• Alexander Wilhelm and Katharina A. Zweig. Hacking a surrogate model approach to XAI

• Carl, K. Valerie and Hauer, Marc P. and Arnold, Thomas. Are We Still on Track with Our Responsibility Strategy? Introducing an Internal Assessment of Corporate Digital Responsibility Engagement In: INFORMATIK 2024. Gesellschaft für Informatik e.V.. S. 1573-1585.

• Krafft, Tobias D. Hauer, Marc P. Zweig, Katharina. Black-Box Testing and Auditing of Bias in ADM Systems In: Minds and Machines 34. S. 15

• Marc P. Hauer and Tobias D Krafft and Andreas Sesing-Wagenpfeil and Katharina Zweig. Quantitative study about the estimated impact of the AI Act

• Hauer, Marc P. and Krafft, Tobias D. and Zweig, Katharina. Overview of transparency and inspectability mechanisms to achieve accountability of artificial intelligence systems In: Data & Policy S. e36.

• Hauer, Marc P. and Müller-Kress, Lena and Leimüller, Gertraud and Zweig, Katharina. Using Assurance Cases to assure the fulfillment of non-functional requirements of AI-based systems - Lessons learned In: 2023 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW). S. 172-179.

• Chinazzo, André and De Schryver, Christian and Zweig, Katharina and Wehn, Norbert. Increasing the Sampling Efficiency for the Link Assessment Problem In: Algorithms for Big Data: DFG Priority Program 1736. Springer Nature Switzerland. S. 39-56.

• Chinazzo, André and Schryver, Christian De and Zweig, Katharina and Wehn, Norbert. A Custom Hardware Architecture for the Link Assessment Problem In: Algorithms for Big Data: DFG Priority Program 1736. Springer Nature Switzerland. S. 57-75.

• Stefan Strohmeier. Handbook of Research on Artificial Intelligence in Human Resource Management Edward Elgar Publishing. S. 323-336.

• König, Pascal D. and Krafft, Tobias D. and Wolfgang Schulz and Zweig, Katharina A.. Essence of AI: What Is AI? In: The Cambridge Handbook of Artificial Intelligence. S. 18-34.

• Krafft, Tobias D. and Zweig, Katharina A. and König, Pascal D.. How to regulate algorithmic decision-making: A framework of regulatory requirements for different applications S. 119-136.

• Hanna Hoffmann and Verena Vogt and Marc P. Hauer and Katharina Zweig. Fairness by awareness? On the inclusion of protected features in algorithmic decisions In: Computer Law & Security Review. S. 105658.

• Haeri, Maryam Amir Hartmann, Kathrin Sirsch, Jürgen Wenzelburger, Georg Zweig, Katharina A.. Promises and Pitfalls of Algorithm Use by State Authorities In: Philosophy & Technology. S. 33.

• Hanna Hoffmann, Verena Vogt, Marc P. Hauer, Katharina Zweig. Fairness by awareness? Zur Einbeziehung geschützter Merkmale in algorithmische Entscheidungen In: Information und Recht 87. (Künstliche Intelligenz - Ethik und Recht), 191-220, 2022.

• Johannes Kevekordes, Marc P. Hauer, Maryam Amir Haeri. Rechtliche Bewertung möglicher Fairnessmaße. In: Information und Recht 87. (Künstliche Intelligenz - Ethik und Recht), 141-190, 2022.

• Krafft, Tobias D. and Reber, Martin and Krafft, Roman and Coutrier, Anna and Zweig, Katharina A.. Crucial Challenges in Large-Scale Black Box Analyses In: Advances in Bias and Fairness in Information Retrieval. Springer International Publishing. S. 143-155.

• Jöckel, Lisa and Bauer, Thomas and Kläs, Michael and Hauer, Marc P. and Groß, Janek. Towards a Common Testing Terminology for Software Engineering and Data Science Experts In: Product-Focused Software Process Improvement. Springer International Publishing. S. 281-289.

• Helfenstein, Mischa and Zweig, Katharina Anna and Herrlich, Marc. A Technical Framework for Investigating the Impact of Design Elements in the Wild: Using Instagram as an Example In: Proceedings of Mensch Und Computer 2021. Association for Computing Machinery. S. 490-493.

