Digitalization/AI
The research area 'Digitalization/AI' addresses the integration of digital technologies and intelligent systems in various aspects of science, business and society. The projects in the profile area 'Digitalization/AI' reflect the interdisciplinary nature of the topic and deal with the various effects, opportunities and obstacles of digitalization and artificial intelligence - which is now indispensable. Different facets, such as society, governance, science and ethics, are examined.
Prof. Dr. Huw Price, who was Bertrand Russel Professor of Philosophy at the University of Cambridge until 2020, supports our profile area 'Digitization/ AI' as one of our Distinguished Emeritus Professors1. He is considered one of the leading philosophers of science today.
The expertise of this profile area is also supplemented by Prof. Dr. Aimee van Wynsberghe, who has already started at the University of Bonn in December 2020 as an Alexander von Humboldt Professorship for ‘Applied Ethics of Artificial intelligence’.
Projects in the profile area 'Digitalization/AI'
Prof. Dr. Caja Thimm
Jun.- Prof. Dr. Maximilian Mayer
Prof. Dr. Gabriele Gramelsberger (RWTH Aachen)
Prof. Dr. Frank T. Piller (RWTH Aachen)
Merle Rittinghaus (SHK)
Johanna Toussaint (WHF)
Former employeeVincent Rastfeld (SHK)
Information about the project
In times of digitisation, datafication and the increasing use of artificial intelligence in many areas of society, the idea of autonomy has gained new attention. The researcher are investigating the possibilities of extending, simulating and replacing human agency through technology and promotes interdisciplinary cooperation at the project level. In particular, they explore the attribution of autonomy to technical artefacts such as robots, voice assistants, drones or vehicles. The common research goal is to answer ethical, regulatory, political and cultural questions that autonomous technologies pose for the digital society.
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Presentation at the 4th Research Conference of the Faculty of Arts (04.02.2022). Further information here2.
- Guest lecture (10.03.2022): ‘Jenseits der Autonomie. Die De/Problematisierung des Subjekts in Zeiten der Digitalisierung‘ (Prof. Dr. Katharina Block, Carl von Ossietzky Universität Oldenburg)
- Workshop (20.-22.11.2022): 'Autonomy in the Digital Age: Rethinking Relationships between Humans, Technology and Society'3. Further information here4.
- Summer School (16.09.-20209.2024): "AI, Social Media and the Future of Democratic Societies"
- WiSe 2021/22 Seminar: Platform Society and Global Digital Economy5
- WiSe 2022/23 Seminar: Digital Society, algorithms and robots: Where do we go from here?6
- WiSe 2022/23 Ethics and the Media (nicht über Basis buchbar)
- WiSe 2023/24 Seminar: Journalism in Times of GPT4 - International Perspectives on the Digital Transformation of Journalism 7
- WiSe 2024/25 Seminar: Empirische Medienforschung I 8
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Maximilian Mayer (2022). Autonomous Technologies, edited by Tim Rühling, Berlin DGAP, pp.74-90.
- Maximilian Mayer, “Autonomie und Polarisierung. Machttheoretische Perspektiven auf globale digitale Plattformen”, in: Hendrik W. Ohnesorge, ed. Macht und Machtverschiebung Schlüsselphänomene internationaler Politik – Festschrift für Xuewu Gu zum 65. Geburtstag. De Gruyter Oldenbourg 2022, pp. 127–145.
- Ying Huang and Maximilian Mayer (2022). “Power in the Age of Datafication: Exploring China’s Global Data Power”, Chinese Journal of Political Science.9
- Ying Huang and Maximilian Mayer (2022). “Digital Currencies, Monetary Sovereignty, and U.S.-China Power Competition", Policy & Internet vol 14, no 2 (2022) pp. 324-347.
- Thimm, C. (2023b). Herausforderungen digitaler Bildung. Technologiesouveränität in Zeiten von ChatGPT. In Bröckling, G., Fries, R. & Narr, K. (eds.), Mit Medienbildung die Welt retten?! Medienpädagogik in einer Kultur der Digitalität. (pp. 3-14) Kopaed.
- Thimm, C. (2023). Digitale Souveränität und personale Autonomie: Herausforderungen für eine Digitalpädagogik. Mediendiskurs, 104(2), 84-87.
- Thimm, C. & Thimm-Braun, L. (2023). Künstliche Intelligenz und personale Autonomie: Diskriminierende Algorithmen als ethische und rechtliche Herausforderung für die Polizeiarbeit. In Susanne Gössl (Hrsg), Diskriminierungsfreie Algorithmen. Neue juristische Wochenschrift (S . 37-50). C. H. Beck.
