuggnall, C. Voithofer , M. Auer (Eds.), Inter- und multidisziplinäre Perspektiven der Geschlechterforschung, 1st ed., innsbruck university press, Innsbruck, 2022, pp. 71–101.
LibreCat
I. Horwath, in: K. Schnegg, J. Tschuggnall, C. Voithofer , M. Auer (Eds.), Inter- und multidisziplinäre Perspektiven der Geschlechterforschung, 1st ed., innsbruck university press, Innsbruck, 2022, pp. 71–101.
2022 | Book Chapter | LibreCat-ID: 39637
Waschen, Warten, Wege ebnen. Ambivalente Fürsorge und der männliche Heldenmythos in der Feuerwehr
I. Horwath, M. Kastein, J. Finke, in: M. Kastein, L. Weber (Eds.), Care-Arbeit und Gender in der digitalen Transformation, 1st ed., Juventa Verlag, Weinheim, 2022, pp. 119–134.
LibreCat
I. Horwath, M. Kastein, J. Finke, in: M. Kastein, L. Weber (Eds.), Care-Arbeit und Gender in der digitalen Transformation, 1st ed., Juventa Verlag, Weinheim, 2022, pp. 119–134.
2022 | Conference Paper | LibreCat-ID: 33803
OPERATIONAL AND DEMAND-ORIENTED FIREFIGHTING EQUIPMENT
H. Hanses, I. Horwath, in: S.K. Kourkoulis (Ed.), Conference Proceedings 38th Danubia Adria Symposium on Advances in Experimental Mechanics, 2022.
LibreCat
H. Hanses, I. Horwath, in: S.K. Kourkoulis (Ed.), Conference Proceedings 38th Danubia Adria Symposium on Advances in Experimental Mechanics, 2022.
2022 | Conference Abstract | LibreCat-ID: 32871
Advanced Automotive Components by Fiber-Metal-Laminates
M. Triebus, M. Ostermann, T. Tröster, I. Horwath, in: Materials in Car Body Engineering - Bad Nauheim, 2022.
LibreCat
M. Triebus, M. Ostermann, T. Tröster, I. Horwath, in: Materials in Car Body Engineering - Bad Nauheim, 2022.
2021 | Journal Article | LibreCat-ID: 24456 |
Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems
K.J. Rohlfing, P. Cimiano, I. Scharlau, T. Matzner, H.M. Buhl, H. Buschmeier, E. Esposito, A. Grimminger, B. Hammer, R. Haeb-Umbach, I. Horwath, E. Hüllermeier, F. Kern, S. Kopp, K. Thommes, A.-C. Ngonga Ngomo, C. Schulte, H. Wachsmuth, P. Wagner, B. Wrede, IEEE Transactions on Cognitive and Developmental Systems 13 (2021) 717–728.
LibreCat
| Files available
| DOI
K.J. Rohlfing, P. Cimiano, I. Scharlau, T. Matzner, H.M. Buhl, H. Buschmeier, E. Esposito, A. Grimminger, B. Hammer, R. Haeb-Umbach, I. Horwath, E. Hüllermeier, F. Kern, S. Kopp, K. Thommes, A.-C. Ngonga Ngomo, C. Schulte, H. Wachsmuth, P. Wagner, B. Wrede, IEEE Transactions on Cognitive and Developmental Systems 13 (2021) 717–728.
2021 | Conference Paper | LibreCat-ID: 28415
PROJECT FOR THE DEVELOPMENT OF OPERATIONAL AND DEMAND-ORIENTED FIREFIGHTING EQUIPMENT
H. Hanses, I. Horwath, in: H.J. Holl (Ed.), Book of Abstracts 37th Danubia Adria Symposium on Advances in Experimental Mechanics, 2021.
LibreCat
H. Hanses, I. Horwath, in: H.J. Holl (Ed.), Book of Abstracts 37th Danubia Adria Symposium on Advances in Experimental Mechanics, 2021.
2021 | Journal Article | LibreCat-ID: 24901
Ethical Considerations of Applying Robots in Kindergarten Settings: Towards an Approach from a Macroperspective
N.F. Tolksdorf, S. Siebert, I. Zorn, I. Horwath, K.J. Rohlfing, International Journal of Social Robotics (2021) 129–140.
LibreCat
| DOI
N.F. Tolksdorf, S. Siebert, I. Zorn, I. Horwath, K.J. Rohlfing, International Journal of Social Robotics (2021) 129–140.
2018 | Conference Paper | LibreCat-ID: 16052
FROM EMPOWERMENT TO INNOVATION: INTER- AND TRANSDISCIPLINARY RESEARCH METHODS IN LIGHTWEIGHT ENGINEERING
I. Horwath, S. Dohmeier-Fischer, N. Weiß-Borkowski, T. Tröster, in: INTED2018 Proceedings, 2018.
LibreCat
| DOI
I. Horwath, S. Dohmeier-Fischer, N. Weiß-Borkowski, T. Tröster, in: INTED2018 Proceedings, 2018.
2018 | Conference Paper | LibreCat-ID: 16054
NEW APPROACHES IN LIGHTWEIGHT DESIGN: V-MODEL OF LIGHTWEIGHT DESIGN BY COMPOSITES AS AN APPROACH OF INTER- AND TRANSDISCIPLINARY RESEARCH
N. Weiß-Borkowski, I. Horwath, A. Berscheid, S. Dohmeier-Fischer, T. Tröster, in: INTED2018 Proceedings, 2018.
LibreCat
| DOI
N. Weiß-Borkowski, I. Horwath, A. Berscheid, S. Dohmeier-Fischer, T. Tröster, in: INTED2018 Proceedings, 2018.