• Bernstein, Abraham and de Vreese, Claes and Helberger, Natali and Schulz, Wolfgang and Zweig, Katharina and Baden, Christian and Beam, Michael A. and Hauer, Marc P. and Heitz, Lucien and Jürgens, Pascal and Katzenbach, Christian and Kille, Benjamin and Klimkiewicz, Beate and Loosen, Wiebke and Moeller, Judith and Radanovic, Goran and Shani, Guy and Tintarev, Nava and Tolmeijer, Suzanne and van Atteveldt, Wouter and Vrijenhoek, Sanne and Zueger, Theresa. Diversity in News Recommendation (Dagstuhl Perspectives Workshop 19482) In: Dagstuhl Manifestos. Schloss Dagstuhl - Leibniz-Zentrum für Informatik. S. 43-61

• Hauer, Marc P. and Adler, Rasmus and Zweig, Katharina. Assuring Fairness of Algorithmic Decision Making In: 2021 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW). S. 110-113.

• Marc P. Hauer and Johannes Kevekordes and Maryam Amir Haeri. Legal perspective on possible fairness measures - A legal discussion using the example of hiring decisions In: Computer Law & Security Review. S. 105583.

• Pascal D. König and Tobias D. Krafft and. Evaluating the evidence in algorithmic evidence-based decision-making: the case of US pretrial risk assessment tools Current Issues in Criminal Justice. S. 359-381.

• Bockholt, Mareike Zweig, Katharina A.. A systematic evaluation of assumptions in centrality measures by empirical flow data In: Social Network Analysis and Mining. S. 25.

• Bockholt, Mareike and Zweig, Katharina A.. Why We Need a Process-Driven Network Analysis In: Complex Networks and Their Applications VIII. Springer International Publishing. S. 81-93.

• Krafft, Tobias D. and Hauer, Marc P. and Zweig, Katharina A.. Why Do We Need to Be Bots? What Prevents Society from Detecting Biases in Recommendation Systems In: Bias and Social Aspects in Search and Recommendation. Springer International Publishing. S. 27-34.

• Abraham Bernstein and Claes H de Vreese and Natali Helberger and Wolfgang Schulz and Katharina A Zweig. Diversity, Fairness, and Data-Driven Personalization in (News) Recommender System (Dagstuhl Perspectives Workshop 19482) In: Dagstuhl Manifestos. Schloss Dagstuhl - Leibniz-Zentrum für Informatik. S. 117-124.

• Adam Harkens and Karen Yeung and Julia Felfeli and Anja Achtziger and Pascal Koenig and Tobias Krafft and Wolfgang Schulz and Georg Wenzelburger and Katharina Zweig. The rise of AI-based decision-making tools in the criminal justice system: implications for judicial integrity

• Reber, Martin and Krafft, Tobias D. and Krafft, Roman and Zweig, Katharina A. and Couturier, Anna. Data Donations for Mapping Risk in Google Search of Health Queries: A case study of unproven stem cell treatments in SEM In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI). S. 2985-2992.

• Haeri, Maryam Amir and Zweig, Katharina Anna. The Crucial Role of Sensitive Attributes in Fair Classification In: 2020 IEEE Symposium Series on Computational Intelligence (SSCI). S. 2993-3002.

• Hauer, Marc P. Hofmann, Xavier C. R. Krafft, Tobias D. Zweig, Katharina A.. Quantitative analysis of automatic performance evaluation systems based on the h-index In: Scientometrics. S. 735-751.

• Bockholt, Mareike Zweig, Katharina Anna. Towards a process-driven network analysis In: Applied Network Science. S. 56

• Anita Klingel, Tobias D Krafft, Katharina Zweig. Mögliche Best-Practice-Ansätze beim Einsatz eines algorithmischen Entscheidungsunterstützungssystems am Beispiel des AMS-Algorithmus. In: Markus Hengstschläger (editor), Digital Transformation and Ethics, pages 190–215. Ecowin, Elsbethen, 2020.

• Tobias D Krafft, Katharina Zweig. Herausforderungen bei der Nutzung von KI in militärischen Anwendungsgebieten - Sozioinformatische Perspektive. In: Matthias Rogg, Sophie Scheidt, Hartwig von Schubert (editors), Ethische Herausforderungen digitalen Wandels in bewaffneten Konflikten, pages 55–66. German Institute for Defence and Strategic Studies, Hamburg, 2020.

• Abufouda, Mohammed and Zweig, Katharina Anna. Link Classification and Tie Strength Ranking in Online Social Networks with Exogenous Interaction Networks In: Behavioral Analytics in Social and Ubiquitous Environments. Springer International Publishing. S. 1-27.