- Thimm, C. & Thimm-Braun, L. (2024). Policies, regulation and legal perspectives on social robots. In Autumn Edwards & Leopoldina Fortunati (Hrsg.), DE Gruyter Handbook of Robots in Society and Culture. De Gruyter.
- Thimm, C. (2024). Technology Sovereignty in Times of ChatGPT: New Challenges for Digital Literacy, in Bonacho, F. (ed.) "Atas do VI Congresso Literacia, Media e Cidadania. Transição Digital e Políticas Públlicas”. GILM, Coleção Estudos e Reflexões do Politécnico de Lisboa (e-book in print).
- Thimm, C., Gramelsberger, G., Mayer, M., & Piller, F. (eds) (2024). From automation to autonomy: Human-machine relations in the age of artificial intelligence. Human-Machine Communication, 9, 7–24.10
- Thimm, C. & Thimm-Braun, L. (2024). Policies, regulation and legal perspectives on social robots. In Autumn Edwards & Leopoldina Fortunati (Hrsg.), DE Gruyter Handbook of Robots in Society and Culture. 161-176. De Gruyter.
- Suchman, L., & Thimm, C. (2024). “There is no such thing as a machine that acts outside of relations with humans.” Human-Machine Communication, 9, 25–3511.
- Tokac, I., Thimm, C., & Brell-Cokcan, S. (2024). Rethinking human-autonomy teamwork in the context of design and robotic fabrication. Human-Machine Communication, 9, 215–234.12
PD Dr. Felix Selgert
Judith Eifler (SHK)
Information about the project
Handwritten and printed tables contain a rich treasure trove of data for economic and social history. Using neural networks, we recognize the layout of handwritten and printed sources, extract en masse the data contained in the tables, and make them useful for economic history. From the computer science side, segmentation problems and their solution by means of so-called neural networks are an important field of research. So-called U-nets dominate in this respect, and we are continuing to research and improve their application in historical science in this project.
Events
Further Information will come soon.
- WiSe 2023/24 (Course as part of BNTrAinee): 'Projektgruppe Computergraphik'.14 Click here15 for the 'BNTrAinee' program.
- WiSe 2023/24 (Course as part of BNTrAinee): 'Lehrveranstaltung im Rahmen von BNTrAinee: Praktikum Computer Graphics'16. Click here15 for the 'BNTrAinee' program.
- WiSe 2023/24 (Course as part of BNTrAinee): 'Seminar Computer Graphics'.17 Click here15 for the 'BNTrAinee' program.
Information about the project
In the framework of the competence platform KI.NRW, the CST is developing a certificate for artificial intelligence together with the Fraunhofer IAIS, the BSI, the University of Cologne, RWTH Aachen University, DIN e.V. as well as numerous DAX-30 and other companies from different industries. The project is one of the KI.NRW flagships financed by the state ministry MWIDE.
The aim of the project is to develop procedures to examine generally accepted standards for AI systems and their verification, as well as to explore business models for an AI certification. To this end, we will write interlinked catalogs of requirements with technical, legal and ethical-philosophical criteria. Our research investigates the certification of ethical aspects. The theoretical basis for this is provided by a social ontology of AI, which is also being developed in the project. In accordance with the research interest of the CST, both the double autonomy of AI and the applied concept of intelligence constitute a special research focus.
In order to make this philosophical basis operationalizable in the certification's context, use cases of AI applications are - in close exchange with our partners from law - analyzed and categorized according to ethically relevant parameters. Ethical minimal requirements for a certification will be defined.
