Berendt, Bettina

Bias in data‐driven artificial intelligence systems—An introductory survey

Ntoutsi, E., Fafalios, P., Gadiraju, U., Iosifidis, V., Nejdl, W., Vidal, M., Ruggieri, S., Turini, F., Papadopoulos, S., Krasanakis, E., et al. (2020) · WIREs Data Mining and Knowledge Discovery

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 1,043

AI in education: learner choice and fundamental rights

Berendt, B., Littlejohn, A., & Blakemore, M. (2020) · Learning, Media and Technology

Ethics and Social Impacts of AIArtificial Intelligence in Education

Cited by 281

A systematic review of echo chamber research: comparative analysis of conceptualizations, operationalizations, and varying outcomes

Hartmann, D., Wang, S. M., Pohlmann, L., & Berendt, B. (2025) · Journal of Computational Social Science

Social Media and PoliticsMisinformation and Its Impacts

Cited by 59

Addressing the regulatory gap: moving towards an EU AI audit ecosystem beyond the AI Act by including civil society

Hartmann, D., de Pereira, J. R. L., Streitbörger, C., & Berendt, B. (2025) · AI and Ethics

Digitalization, Law, and RegulationEthics and Social Impacts of AI

Cited by 58

Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models

Delobelle, P., Tokpo, E., Calders, T., & Berendt, B. (2022) · Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Ethics and Social Impacts of AITopic Modeling

Cited by 57

Better decision support through exploratory discrimination-aware data mining: foundations and empirical evidence

Berendt, B., & Preibusch, S. (2014) · Artificial Intelligence and Law

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 44

Toward Accountable Discrimination-Aware Data Mining: The Importance of Keeping the Human in the Loop—and Under the Looking Glass

Berendt, B., & Preibusch, S. (2017) · Big Data

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 32

Exploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data Mining

Berendt, B., & Preibusch, S. (2012) · 2012 IEEE 12th International Conference on Data Mining Workshops

Ethics and Social Impacts of AIPrivacy-Preserving Technologies in Data

Cited by 24

Self-reflection on privacy research in social networking sites

De Wolf, R., Vanderhoven, E., Berendt, B., Pierson, J., & Schellens, T. (2017) · Behaviour & Information Technology

Privacy, Security, and Data ProtectionInnovative Human-Technology Interaction

Cited by 13

Towards a Roadmap for Privacy Technologies and the General Data Protection Regulation: A Transatlantic Initiative

Schiffner, S., Berendt, B., Siil, T., Degeling, M., Riemann, R., Schaub, F., Wuyts, K., Attoresi, M., Gürses, S., Klabunde, A., et al. (2018) · Lecture Notes in Computer Science

Digitalization, Law, and RegulationPrivacy, Security, and Data Protection

Cited by 11

AI for the Common Good?! Pitfalls, challenges, and ethics pen-testing

Berendt, B. (2019) · Paladyn, Journal of Behavioral Robotics

Ethics and Social Impacts of AIInnovation, Technology, and Society

Cited by 8

Tik-to-Tok: Translating Language Models One Token at a Time: An Embedding Initialization Strategy for Efficient Language Adaptation

Remy, F., Delobelle, P., Berendt, B., Demuynck, K., & Demeester, T. (2023) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 0