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ORCIDBettina Berendt
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- affiliation: TU Berlin, Germany
- affiliation: Catholic University of Leuven, Belgium
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2020 – today
- 2024
[j37]Miriam Fahimi
, Mayra Russo, Kristen M. Scott, Maria-Esther Vidal, Bettina Berendt, Katharina Kinder-Kurlanda:
Articulation Work and Tinkering for Fairness in Machine Learning. Proc. ACM Hum. Comput. Interact. 8(CSCW2): 1-23 (2024)- [c67]Dimitri Staufer, Frank Pallas, Bettina Berendt:
Silencing the Risk, Not the Whistle: A Semi-automated Text Sanitization Tool for Mitigating the Risk of Whistleblower Re-Identification. FAccT 2024: 733-745 - [i21]David Hartmann, José Renato Laranjeira de Pereira, Chiara Streitbörger, Bettina Berendt:
Addressing the Regulatory Gap: Moving Towards an EU AI Audit Ecosystem Beyond the AIA by Including Civil Society. CoRR abs/2403.07904 (2024) - [i20]Dimitri Staufer, Frank Pallas, Bettina Berendt:
Silencing the Risk, Not the Whistle: A Semi-automated Text Sanitization Tool for Mitigating the Risk of Whistleblower Re-Identification. CoRR abs/2405.01097 (2024) - [i19]David Hartmann, Lena Pohlmann, Sonja Mei Wang, Bettina Berendt:
A Systematic Review of Echo Chamber Research: Comparative Analysis of Conceptualizations, Operationalizations, and Varying Outcomes. CoRR abs/2407.06631 (2024) - [i18]Miriam Fahimi, Mayra Russo, Kristen M. Scott, Maria-Esther Vidal, Bettina Berendt, Katharina Kinder-Kurlanda:
Articulation Work and Tinkering for Fairness in Machine Learning. CoRR abs/2407.16496 (2024) - 2023
- [c66]Ewoenam Kwaku Tokpo, Pieter Delobelle, Bettina Berendt, Toon Calders:
How Far Can It Go? On Intrinsic Gender Bias Mitigation for Text Classification. EACL 2023: 3410-3425 - [c65]José M. Álvarez, Kristen M. Scott, Bettina Berendt, Salvatore Ruggieri:
Domain Adaptive Decision Trees: Implications for Accuracy and Fairness. FAccT 2023: 423-433 - [c64]Sonja Mei Wang, Kristen M. Scott, Margarita Artemenko, Milagros Miceli, Bettina Berendt:
"We try to empower them" - Exploring Future Technologies to Support Migrant Jobseekers. FAccT 2023: 972-983 - [c63]Pieter Delobelle, Sonja Mei Wang, Bettina Berendt:
ResumeTailor: Improving Resume Quality Through Co-Creative Tools. HHAI 2023: 419-421 - [i17]Özgür Karadeniz, Bettina Berendt, Sercan Kiyak, Stefan Mertens, Leen D'Haenens:
Political representation bias in DBpedia and Wikidata as a challenge for downstream processing. CoRR abs/2301.00671 (2023) - [i16]Ewoenam Kwaku Tokpo, Pieter Delobelle, Bettina Berendt, Toon Calders:
How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text Classification. CoRR abs/2301.12855 (2023) - [i15]José M. Álvarez, Kristen M. Scott, Salvatore Ruggieri, Bettina Berendt:
Domain Adaptive Decision Trees: Implications for Accuracy and Fairness. CoRR abs/2302.13846 (2023) - [i14]Bettina Berendt, Özgür Karadeniz, Sercan Kiyak, Stefan Mertens, Leen D'Haenens:
Bias, diversity, and challenges to fairness in classification and automated text analysis. From libraries to AI and back. CoRR abs/2303.07207 (2023) - [i13]François Remy, Pieter Delobelle, Bettina Berendt, Kris Demuynck, Thomas Demeester:
Tik-to-Tok: Translating Language Models One Token at a Time: An Embedding Initialization Strategy for Efficient Language Adaptation. CoRR abs/2310.03477 (2023) - 2022
- [c62]Kristen M. Scott, Sonja Mei Wang, Milagros Miceli, Pieter Delobelle, Karolina Sztandar-Sztanderska, Bettina Berendt:
Algorithmic Tools in Public Employment Services: Towards a Jobseeker-Centric Perspective. FAccT 2022: 2138-2148 - [c61]Pieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt:
Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models. NAACL-HLT 2022: 1693-1706 - [c60]Pieter Delobelle, Bettina Berendt:
FairDistillation: Mitigating Stereotyping in Language Models. ECML/PKDD (2) 2022: 638-654 - [c59]Styliani Kleanthous, Bamshad Mobasher, Tsvika Kuflik, Bettina Berendt, Robin Burke, Jahna Otterbacher, Nasim Sonboli, Avital Shulner-Tal:
5th Workshop on Fairness in User Modeling, Adaptation, and Personalization (FairUMAP 2022). UMAP (Adjunct Publication) 2022: 209-210 - [i12]Pieter Delobelle, Thomas Winters, Bettina Berendt:
RobBERTje: a Distilled Dutch BERT Model. CoRR abs/2204.13511 (2022) - [i11]Pieter Delobelle, Bettina Berendt:
FairDistillation: Mitigating Stereotyping in Language Models. CoRR abs/2207.04546 (2022) - [i10]Pieter Delobelle, Thomas Winters, Bettina Berendt:
RobBERT-2022: Updating a Dutch Language Model to Account for Evolving Language Use. CoRR abs/2211.08192 (2022) - [i9]Bettina Berendt, Stan Matwin, Chiara Renso, Fran Meissner, Francesca Pratesi, Alessandra Raffaetà, Geoffrey Rockwell:
Mobility Data Mining: from Technical to Ethical (Dagstuhl Seminar 22022). Dagstuhl Reports 12(1): 35-66 (2022) - 2021
- [j36]Bettina Berendt, Fabien Gandon, Susan Halford, Wendy Hall, Jim Hendler, Katharina E. Kinder-Kurlanda, Eirini Ntoutsi, Steffen Staab:
Web Futures: Inclusive, Intelligent, Sustainable The 2020 Manifesto for Web Science (Dagstuhl Perspectives Workshop 18262). Dagstuhl Manifestos 9(1): 1-42 (2021) - [j35]Bettina Berendt, Peter Burger, Rafael Hautekiet, Jan Jagers, Alexander Pleijter, Peter Van Aelst:
FactRank: Developing automated claim detection for Dutch-language fact-checkers. Online Soc. Networks Media 22: 100113 (2021) - [j34]Pieter Delobelle, Paul Temple, Gilles Perrouin, Benoît Frénay, Patrick Heymans, Bettina Berendt:
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning. SIGKDD Explor. 23(1): 32-41 (2021) - [c58]Bamshad Mobasher, Styliani Kleanthous, Bettina Berendt, Jahna Otterbacher, Tsvi Kuflik, Avital Shulner-Tal:
FairUMAP 2021: The 4th Workshop on Fairness in User Modeling, Adaptation and Personalization. UMAP (Adjunct Publication) 2021: 399-400 - [c57]Bettina Berendt, Özgür Karadeniz, Stefan Mertens, Leen D'Haenens:
Fairness beyond "equal": The Diversity Searcher as a Tool to Detect and Enhance the Representation of Socio-political Actors in News Media. WWW (Companion Volume) 2021: 202-212 - [i8]Kristen M. Scott, Pieter Delobelle, Bettina Berendt:
Measuring Shifts in Attitudes Towards COVID-19 Measures in Belgium Using Multilingual BERT. CoRR abs/2104.09947 (2021) - [i7]Bettina Berendt, Stefan Schiffner:
Whistleblower protection in the digital age - why 'anonymous' is not enough. Towards an interdisciplinary view of ethical dilemmas. CoRR abs/2111.02825 (2021) - [i6]Pieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt:
Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models. CoRR abs/2112.07447 (2021) - 2020
- [j33]Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria-Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder-Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab:
Bias in data-driven artificial intelligence systems - An introductory survey. WIREs Data Mining Knowl. Discov. 10(3) (2020) - [c56]Geoffrey Rockwell, Robert Budac, Bettina Berendt, Florence M. Chee, Todd Suomela:
Gamergate: Predicting the Present. DH 2020 - [c55]Pieter Delobelle, Thomas Winters, Bettina Berendt:
RobBERT: a Dutch RoBERTa-based Language Model. EMNLP (Findings) 2020: 3255-3265 - [c54]Doris Allhutter, Bettina Berendt:
Deconstructing FAT: using memories to collectively explore implicit assumptions, values and context in practices of debiasing and discrimination-awareness. FAT* 2020: 687 - [c53]Bamshad Mobasher, Styliani Kleanthous, Bettina Berendt, Michael D. Ekstrand, Jahna Otterbacher, Avital Shulner-Tal:
UMAP 2020 Fairness in User Modeling, Adaptation and Personalization (FairUMAP 2020) Chairs' Welcome. UMAP (Adjunct Publication) 2020: 241-243 - [c52]Bamshad Mobasher, Styliani Kleanthous, Michael D. Ekstrand, Bettina Berendt, Jahna Otterbacher, Avital Shulner-Tal:
FairUMAP 2020: The 3rd Workshop on Fairness in User Modeling, Adaptation and Personalization. UMAP 2020: 404-405 - [i5]Pieter Delobelle, Thomas Winters, Bettina Berendt:
RobBERT: a Dutch RoBERTa-based Language Model. CoRR abs/2001.06286 (2020) - [i4]Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria-Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder-Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab:
Bias in Data-driven AI Systems - An Introductory Survey. CoRR abs/2001.09762 (2020) - [i3]Pieter Delobelle, Paul Temple, Gilles Perrouin, Benoît Frénay, Patrick Heymans, Bettina Berendt:
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning. CoRR abs/2005.06852 (2020)
2010 – 2019
- 2019
- [j32]Calum Thornhill, Quentin Meeus, Jeroen Peperkamp, Bettina Berendt:
A Digital Nudge to Counter Confirmation Bias. Frontiers Big Data 2: 11 (2019) - [j31]Bettina Berendt:
AI for the Common Good?! Pitfalls, challenges, and ethics pen-testing. Paladyn J. Behav. Robotics 10(1): 44-65 (2019) - [c51]Pieter Delobelle, Murilo Cunha, Eric Massip Cano, Jeroen Peperkamp, Bettina Berendt:
Computational Ad Hominem Detection. ACL (2) 2019: 203-209 - [c50]Bettina Berendt:
Privacy Beyond Confidentiality, Data Science Beyond Spying: From Movement Data and Data Privacy Towards a Wider Fundamental Rights Discourse. APF 2019: 59-71 - [c49]Pieter Delobelle, Bettina Berendt:
Time to Take Emoji Seriously: They Vastly Improve Casual Conversational Models. BNAIC/BENELEARN 2019 - [c48]Bettina Berendt, Veronika Bogina, Robin Burke, Michael D. Ekstrand, Alan Hartman, Styliani Kleanthous, Tsvi Kuflik, Bamshad Mobasher, Jahna Otterbacher:
FairUMAP 2019 Chairs' Welcome Overview. UMAP (Adjunct Publication) 2019: 279-281 - [i2]Pieter Delobelle, Bettina Berendt:
Time to Take Emoji Seriously: They Vastly Improve Casual Conversational Models. CoRR abs/1910.13793 (2019) - 2018
- [j30]Martin Degeling, Bettina Berendt:
What is wrong about Robocops as consultants? A technology-centric critique of predictive policing. AI Soc. 33(3): 347-356 (2018) - [c47]Stefan Schiffner, Bettina Berendt, Triin Siil, Martin Degeling, Robert Riemann, Florian Schaub, Kim Wuyts, Massimo Attoresi, Seda F. Gürses, Achim Klabunde, Jules Polonetsky, Norman M. Sadeh, Gabriela Zanfir-Fortuna:
Towards a Roadmap for Privacy Technologies and the General Data Protection Regulation: A Transatlantic Initiative. APF 2018: 24-42 - [c46]Rocío A. Chongtay, Mark Last, Bettina Berendt:
Responsive News Summarization for Ubiquitous Consumption on Multiple Mobile Devices. IUI 2018: 433-437 - [c45]Bamshad Mobasher, Robin Burke, Michael D. Ekstrand, Bettina Berendt:
UMAP 2018 Fairness in User Modeling, Adaptation and Personalization (FairUMAP 2018) Chairs' Welcome & Organization: Preface. UMAP (Adjunct Publication) 2018: 3-5 - [c44]Jeroen Peperkamp, Bettina Berendt:
Diversity Checker: Toward Recommendations for Improving Journalism with Respect to Diversity. UMAP (Adjunct Publication) 2018: 35-41 - [i1]Bettina Berendt:
AI for the Common Good?! Pitfalls, challenges, and Ethics Pen-Testing. CoRR abs/1810.12847 (2018) - 2017
- [j29]Ralf De Wolf, Ellen Vanderhoven, Bettina Berendt, Jo Pierson, Tammy Schellens:
Self-reflection on privacy research in social networking sites. Behav. Inf. Technol. 36(5): 459-469 (2017) - [j28]Bettina Berendt, Sören Preibusch:
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 (2017) - [c43]Bettina Berendt:
Better Data Protection by Design Through Multicriteria Decision Making: On False Tradeoffs Between Privacy and Utility. APF 2017: 210-230 - [r2]Bettina Berendt:
Text Mining for News and Blogs Analysis. Encyclopedia of Machine Learning and Data Mining 2017: 1247-1255 - 2016
- [j27]Sören Preibusch, Thomas Peetz, Gunes Acar, Bettina Berendt:
Shopping for privacy: Purchase details leaked to PayPal. Electron. Commer. Res. Appl. 15: 52-64 (2016) - [j26]Bo Gao, Bettina Berendt, Joaquin Vanschoren:
Toward understanding online sentiment expression: an interdisciplinary approach with subgroup comparison and visualization. Soc. Netw. Anal. Min. 6(1): 68:1-68:16 (2016) - [c42]Markus Luczak-Rösch, Laura Hollink, Bettina Berendt:
Current Directions for Usage Analysis and the Web of Data: The Diverse Ecosystem of Web of Data Access Mechanisms. WWW (Companion Volume) 2016: 885-887 - [e7]Bettina Berendt, Thomas Engel, Demosthenes Ikonomou, Daniel Le Métayer, Stefan Schiffner:
Privacy Technologies and Policy - Third Annual Privacy Forum, APF 2015, Luxembourg, October 7-8, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9484, Springer 2016, ISBN 978-3-319-31455-6 [contents] - [e6]Bettina Berendt, Björn Bringmann, Élisa Fromont, Gemma C. Garriga, Pauli Miettinen, Nikolaj Tatti, Volker Tresp:
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part III. Lecture Notes in Computer Science 9853, Springer 2016, ISBN 978-3-319-46130-4 [contents] - 2015
- [j25]Laura Dragan, Markus Luczak-Rösch, Elena Simperl, Heather S. Packer, Luc Moreau, Bettina Berendt:
A-posteriori Provenance-enabled Linking of Publications and Datasets via Crowdsourcing. D Lib Mag. 21(1/2) (2015) - [j24]Bettina Berendt, Marco Büchler, Geoffrey Rockwell:
Is it Research or is it Spying? Thinking-Through Ethics in Big Data AI and Other Knowledge Sciences. Künstliche Intell. 29(2): 223-232 (2015) - [j23]Ralf De Wolf, Bo Gao, Bettina Berendt, Jo Pierson:
The promise of audience transparency. Exploring users' perceptions and behaviors towards visualizations of networked audiences on Facebook. Telematics Informatics 32(4): 890-908 (2015) - [c41]Pagona Tsormpatzoudi, Bettina Berendt, Fanny Coudert:
Privacy by Design: From Research and Policy to Practice - the Challenge of Multi-disciplinarity. APF 2015: 199-212 - [c40]Bo Gao, Bettina Berendt, Joaquin Vanschoren:
Who is More Positive in Private? Analyzing Sentiment Differences across Privacy Levels and Demographic Factors in Facebook Chats and Posts. ASONAM 2015: 605-610 - [c39]Sören Preibusch, Thomas Peetz, Gunes Acar, Bettina Berendt:
Purchase Details Leaked to PayPal. Financial Cryptography 2015: 217-226 - [c38]Bettina Berendt, Gebhard Dettmar, Bernhard Esslinger, Andreas Gramm, Andreas Grillenberger, Alexander Hug, Helmut Witten:
Datenschutz im 21.Jahrhundert - Ist Schutz der Privatsphäre (noch) möglich? INFOS 2015: 33-42 - [e5]Bettina Berendt, Laura Dragan, Laura Hollink, Markus Luczak-Rösch, Elena Demidova, Stefan Dietze, Julian Szymanski, John G. Breslin:
Joint Proceedings of the 5th International Workshop on Using the Web in the Age of Data (USEWOD '15) and the 2nd International Workshop on Dataset PROFIling and fEderated Search for Linked Data (PROFILES '15) co-located with the 12th European Semantic Web Conference (ESWC 2015), Portorož, Slovenia, May 31 - June 1, 2015. CEUR Workshop Proceedings 1362, CEUR-WS.org 2015 [contents] - 2014
- [j22]Bettina Berendt, Sören Preibusch:
Better decision support through exploratory discrimination-aware data mining: foundations and empirical evidence. Artif. Intell. Law 22(2): 175-209 (2014) - [j21]Anthony Jameson, Bettina Berendt, Silvia Gabrielli, Federica Cena, Cristina Gena, Fabiana Vernero, Katharina Reinecke:
Choice Architecture for Human-Computer Interaction. Found. Trends Hum. Comput. Interact. 7(1-2): 1-235 (2014) - [j20]Bettina Berendt, Gebhard Dettmar, Cihan Demir, Thomas Peetz:
Kostenlos ist nicht kostenfrei. LOG IN 34(2): 41-56 (2014) - [p7]Bo Gao, Bettina Berendt:
Friends and Circles - A Design Study for Contact Management in Egocentric Online Social Networks. Online Social Media Analysis and Visualization 2014: 129-161 - 2013
- [j19]Ilija Subasic, Bettina Berendt:
Story graphs: Tracking document set evolution using dynamic graphs. Intell. Data Anal. 17(1): 125-147 (2013) - [c37]Bo Gao, Bettina Berendt:
Circles, posts and privacy in egocentric social networks: an exploratory visualization approach. ASONAM 2013: 792-796 - 2012
- [j18]Bettina Berendt:
More than modelling and hiding: towards a comprehensive view of Web mining and privacy. Data Min. Knowl. Discov. 24(3): 697-737 (2012) - [c36]Bettina Berendt, Sören Preibusch:
Exploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data Mining. ICDM Workshops 2012: 344-351 - [c35]Bo Gao, Bettina Berendt, Dave Clarke, Ralf De Wolf, Thomas Peetz, Jo Pierson, Rula Sayaf:
Interactive Grouping of Friends in OSN: Towards Online Context Management. ICDM Workshops 2012: 555-562 - [c34]Mathias Verbeke, Ilija Subasic, Bettina Berendt:
How to Carve up the World: Learning and Collaboration for Structure Recommendation. MSM/MUSE 2012: 1-22 - 2011
- [j17]Bettina Berendt, Laura Hollink, Vera Hollink, Markus Luczak-Rösch, Knud Möller, David Vallet:
Usage analysis and the web of data. SIGIR Forum 45(1): 63-69 (2011) - [c33]Ilija Subasic, Bettina Berendt:
Peddling or Creating? Investigating the Role of Twitter in News Reporting. ECIR 2011: 207-213 - [c32]Bo Gao, Bettina Berendt:
Visual Data Mining for Higher-level Patterns: Discrimination-Aware Data Mining and Beyond. LWA 2011: 143-150 - [c31]Gudrun Kellner, Bettina Berendt:
Extracting knowledge about cognitive style. NLPKE 2011: 73-79 - [c30]Gudrun Kellner, Bettina Berendt:
Towards a New Dimension for User Modeling: The Use of Sensory Vocabulary. UMAP Workshops 2011: 397-401 - [c29]Bettina Berendt, Laura Hollink, Vera Hollink, Markus Luczak-Rösch, Knud Möller, David Vallet:
USEWOD2011: 1st international workshop on usage analysis and the web of data. WWW (Companion Volume) 2011: 305-306 - [p6]Bettina Berendt:
Spam, Opinions, and Other Relationships: Towards a Comprehensive View of the Web Knowledge Discovery. Advanced Topics in Information Retrieval 2011: 51-82 - [p5]Bettina Berendt, Joaquin Vanschoren, Bo Gao:
Datenanalyse und -visualisierung. Handbuch Forschungsdatenmanagement 2011: 139-148 - 2010
- [j16]Bettina Berendt, Beate Krause, Sebastian Kolbe-Nusser:
Intelligent scientific authoring tools: Interactive data mining for constructive uses of citation networks. Inf. Process. Manag. 46(1): 1-10 (2010) - [j15]Ilija Subasic, Bettina Berendt:
Discovery of interactive graphs for understanding and searching time-indexed corpora. Knowl. Inf. Syst. 23(3): 293-319 (2010) - [j14]Bettina Berendt, Andreas Hotho, Gerd Stumme:
Bridging the Gap - Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0. J. Web Semant. 8(2-3): 95-96 (2010) - [c28]Ilija Subasic, Bettina Berendt:
From bursty patterns to bursty facts: The effectiveness of temporal text mining for news. ECAI 2010: 517-522 - [c27]Ilija Subasic, Bettina Berendt:
Experience STORIES: A Visual News Search and Summarization System. ECML/PKDD (3) 2010: 619-623 - [p4]Seda F. Gürses, Bettina Berendt:
PETs in the Surveillance Society: A Critical Review of the Potentials and Limitations of the Privacy as Confidentiality Paradigm. Data Protection in a Profiled World 2010: 301-321 - [p3]Bettina Berendt, Ernestina Menasalvas:
A Human-Centric Perspective on Ubiquitous Knowledge Discovery. Ubiquitous Knowledge Discovery 2010: 90-107 - [p2]Bettina Berendt, Veit Köppen:
Improving Ranking by Respecting the Multidimensionality and Uncertainty of User Preferences. Intelligent Information Access 2010: 39-56 - [r1]Bettina Berendt:
Text Mining for News and Blogs Analysis. Encyclopedia of Machine Learning 2010: 968-972
2000 – 2009
- 2009
- [j13]Bettina Berendt, Anett Kralisch:
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. 12(3): 380-399 (2009) - [j12]Bettina Berendt, Ilija Subasic:
Measuring Graph Topology for Interactive Temporal Event Detection. Künstliche Intell. 23(2): 11-17 (2009) - [j11]Paul D. Clough, Bettina Berendt:
Report on the TrebleCLEF query log analysis workshop 2009. SIGIR Forum 43(2): 71-77 (2009) - [c26]Riina Vuorikari, Bettina Berendt:
Study on Contexts in Tracking Usage and Attention Metadata in Multilingual Technology Enhanced Learning. GI Jahrestagung 2009: 1654-1663 - [c25]Bettina Berendt, Ilija Subasic:
STORIES in Time: A Graph-Based Interface for News Tracking and Discovery. Web Intelligence/IAT Workshops 2009: 531-534 - [c24]Mathias Verbeke, Bettina Berendt, Siegfried Nijssen:
Data Mining, Interactive Semantic Structuring, and Collaboration: A Diversity-aware Method for Sense-making in Search. LivingWeb@ISWC 2009 - [e4]Bettina Berendt, Dunja Mladenic, Marco de Gemmis, Giovanni Semeraro, Myra Spiliopoulou, Gerd Stumme, Vojtech Svátek, Filip Zelezný:
Knowledge Discovery Enhanced with Semantic and Social Information. Studies in Computational Intelligence 220, 2009, ISBN 978-3-642-01890-9 [contents] - 2008
- [j10]Bettina Berendt, Sören Preibusch, Maximilian Teltzrow:
A Privacy-Protecting Business-Analytics Service for On-Line Transactions. Int. J. Electron. Commer. 12(3): 115-150 (2008) - [c23]Bettina Berendt:
You Are a Document Too: Web Mining and IR for Next-Generation Information Literacy. ECIR 2008: 3 - [c22]Ilija Subasic, Bettina Berendt:
Web Mining for Understanding Stories through Graph Visualisation. ICDM 2008: 570-579 - [p1]Michael May, Bettina Berendt, Antoine Cornuéjols, João Gama, Fosca Giannotti, Andreas Hotho, Donato Malerba, Ernestina Menasalvas, Katharina Morik, Rasmus Ulslev Pedersen, Lorenza Saitta, Yücel Saygin, Assaf Schuster, Koen Vanhoof:
Research Challenges in Ubiquitous Knowledge Discovery. Next Generation of Data Mining 2008 - 2007
- [j9]Bettina Berendt, Marc Draheim:
The Image of Germany in the World. Künstliche Intell. 21(3): 30-36 (2007) - [c21]Bettina Berendt, Christoph Hanser:
Tags are not metadata, but "just more content" - to some people. ICWSM 2007 - [e3]Bettina Berendt, Andreas Hotho, Dunja Mladenic, Giovanni Semeraro:
From Web to Social Web: Discovering and Deploying User and Content Profiles, Workshop on Web Mining, WebMine 2006, Berlin, Germany, September 18, 2006. Revised Selected and Invited Papers. Lecture Notes in Computer Science 4737, Springer 2007, ISBN 978-3-540-74950-9 [contents] - 2006
- [j8]Gerd Stumme, Andreas Hotho, Bettina Berendt:
Semantic Web Mining: State of the art and future directions. J. Web Semant. 4(2): 124-143 (2006) - [c20]Bettina Berendt, Roberto Navigli:
Finding Your Way through Blogspace: Using Semantics for Cross-Domain Blog Analysis. AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs 2006: 1-8 - [c19]Bettina Berendt, Kai Dingel, Christoph Hanser:
Intelligent Bibliography Creation and Markup for Authors: A Step Towards Interoperable Digital Libraries. ECDL 2006: 495-499 - [c18]Bettina Berendt, Anett Kralisch:
From World-Wide-Web Mining to Worldwide Webmining: Understanding People's Diversity for Effective Knowledge Discovery. WebMine 2006: 102-121 - [e2]Markus Ackermann, Bettina Berendt, Marko Grobelnik, Andreas Hotho, Dunja Mladenic, Giovanni Semeraro, Myra Spiliopoulou, Gerd Stumme, Vojtech Svátek, Maarten van Someren:
Semantics, Web and Mining, Joint International Workshops, EWMF 2005 and KDO 2005, Porto, Portugal, October 3 and 7, 2005, Revised Selected Papers. Lecture Notes in Computer Science 4289, Springer 2006, ISBN 3-540-47697-0 [contents] - 2005