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Onlineworkshop (21.10.2022): ‚AI Fairness‘ (further informations)18
- International Conference (22.-23. Juni 2023)19: ‘AI Human, Values and Meaningful Human Control’ (further information)20
- Workshop (11.07.-12.07.2024): 'Leave no one behind. Who is affected by current AI development, governance, standardization and regulation processes?'21
- Workshop (18.12.2024): ' Catalog of General Ethical Requirements for AI Certification' (with Jocelyn Maclure und Markus Gabriel)22
- SoSe 2022 (Seminar): Recommender Systems. Legal and Ethical Issues23
- SoSe 2022 (Seminar): Hans Jonas' "Prinzip Verantwortung"24
- WiSe 2022/2023 (Seminar): Autonomie: zwischen Selbst- und Fremdbestimmung25
- WiSe 2023/2024 (Seminar): Hannah Arendt "Vita activa"26
- SoSe 2024 (Seminar): Werteorientierte KI-Ethik27
- Sergio Genovesi/ Julia Mönig: Acknowledging Sustainability in the Framework of Ethical Certification for AI2828
- Genovesi, S., J. M. Mönig, "Acknowledging Sustainability in the Framework of Ethical Certification for AI", in Sustainability 2022, 14(7), 415729
- Genovesi, S., J. M. Mönig, A. Schmitz, et al. (2023). Standardizing fairness-evaluation procedures: interdisciplinary insights on machine learning algorithms in creditworthiness assessments for small personal loans. AI Ethics.30
- Genovesi, S. (2023). Digital Labor as a Structural Fairness Issue in Recommender Systems. In: Genovesi, S., Kaesling, K., Robbins, S. (eds) Recommender Systems: Legal and Ethical Issues. The International Library of Ethics, Law and Technology, vol 40. Springer, Cham.31
- Mönig, J.M. (2024). "Privatheit" in: Handbuch Digitale Ethik, hrsg. v. Grimm, Petra, Trost, Kai Erik and Zöllner, Oliver.32
- Mönig, J.M. "Das Recht des Kindes auf Achtung seiner Privatsphäre". In: Das Recht der Daten im Kontext der Digitalen Ethik, hrsg. v. Brink, Stefan, Grimm, Petra, Henning, Clarissa, Keber, Tobias and Zöllner, Oliver.33
- Corrêa, N. Kluge, et al. "Crossing the principle–practice gap in AI ethics with ethical problem-solving." AI and Ethics (2024): 1-18.34
- Corrêa, N. Kluge, Mönig, J.M. Catalog of General Ethical Requirements for AI Certification35
- Vortrag (17.06.2021): ‘Certifying Sustainable AI in the framework of the AI.NRW flagship project’ (Sustainable AI Conference)37
- Vortrag (27.10.2021): ‚KI-Zertifizierung und KI-Verordnungsentwurf: die Rolle der Ethik" bei der Online-Tagung „Zertifizierung und der KI-Verordnungsentwurf der Europäischen Kommission – Chancen, Herausforderungen, Perspektiven‘38
Closed projects in the profile area 'Digitalization/AI'
Project leader
Dr. Ying Huang
Prof. Dr. Maximilian Mayer
Luisa Schmöckel
Information about the project
The initiative addresses the interactions and implications of the idea of digital sovereignty on the one hand, and the increasing fragmentation of cyberspace and Internet governance on the other (further Information39).
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International Conference (17.09-18.09.2021): Digital Fragmentations and Digital Sovereignty40
- Event flyer41
- The event is held in collaboration with CASSIS42.
- WiSe 2021/22 (seminar): Digitale Fragmentierung und Digitale Souveränität43
- WiSe 2021/22 (seminar): Datenmacht, digitale Dependenz und Cyber-Infrastrukturen in der neuen internationalen politischen Ökonomie44
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Maximilian Mayer, “Autonomie und Polarisierung. Machttheoretische Perspektiven auf globale digitale Plattformen”, in: Hendrik W. Ohnesorge, ed. Macht und Machtverschiebung Schlüsselphänomene internationaler Politik – Festschrift für Xuewu Gu zum 65. Geburtstag. De Gruyter Oldenbourg 2022, 127–145.
- Ying Huang and Maximilian Mayer, “Digital Currencies, Monetary Sovereignty, and U.S.-China Power Competition”, Policy & Internet, Vol.14, Issue 2, 2022, pp.324-347.
- Ying Huang, Nicolas Huppenbauer and Maximilian Mayer, “Infrastructuring Cyberspace. Exploring China’s Imaginary and Practices of Selective Connectivity”, International Quarterly for Asian Studies, Vol.53, No.3, 2022, pp.413-439.
- Ying Huang, Cyberspace Fragmentation from the Perspective of Technology Trends), The Journal of International Studies),2022, 95-119.
- Nicolas Huppenbauer mit J.-F. Vögele, "Vulnerabilities Disclosure mit chinesischer Prägung: Nutzen und Gefahren", Inside IT, 01.02.2022.
- Ying Huang and Maximilian Mayer,“Power in the Age of Datafication: Exploring China’s Global Data Power”, Journal of Chinese Political Science, Vol.28, Issue 1, 2023, pp.25-49.
- Nicolas Huppenbauer, “Connectivity, centrality, and adaptation: The coproduction of political space in China’s standardization of autonomous driving technologies”, Global Media and China, 8(3), 2023, S. 414-430.
