Bettina Berendt

5.7k total citations
109 papers, 2.3k citations indexed

About

Bettina Berendt is a scholar working on Artificial Intelligence, Information Systems and Sociology and Political Science. According to data from OpenAlex, Bettina Berendt has authored 109 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 55 papers in Artificial Intelligence, 32 papers in Information Systems and 29 papers in Sociology and Political Science. Recurrent topics in Bettina Berendt's work include Privacy, Security, and Data Protection (19 papers), Ethics and Social Impacts of AI (17 papers) and Semantic Web and Ontologies (16 papers). Bettina Berendt is often cited by papers focused on Privacy, Security, and Data Protection (19 papers), Ethics and Social Impacts of AI (17 papers) and Semantic Web and Ontologies (16 papers). Bettina Berendt collaborates with scholars based in Belgium, Germany and United States. Bettina Berendt's co-authors include Sarah Spiekermann, Jens Großklags, Myra Spiliopoulou, Oliver Günther, Andreas Hotho, Gerd Stumme, Allison Littlejohn, Miki Nakagawa, Bamshad Mobasher and Sören Preibusch and has published in prestigious journals such as SHILAP Revista de lepidopterología, Communications of the ACM and Environment and Behavior.

In The Last Decade

Bettina Berendt

98 papers receiving 2.0k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Bettina Berendt Belgium 21 894 836 751 295 226 109 2.3k
Bart P. Knijnenburg United States 27 1.4k 1.6× 933 1.1× 953 1.3× 371 1.3× 148 0.7× 141 2.8k
Jens Großklags Germany 24 1.8k 2.0× 1.0k 1.2× 746 1.0× 409 1.4× 192 0.8× 137 2.9k
Laura Granka United States 14 961 1.1× 1.7k 2.0× 811 1.1× 235 0.8× 68 0.3× 21 3.4k
Brent Hecht United States 28 1.0k 1.1× 485 0.6× 600 0.8× 185 0.6× 108 0.5× 90 3.3k
Raian Ali United Kingdom 26 869 1.0× 748 0.9× 611 0.8× 168 0.6× 109 0.5× 189 2.5k
Carlos Jensen United States 22 747 0.8× 839 1.0× 378 0.5× 214 0.7× 55 0.2× 63 1.9k
Sarah Spiekermann Austria 26 2.4k 2.7× 810 1.0× 755 1.0× 889 3.0× 320 1.4× 111 3.6k
Kieron O’Hara United Kingdom 23 625 0.7× 642 0.8× 816 1.1× 156 0.5× 64 0.3× 154 2.1k
Béla Gipp Germany 27 345 0.4× 1.3k 1.5× 1.4k 1.8× 133 0.5× 268 1.2× 126 2.6k
Markus Strohmaier Austria 25 911 1.0× 755 0.9× 810 1.1× 71 0.2× 98 0.4× 149 2.8k

Countries citing papers authored by Bettina Berendt

Since Specialization
Citations

This map shows the geographic impact of Bettina Berendt's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Bettina Berendt with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Bettina Berendt more than expected).

Fields of papers citing papers by Bettina Berendt

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Bettina Berendt. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Bettina Berendt. The network helps show where Bettina Berendt may publish in the future.

Co-authorship network of co-authors of Bettina Berendt

This figure shows the co-authorship network connecting the top 25 collaborators of Bettina Berendt. A scholar is included among the top collaborators of Bettina Berendt based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Bettina Berendt. Bettina Berendt is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Vidal, María-Esther, et al.. (2024). Articulation Work and Tinkering for Fairness in Machine Learning. Proceedings of the ACM on Human-Computer Interaction. 8(CSCW2). 1–23.
2.
Álvarez, José M., et al.. (2023). Domain Adaptive Decision Trees: Implications for Accuracy and Fairness. CINECA IRIS Institutial research information system (University of Pisa). 423–433. 4 indexed citations
3.
Berendt, Bettina. (2019). AI for the Common Good?! Pitfalls, challenges, and ethics pen-testing. SHILAP Revista de lepidopterología. 60 indexed citations
4.
Berendt, Bettina & Sören Preibusch. (2017). Toward Accountable Discrimination-Aware Data Mining: The Importance of Keeping the Human in the Loop—and Under the Looking Glass. Big Data. 5(2). 135–152. 15 indexed citations
5.
Gao, Bo, Bettina Berendt, & Joaquin Vanschoren. (2016). Toward understanding online sentiment expression: an interdisciplinary approach with subgroup comparison and visualization. Social Network Analysis and Mining. 6(1). 2 indexed citations
6.
Wolf, Ralf De, Ellen Vanderhoven, Bettina Berendt, Jos Pierson, & Tammy Schellens. (2014). Self-reflection in privacy research on social network sites. Lirias (KU Leuven). 1 indexed citations
8.
Berendt, Bettina, Arjen P. de Vries, Wenfei Fan, et al.. (2011). Proceedings of the 20th ACM international conference on Information and knowledge management. 2 indexed citations
9.
Berendt, Bettina. (2009). Ranking -- Use and Usability. Bulletin of the Belgian Mathematical Society - Simon Stevin. 16(4). 3 indexed citations
10.
Berendt, Bettina, et al.. (2009). Data mining, interactive semantic structuring, and collaboration: a diversity-aware method for sense-making in search. Lirias (KU Leuven). 1–8. 2 indexed citations
11.
Vuorikari, Riina & Bettina Berendt. (2009). Study on contexts in tracking usage and attention metadata in multilingual Technology Enhanced Learning. DSpace (Open University in the Netherlands). 1654–1663. 3 indexed citations
12.
Berendt, Bettina, et al.. (2007). Tags are not Metadata, but "Just More Content" - to Some People. 23 indexed citations
14.
Bast, Holger, Georges Dupret, Debapriyo Majumdar, et al.. (2006). Discovering a Term Taxonomy from Term Similarities Using Principal Component Analysis. Lecture notes in computer science. 103–120. 2 indexed citations
15.
Berendt, Bettina. (2005). Understanding and Supporting Volunteer Contributors: The Case of Metadata and Document Servers.. National Conference on Artificial Intelligence. 106–109. 1 indexed citations
16.
Berendt, Bettina. (2005). The semantics of frequent subgraphs: Mining and navigation pattern analysis.. LWA. 91–102. 4 indexed citations
17.
Berendt, Bettina, Oliver Günther, & Sarah Spiekermann. (2005). Privacy in E-Commerce: Stated Preferences vs. Actual Behavior*. WU Research. 19 indexed citations
18.
Berendt, Bettina, Andreas Hotho, Dunja Mladenić, et al.. (2004). Web Mining: From Web to Semantic Web: First European Web Mining Forum, EWMF 2003, Cavtat-Dubrovnik, Croatia, September 22, 2003, Revised Selected and Invited Papers (Lecture Notes in Computer Science). Springer eBooks. 5 indexed citations
19.
Berendt, Bettina, Andreas Hotho, Dunja Mladenić, et al.. (2004). A Roadmap for Web Mining. Lecture notes in computer science. 21(3209).
20.
Berendt, Bettina. (2004). Web mining : from web to semantic web : First European Web Mining Forum, EWMF 2003, Cavtat-Dubrovnik, Croatia, September 22, 2003 : invited and selected revised papers. Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)).

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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