Sotabase

Career

· Junior Professor, Humboldt University Berlin2019–
· Visiting Professor, KU Leuven2019–
· Professor for Internet and Society, Technical University of Berlin2019–
· Director, Weizenbaum Institute2019–
· Researcher, Humboldt University Berlin2001–2003
· PhD in Computer Science/Cognitive Science, University of Hamburg1998–
· Researcher, Hamburg University1996–2001
· Researcher, Otto-von-Guericke-Universität Magdeburg1996–2001
· MS in Computer Science, University of Edinburgh1992–
· Diplom-Kauffrau, Humboldt University Berlin1991–
· Habilitation in Information Systems, Humboldt University Berlin
· Degree, University of Cambridge

Publications (515)

Bias in data‐driven artificial intelligence systems—An introductory survey
WIREs Data Mining Knowl. Discov. · 2020
827
cited
E-privacy in 2nd generation E-commerce: privacy preferences versus actual behavior
ACM Conference on Economics and Computation · 2001
623
cited
Privacy in e-commerce: stated preferences vs. actual behavior
CACM · 2005
493
cited
Encyclopedia of Machine Learning and Data Mining
Encyclopedia of Machine Learning and Data Mining · 2017
446
cited
A Framework for the Evaluation of Session Reconstruction Heuristics in Web-Usage Analysis
INFORMS journal on computing · 2003
374
cited
Towards Semantic Web Mining
International Workshop on the Semantic Web · 2002
293
cited
Analysis of navigation behaviour in web sites integrating multiple information systems
The VLDB journal · 2000
270
cited
RobBERT: a Dutch RoBERTa-based Language Model
Findings · 2020
265
cited
AI in education: learner choice and fundamental rights
Journal of Educational Media · 2020
189
cited
The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis
Web Mining and Web Usage Analysis · 2002
130
cited
Measuring the Accuracy of Sessionizers for Web Usage Analysis
2001
116
cited
Web Mining: From Web to Semantic Web
Lecture Notes in Computer Science · 2004
100
cited
Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models
North American Chapter of the Association for Computational Linguistics · 2022
94
cited
Ubiquitous Social Networks: Opportunities and Challenges for Privacy-Aware User Modelling
2007
94
cited
AI for the Common Good?! Pitfalls, challenges, and ethics pen-testing
Paladyn J. Behav. Robotics · 2018
85
cited
Conceptual User Tracking
Atlantic Web Intelligence Conference · 2003
85
cited
Test Data
Encyclopedia of Machine Learning and Data Mining · 2019
82
cited
Usage Mining for and on the Semantic Web
2002
81
cited
Choice Architecture for Human-Computer Interaction
Found. Trends Hum. Comput. Interact. · 2014
78
cited
Investigating Distance Knowledge Using Virtual Environments
2002
73
cited
Sotabase
Bettina Berendt | Researcher Profile | Sotabase | Sotabase