Project leader
Prof. Dr. Jens Schröter
Prof. Dr. Kathrin Friedrich
PD Dr. Christoph Ernst
Staff
Fiona Torke (WHF)
Information about the project
The starting point of the planned Research Group is the reflection of the current understanding of 'digitalization' along a critical reexamination of the analog/digital distinction. For this purpose, historical-systematic and cross-cultural reappraisals of the concepts of analog and digital operations in paradigmatic fields of knowledge and practice are conducted. On the basis of the conceptual pair continuation/discretization we can arrive at an understanding of digitization processes that is historically grounded and sensitive to cultural differences. This culminates in a program of comparative digitization research which allows for a systematic and culturally specific assessment of contemporary discourses and practices of 'digitization' and their (dis)continuities to past digitization phases.
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Ernst, Christoph/Schröter, Jens/Warnke, Martin (2020): »Der Quantencomputer – Ein zukünftiger Gegenstand der Medienwissenschaft?«, in: MEDIENwissenschaft. Rezensionen 02 (Rubrik »Perspektiven«), S. 130-150.
- Schröter, Jens/Ernst, Christoph/Warnke, Martin (2021): »Quantum Computing and the Analog/Digital Distinction«, forthcoming in Grey Room (in print). Classical Digital Machines, New Analog Computers, or Future Post-Digital Media? Quantum Computing and the History of the Analog/Digital Distinction, Vortrag an der Univ. Luxemburg (Februar 2022)
Project leader
Dr. Charlotte Gauvry
Information about the project
A cycle of interdisciplinary conferences to study the philosophical, political and medical (neurological and psychiatric) effects of the use of AI systems on mental health.
- Announcement: Workshop 08.11.2021 & 13.12.202146
- Workshop (08.11.2021): The Politics of Digital Health47
- Workshop (13.12.2021): Psychological effects of interactions between minds and AI48
- Session KI-Postdocs (20.06.2022): ‘Virtual reality and induces symptoms of depersonalization and derealization’ (Dr. Niclas Brauns)
- Session KI-Postdocs (04.07.2022): ‘Multi-modal evaluation of epilepsy patients using computational methods’ (Dr. Theodor Rüber)
Project leader
Dr. Sergio Genovesi
Dr. Scott Robbins
ehem.: Dr. Katharina Kaesling
Staff
Marie Bente John (SHK)
Luis Nussbauer (SHK)
Information about the project
The project attempts to define ethical and legal foundations for the development and regulation of so called Recommender Systems. Recommender Systems, e.g. Facebook News Feed Algorithm or Youtube Video Recommendation Algorithm, are software systems that quantify the interests of users for a given content in order to recommend precisely those items to the user that she is most likely to be interested in.
Project leader
Prof. Dr. iur. Louisa Specht-Riemenschneider
Prof. Dr. iur. Daniel Zimmer
The transdisciplinary Research Grouping analyzes legal and regulatory issues in the area of digitalization. These include the regulation of the use of algorithms by public institutions and companies, legal standard setting in the field of artificial intelligence, building ethical foundations for programming, e.g. in the field of autonomous driving, limits set by the need for sufficient competition etc.
- WiSe 2021/22 (Seminar): Das neue digitale Schuldrecht54
- SoSe 2022 (Vorlesung): Daten- und Datenschutzrecht55
- SoSe 2022 (Schwerpunktseminar): DAS, DMA, Data Act, Data Governance Act – auf dem Weg zu einem europäischen Datenrecht56
- WiSe 2022/23 (Vorlesung): Daten- und Datenschutzrecht57
- WiSe 2022/23 (Seminar): Europäisches Datenschutz- und Datenwirtschaftsrecht58
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Zimmer, Daniel (Hg.), Regulierung für Algorithmen und Künstliche Intelligenz. Tagung an der Universität Bonn am 7. und 8. September 2020, Baden-Baden 2021 (Schriften der Wissenschaftlichen Vereinigung für das gesamte Regulierungsrecht; 5).
Project leader
Prof. Dr. Markus Gabriel
Jan Voosholz
Prof. Dr. Huw Price59 (Cambridge, Dist. Em. Prof. Universität Bonn)
Dr. Stephen Cave (Cambridge)
Kanta Dihal (Cambridge)
Information about the project
The Leverhulme Centre for the Future of Intelligence at the University of Cambridge and the Center for Science and Thought at the University of Bonn currently employ various postdocs, who spend half of their time in Bonn and the other half in Cambridge, and who are working on joint research projects. The focus here lies mainly on programmes such as 'Kinds of Intelligence' (researching the concept of intelligence from a multidisciplinary perspective) and 'Philosophy and Ethics of AI' (connecting ethics of AI with meta-etchics, ontology and philosophy of science).