• Zweig, Katharina. Friedkin (1983): Horizons of Observability and Limits of Informal Control in Organizations In: Schlüsselwerke der Netzwerkforschung. Springer Fachmedien Wiesbaden. S. 213-215.

• Zweig, Katharina Anna. Milo et al. (2002): Network Motifs: Simple Building Blocks of Complex Networks In: Schlüsselwerke der Netzwerkforschung. Springer Fachmedien Wiesbaden. S. 411-413.

• Zweig, Katharina A. and Lachmann, Bernd and Montag, Christian and Herrlich, Marc. Kontinuierliches A/B-Testing zur Optimierung von Spielerbindung und Monetarisierung bei "Freemium"-Spielen In: Paradoxien des Verbraucherverhaltens: Dokumentation der Jahreskonferenz 2017 des Netzwerks Verbraucherforschung. Springer Fachmedien Wiesbaden. S. 43-57.

• Tom Hanika and Marek Herde and Jochen Kuhn and Jan Marco Leimeister and Paul Lukowicz and Sarah Oeste-Reiß and Albrecht Schmidt and Bernhard Sick and Gerd Stumme and Sven Tomforde and Katharina Anna Zweig. Collaborative Interactive Learning - A clarification of terms and a differentiation from other research fields

• Montag, Christian and Lachmann, Bernd and Herrlich, Marc and Zweig, Katharina. Addictive Features of Social Media/Messenger Platforms and Freemium Games against the Background of Psychological and Economic Theories In: International journal of environmental research and public health. S. 2612.

• Krafft, Tobias D. and Gamer, Michael and Zweig, Katharina A.. What did you see? A study to measure personalization in Google's search engine In: EPJ Data Science. S. 38.

• Bockholt, Mareike and Zweig, Katharina A.. Process-Driven Betweenness Centrality Measures In: Network Intelligence Meets User Centered Social Media Networks. Springer International Publishing. S. 17-33.

• Tobias D. Krafft and Michael Gamer and Katharina A. Zweig. What did you see? Personalization, regionalization and the question of the filter bubble in Google's search engine

• Bockholt, Mareike and Peters, Olaf and Narciss, Susanne and Zweig, Katharina A. Analysis of human problems solving drafts: a methodological approach on the example of Rush Hour In: Proceedings of the annual meeting of the cognitive science society.

• Calma, Adrian and Kuhn, Jochen and Leimeister, Jan Marco and Lukowicz, Paul and Oeste-Reiss, Sarah and Schmidt, Albrecht and Sick, Bernhard and Stumme, Gerd and Tomforde, Sven and Zweig, Anna Katharina. A Concept for Productivity Tracking based on Collaborative Interactive Learning Techniques In: ARCS Workshop 2018; 31th International Conference on Architecture of Computing Systems. S. 1-8.

• Brugger, Christian and Grigorovici, Valentin and Jung, Matthias and De Schryver, Christian and Weis, Christian and Wehn, Norbert and Zweig, Katharina Anna. A Memory Centric Architecture of the Link Assessment Algorithm in Large Graphs In: IEEE Design and Test. S. 7-15.

• Krafft, Tobias D. and Zweig, Katharina A.. Wie Gesellschaft algorithmischen Entscheidungen auf den Zahn fühlen kann In: (Un)berechenbar? Algorithmen und Automatisierung in Staat und Gesellschaft. Fraunhofer-Institut für Offene Kommunikationssysteme FOKUS, Kompetenzzentrum öffentliche IT (öFIT). S. 471-492.

• Zweig, Katharina A. and Krafft, Tobias D.. Fairness und Qualität algorithmischer Entscheidungen In: (Un)berechenbar? Algorithmen und Automatisierung in Staat und Gesellschaft. Fraunhofer-Institut für Offene Kommunikationssysteme FOKUS, Kompetenzzentrum öffentliche IT (öFIT). S. 204-227.

• Sick, Bernhard Oeste-Reiß, Sarah Schmidt, Albrecht Tomforde, Sven Zweig, Anna Katharina. Collaborative Interactive Learning In: Informatik-Spektrum. S. 52-55.

• Zweig, Katharina A. Wenzelburger, Georg Krafft, Tobias D.. On Chances and Risks of Security Related Algorithmic Decision Making Systems In: European Journal for Security Research. S. 181-203.

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