Bettina Berendt
Orcid: 0000-0002-8003-3413Affiliations:
- TU Berlin, Germany
- Catholic University of Leuven, Belgium
According to our database1,
Bettina Berendt
authored at least 123 papers
between 1997 and 2024.
Collaborative distances:
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Bibliography
2024
Addressing the Regulatory Gap: Moving Towards an EU AI Audit Ecosystem Beyond the AIA by Including Civil Society.
CoRR, 2024
2023
Tik-to-Tok: Translating Language Models One Token at a Time: An Embedding Initialization Strategy for Efficient Language Adaptation.
CoRR, 2023
Bias, diversity, and challenges to fairness in classification and automated text analysis. From libraries to AI and back.
CoRR, 2023
Political representation bias in DBpedia and Wikidata as a challenge for downstream processing.
CoRR, 2023
Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023
"We try to empower them" - Exploring Future Technologies to Support Migrant Jobseekers.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
2022
Dagstuhl Reports, 2022
CoRR, 2022
5th Workshop on Fairness in User Modeling, Adaptation, and Personalization (FairUMAP 2022).
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Algorithmic Tools in Public Employment Services: Towards a Jobseeker-Centric Perspective.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
2021
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning.
SIGKDD Explor., 2021
Online Soc. Networks Media, 2021
Web Futures: Inclusive, Intelligent, Sustainable The 2020 Manifesto for Web Science (Dagstuhl Perspectives Workshop 18262).
Dagstuhl Manifestos, 2021
Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models.
CoRR, 2021
Whistleblower protection in the digital age - why 'anonymous' is not enough. Towards an interdisciplinary view of ethical dilemmas.
CoRR, 2021
Measuring Shifts in Attitudes Towards COVID-19 Measures in Belgium Using Multilingual BERT.
CoRR, 2021
Fairness beyond "equal": The Diversity Searcher as a Tool to Detect and Enhance the Representation of Socio-political Actors in News Media.
Proceedings of the Companion of The Web Conference 2021, 2021
FairUMAP 2021: The 4th Workshop on Fairness in User Modeling, Adaptation and Personalization.
Proceedings of the Adjunct Publication of the 29th ACM Conference on User Modeling, 2021
2020
WIREs Data Mining Knowl. Discov., 2020
FairUMAP 2020: The 3rd Workshop on Fairness in User Modeling, Adaptation and Personalization.
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020
UMAP 2020 Fairness in User Modeling, Adaptation and Personalization (FairUMAP 2020) Chairs' Welcome.
Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020
Deconstructing FAT: using memories to collectively explore implicit assumptions, values and context in practices of debiasing and discrimination-awareness.
Proceedings of the FAT* '20: Conference on Fairness, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020
2019
Paladyn J. Behav. Robotics, 2019
Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
Privacy Beyond Confidentiality, Data Science Beyond Spying: From Movement Data and Data Privacy Towards a Wider Fundamental Rights Discourse.
Proceedings of the Privacy Technologies and Policy - 7th Annual Privacy Forum, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
What is wrong about Robocops as consultants? A technology-centric critique of predictive policing.
AI Soc., 2018
Diversity Checker: Toward Recommendations for Improving Journalism with Respect to Diversity.
Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018
UMAP 2018 Fairness in User Modeling, Adaptation and Personalization (FairUMAP 2018) Chairs' Welcome & Organization: Preface.
Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018
Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018
Towards a Roadmap for Privacy Technologies and the General Data Protection Regulation: A Transatlantic Initiative.
Proceedings of the Privacy Technologies and Policy - 6th Annual Privacy Forum, 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Toward Accountable Discrimination-Aware Data Mining: The Importance of Keeping the Human in the Loop - and Under the Looking Glass.
Big Data, 2017
Behav. Inf. Technol., 2017
Better Data Protection by Design Through Multicriteria Decision Making: On False Tradeoffs Between Privacy and Utility.
Proceedings of the Privacy Technologies and Policy - 5th Annual Privacy Forum, 2017
2016
Toward understanding online sentiment expression: an interdisciplinary approach with subgroup comparison and visualization.
Soc. Netw. Anal. Min., 2016
Electron. Commer. Res. Appl., 2016
Current Directions for Usage Analysis and the Web of Data: The Diverse Ecosystem of Web of Data Access Mechanisms.
Proceedings of the 25th International Conference on World Wide Web, 2016
2015
The promise of audience transparency. Exploring users' perceptions and behaviors towards visualizations of networked audiences on Facebook.
Telematics Informatics, 2015
Is it Research or is it Spying? Thinking-Through Ethics in Big Data AI and Other Knowledge Sciences.
Künstliche Intell., 2015
A-posteriori Provenance-enabled Linking of Publications and Datasets via Crowdsourcing.
D Lib Mag., 2015
Proceedings of the Informatik allgemeinbildend begreifen, 2015
Proceedings of the Financial Cryptography and Data Security, 2015
Who is More Positive in Private? Analyzing Sentiment Differences across Privacy Levels and Demographic Factors in Facebook Chats and Posts.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
Privacy by Design: From Research and Policy to Practice - the Challenge of Multi-disciplinarity.
Proceedings of the Privacy Technologies and Policy - Third Annual Privacy Forum, 2015
2014
Friends and Circles - A Design Study for Contact Management in Egocentric Online Social Networks.
Proceedings of the Online Social Media Analysis and Visualization, 2014
Found. Trends Hum. Comput. Interact., 2014
Better decision support through exploratory discrimination-aware data mining: foundations and empirical evidence.