- Announcement: AI Research Group60
- SoSe 2021: AI Research Group (together with the CST)61
- WiSe 2021/22: AI Research Group (together with the CST)62
- SoSe 2022: AI Research Group (together with the CST)63
- Workshop (23.06.-24.06.2023): ‚The Global Politics of Artificial Intelligence: Historical, Comparative, and Critical Perspectives’ (Academy of International Affairs NRW, Bonn, Org. A. Taillandier)
- WiSe 2021/22 (Seminar): Mindreading and Mindshaping64
- WiSe 2021/22 (Seminar): Writing the history of political thought65
- SoSe 2022 (Seminar): Artificial intelligence and natural stupidity: Epistemological and ethical perspectives on comparative research66
- WiSe 2022/23 (Seminar): Feminist political theories67
- Wise 2022/23 (Seminar): International politics and technology68
- Uwe Peters, Explainable AI Lacks Regulative Reasons: Why AI and Human Decision-making are not Equally Opaque. AI Ethics 3, 963–974, 2023.69
- Uwe Peters, Algorithmic Political Bias Can Reduce Political Polarization. Philosophy and Technology 35 (3), 1-7, 2022.70
- Uwe Peters, Alexander Krauss, Oliver Braganza, Generalization Bias in Science. Cognitive Science 46(9), 1-26, 2022.71
- Uwe Peters, "Algorithmic Political Bias in Artificial Intelligence Systems". Philosophy and Technology 35(25), 2022.72
- Uwe Peters, "Extended Implicit Bias: When the Metaphysics and Ethics of Implicit Bias Collide". Erkenntnis 88, 3457–3478, 2023.73
- Uwe Peters, "Reclaiming Control: Extended Mindreading and the Tracking of Digital Footprints". Social Epistemology 36(3), 267-282, 2022.74
- Apolline Taillandier, Stephen Cave, Kanta Dihal, Thomasz Hollanek, Hirofumi Katsuno, Yang Liu, Daniel White, "The Meanings of AI." In Stephen Cave and Kanta Dihal (eds.), Imagining AI: How the World Sees Intelligent Machines (Oxford University Press, 2023), 16-36.75
- Apolline Taillandier:"AI in a Different Voice: Rethinking Computers, Learning and Gender Difference at MIT in the 1980s," In Jude Browne, Stephen Cave, Eleanor Drage, and Kerry McInerney (eds.), Feminist AI: Critical Perspectives on Algorithms, Data, and Intelligent Machines (Oxford University Press, 2023)
- ‘Cosmos-politanism: Transhumanist Visions of World Order from the First World War to the Digital Age’ (with Duncan Bell). Perspectives on Politics, Online First View, 1–18.76
- ‘Singular Creatures: Robots, Rights, and the Politics of Posthumanism. By Mark Kingwell. McGill-Queen’s University Press. 2022.’ International Affairs 100, no. 4 (2024): 1781–83.77
- Blogbeitrag von Uwe Peters: ‘Extended confirmation bias: When the mind leaks into algorithms.’ Open for Debate Blog, Cardiff University, invited contribution, June 2022.78
- Blogbeitrag von Uwe Peters: ‘Von Grübelei zum gesellschaftlichen Nutzen’, FirstGen Philosopers Blog (FU Berlin), invited contribution, August 2022.79
- Newsletterbeitrag von Uwe Peters: ‘Generalization bias: An overlooked cause of overgeneralizations in psychology.’ The Brunswik Society Newsletter, invited contribution, November 2022.80
- Interview (Uwe Peters) with ‘Psychologie Heute’ on generalization bias (in German), invited contribution, December 2022.81
Contact for further information
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Network
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Links
- https://www.uni-bonn.de/en/research-and-teaching/support-for-researchers-and-teachers/research-funding/university-grants/distinguished-professors-emeriti?set_language=en
- https://www.philfak.uni-bonn.de/en/research/research-conference?set_language=en
- https://www.uni-bonn.de/de/forschung-lehre/forschungsprofil/transdisziplinaere-forschungsbereiche/tra-4-individuals/downloads/2022-11-30_autonomie_workshop-20-11-2022-2.pdf
- https://www.cassis.uni-bonn.de/de/veranstaltungen/kommende-veranstaltungen/20-until-22-november-2022
- https://basis.uni-bonn.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=196730&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung
- https://basis.uni-bonn.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=214403&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung
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- https://basis.uni-bonn.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=250989&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung
- https://doi.org/10.1007/s11366-022-09816-0
- https://doi.org/10.30658/hmc.9.1
- https://doi.org/10.30658/hmc.9.2
- https://doi.org/10.30658/hmc.9.12
- https://autonomy-research-group.org/
- https://cg.cs.uni-bonn.de/course/2023-ws-projectgroup-computergraphik
- https://trainee.cs.uni-bonn.de/
- https://cg.cs.uni-bonn.de/course/2023-ws-lab-computer-graphics
- https://cg.cs.uni-bonn.de/course/2023-ws-seminar-computer-graphics
- https://www.cst.uni-bonn.de/en/research/fairness-tagung
- https://www.uni-bonn.de/de/forschung-lehre/forschungsprofil/transdisziplinaere-forschungsbereiche/tra-4-individuals/downloads/2023-06-15_zertki_workshop-22-23-juni-2023-_poster.pdf
- https://www.cst.uni-bonn.de/en/research/ai-and-human-values
- https://www.cst.uni-bonn.de/en/research/leavenoonebehind
- https://www.cst.uni-bonn.de/en/events/catalog-of-general-ethical-requirements-for-ai-ethics
- https://basis.uni-bonn.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=207592&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung
- https://basis.uni-bonn.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=207560&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung
- https://basis.uni-bonn.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=215576&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung
- https://basis.uni-bonn.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=233169&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung
- https://basis.uni-bonn.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=242265&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung
- https://www.mdpi.com/2071-1050/14/7/4157
- https://doi.org/10.3390/su14074157
- https://doi.org/10.1007/s43681-023-00291-8
- https://doi.org/10.1007/978-3-031-34804-4_5
- https://www.nomos-shop.de/de/p/digitale-ethik-gr-978-3-7560-1120-9
- https://www.nomos-shop.de/de/p/das-recht-der-daten-im-kontext-der-digitalen-ethik-gr-978-3-7560-1716-4
- https://link.springer.com/article/10.1007/s43681-024-00469-8
- https://arxiv.org/abs/2408.12289
- https://www.cst.uni-bonn.de/en/research/certified-ai?set_language=en
- https://www.youtube.com/watch?v=qzXIDj5zXB4&ab_channel=InstituteforScienceandEthics%28IWE%2CBonn%29
- https://www.zertifizierte-ki.de/uk2710/
- https://www.cassis.uni-bonn.de/de/forschung/forschungsprojekte/digital-fragmentations-and-digital-sovereignty
- https://www.uni-bonn.de/de/forschung-lehre/forschungsprofil/transdisziplinaere-forschungsbereiche/tra-4-individuals/downloads/2021-08-17_digital-fragmentations_programm.pdf
- https://www.uni-bonn.de/de/forschung-lehre/forschungsprofil/transdisziplinaere-forschungsbereiche/tra-4-individuals/downloads/2021-09-11_digital-fragementations_flyer.png
- https://www.cassis.uni-bonn.de/de/veranstaltungen/veranstaltungsarchiv/2021/17-september-2021
- https://basis.uni-bonn.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=194908&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung
- https://basis.uni-bonn.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=194983&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung
- https://www.uni-bonn.de/de/forschung-lehre/forschungsprofil/transdisziplinaere-forschungsbereiche/tra-4-individuals/downloads/2021-03-04_digital-fragmentations_call-for-papers.pdf
- https://www.uni-bonn.de/de/forschung-lehre/forschungsprofil/transdisziplinaere-forschungsbereiche/tra-4-individuals/downloads/2021-11-19_ai-mental-health_poster-workshops.pdf
- https://www.uni-bonn.de/de/forschung-lehre/forschungsprofil/transdisziplinaere-forschungsbereiche/tra-4-individuals/downloads/2021-11-19_ai-mental-health_programm-08-11-2021.pdf
- https://www.uni-bonn.de/de/forschung-lehre/forschungsprofil/transdisziplinaere-forschungsbereiche/tra-4-individuals/downloads/2021-11-19_ai-mental-health_programm-13-12-2021.pdf
- https://www.basis.uni-bonn.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=207674&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung
- https://www.cst.uni-bonn.de/en/research/recommender-systems-2?set_language=en
- https://link.springer.com/book/10.1007/978-3-031-34804-4
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