Artif. Intell. Law, 2014
2013
Intell. Data Anal., 2013
Circles, posts and privacy in egocentric social networks: an exploratory visualization approach.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
2012
More than modelling and hiding: towards a comprehensive view of Web mining and privacy.
Data Min. Knowl. Discov., 2012
Proceedings of the Ubiquitous Social Media Analysis, 2012
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
Exploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data Mining.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
2011
Proceedings of the 20th International Conference on World Wide Web, 2011
Proceedings of the Advances in User Modeling, 2011
Proceedings of the 7th International Conference on Natural Language Processing and Knowledge Engineering, 2011
Visual Data Mining for Higher-level Patterns: Discrimination-Aware Data Mining and Beyond.
Proceedings of the Report of the symposium "Lernen, 2011
Proceedings of the Advances in Information Retrieval, 2011
Proceedings of the Handbuch Forschungsdatenmanagement., 2011
Spam, Opinions, and Other Relationships: Towards a Comprehensive View of the Web Knowledge Discovery.
Proceedings of the Advanced Topics in Information Retrieval, 2011
2010
Improving Ranking by Respecting the Multidimensionality and Uncertainty of User Preferences.
Proceedings of the Intelligent Information Access, 2010
Proceedings of the Ubiquitous Knowledge Discovery - Challenges, Techniques, Applications, 2010
Proceedings of the Encyclopedia of Machine Learning, 2010
Bridging the Gap - Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0.
J. Web Semant., 2010
Discovery of interactive graphs for understanding and searching time-indexed corpora.
Knowl. Inf. Syst., 2010
Intelligent scientific authoring tools: Interactive data mining for constructive uses of citation networks.
Inf. Process. Manag., 2010
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010
From bursty patterns to bursty facts: The effectiveness of temporal text mining for news.
Proceedings of the ECAI 2010, 2010
PETs in the Surveillance Society: A Critical Review of the Potentials and Limitations of the Privacy as Confidentiality Paradigm.
Proceedings of the Data Protection in a Profiled World, 2010
2009
Künstliche Intell., 2009
A user-centric approach to identifying best deployment strategies for language tools: the impact of content and access language on Web user behaviour and attitudes.
Inf. Retr., 2009
Data Mining, Interactive Semantic Structuring, and Collaboration: A Diversity-aware Method for Sense-making in Search.
Proceedings of First International Workshop on Living Web, 2009
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009
Study on Contexts in Tracking Usage and Attention Metadata in Multilingual Technology Enhanced Learning.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009
2008
Int. J. Electron. Commer., 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the Advances in Information Retrieval , 2008
Proceedings of the Next Generation of Data Mining., 2008
2007
Proceedings of the First International Conference on Weblogs and Social Media, 2007
2006
From World-Wide-Web Mining to Worldwide Webmining: Understanding People's Diversity for Effective Knowledge Discovery.
Proceedings of the From Web to Social Web: Discovering and Deploying User and Content Profiles, 2006
Intelligent Bibliography Creation and Markup for Authors: A Step Towards Interoperable Digital Libraries.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2006
Proceedings of the Computational Approaches to Analyzing Weblogs, 2006
2005
New Rev. Hypermedia Multim., 2005
The Workshop Program at the Nineteenth National Conference on Artificial Intelligence.
AI Mag., 2005
The semantics of frequent subgraphs: Mining and navigation pattern analysis.
Proceedings of the Lernen, 2005
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2005
Understanding and Supporting Volunteer Contributors: The Case of Metadata and Document Servers.
Proceedings of the Knowledge Collection from Volunteer Contributors, 2005
2004
Proceedings of the 2004 IEEE International Conference on E-Commerce Technology (CEC 2004), 2004
Cultural Determinants of Search Behaviour on Websites.
Proceedings of the Designing for Global Markets 6, 2004
2003
A Framework for the Evaluation of Session Reconstruction Heuristics in Web-Usage Analysis.
INFORMS J. Comput., 2003
Addressing Users' Privacy Concerns for Improving Personalization Quality: Towards an Integration of User Studies and Algorithm Evaluation.
Proceedings of the Intelligent Techniques for Web Personalization, IJCAI 2003 Workshop, 2003
Proceedings of the Web Mining: From Web to Semantic Web, 2003
2002
Data Min. Knowl. Discov., 2002
Virtual 3D Jigsaw Puzzles: Studying the Effect of Exploring Spatial Relations with Implicit Guidance.
Proceedings of the Mensch & Computer 2002: Vom interaktiven Werkzeug zu kooperativen Arbeits- und Lernwelten, 2002
The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis.
Proceedings of the WEBKDD 2002, 2002
2001
Proceedings of the Proceedings 3rd ACM Conference on Electronic Commerce (EC-2001), 2001
Proceedings of the WEBKDD 2001, 2001
2000
Analysis of Navigation Behaviour in Web Sites Integrating Multiple Information Systems.
VLDB J., 2000
Distanzwissen zwischen KI/Qualitativem räumlichen Schliessen und Kognitionspsychologie.
Künstliche Intell., 2000
1999
Representation and processing of knowledge about distances in environmental spaces - a computational model of inferred route distances investigating their qualitative and quantitative determinants.
PhD thesis, 1999
1998
1997
Proceedings of the KI-97: Advances in Artificial Intelligence, 1997
Spatial Thinking with Geographic Maps: An Empirical Sstudy.
Proceedings of the Herausforderungen an die Wissensorganisation: Visualisierung, 1997
Feature Accumulation and Route Structuring in Distance Estimations - An Interdisciplinary Approach.
Proceedings of the Spatial Information Theory: A Theoretical Basis for GIS, 1997