- [j7]Ion Muslea, Virginia Dignum, Daniel D. Corkill, Catholijn M. Jonker, Frank Dignum, Silvia Coradeschi, Alessandro Saffiotti, Dan Fu, Jeff Orkin, William Cheetham, Kai Goebel, Piero P. Bonissone, Leen-Kiat Soh, Randolph M. Jones, Robert E. Wray III, Matthias Scheutz, Daniela Pucci de Farias, Shie Mannor, Georgios Theocharous, Doina Precup, Bamshad Mobasher, Sarabjot S. Anand, Bettina Berendt, Andreas Hotho, Hans W. Guesgen, Michael T. Rosenstein, Mohammad Ghavamzadeh:
The Workshop Program at the Nineteenth National Conference on Artificial Intelligence. AI Mag. 26(1): 103-108 (2005) - [j6]Bettina Berendt, Oliver Günther, Sarah Spiekermann:
Privacy in e-commerce: stated preferences vs. actual behavior. Commun. ACM 48(4): 101-106 (2005) - [j5]Anett Kralisch, Bettina Berendt:
Language-sensitive search behaviour and the role of domain knowledge. New Rev. Hypermedia Multim. 11(2): 221-246 (2005) - [c17]Bettina Berendt:
Understanding and Supporting Volunteer Contributors: The Case of Metadata and Document Servers. AAAI Spring Symposium: Knowledge Collection from Volunteer Contributors 2005: 106-109 - [c16]Bettina Berendt:
Using and Learning Semantics in Frequent Subgraph Mining. WEBKDD 2005: 18-38 - [c15]Bettina Berendt:
The semantics of frequent subgraphs: Mining and navigation pattern analysis. LWA 2005: 91-102 - 2004
- [c14]Anett Kralisch, Bettina Berendt:
Cultural Determinants of Search Behaviour on Websites. IWIPS 2004: 61-75 - [c13]Maximilian Teltzrow, Sören Preibusch, Bettina Berendt:
SIMT -- A Privacy Preserving Web Metrics Tool. CEC 2004: 263-270 - [e1]Bettina Berendt, Andreas Hotho, Dunja Mladenic, Maarten van Someren, Myra Spiliopoulou, Gerd Stumme:
Web Mining: From Web to Semantic Web, First European Web Mining Forum, EMWF 2003, Cavtat-Dubrovnik, Croatia, September 22, 2003, Revised Selected and Invited Papers. Lecture Notes in Computer Science 3209, Springer 2004, ISBN 3-540-23258-3 [contents] - 2003
- [j4]Myra Spiliopoulou, Bamshad Mobasher, Bettina Berendt, Miki Nakagawa:
A Framework for the Evaluation of Session Reconstruction Heuristics in Web-Usage Analysis. INFORMS J. Comput. 15(2): 171-190 (2003) - [c12]Daniel Oberle, Bettina Berendt, Andreas Hotho, Jorge Gonzalez:
Conceptual User Tracking. AWIC 2003: 155-164 - [c11]Bettina Berendt, Andreas Hotho, Dunja Mladenic, Maarten van Someren, Myra Spiliopoulou, Gerd Stumme:
A Roadmap for Web Mining: From Web to Semantic Web. EWMF 2003: 1-22 - [c10]Bettina Berendt, Maximilian Teltzrow:
Addressing Users' Privacy Concerns for Improving Personalization Quality: Towards an Integration of User Studies and Algorithm Evaluation. ITWP 2003: 69-88 - 2002
- [j3]Bettina Berendt:
Using Site Semantics to Analyze, Visualize, and Support Navigation. Data Min. Knowl. Discov. 6(1): 37-59 (2002) - [c9]Bettina Berendt, Bamshad Mobasher, Miki Nakagawa, Myra Spiliopoulou:
The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis. WEBKDD 2002: 159-179 - [c8]Felix Ritter, Bettina Berendt, Berit Fischer, Robert Richter, Bernhard Preim:
Virtual 3D Jigsaw Puzzles: Studying the Effect of Exploring Spatial Relations with Implicit Guidance. MuC 2002: 363-372 - [c7]Bettina Berendt, Andreas Hotho, Gerd Stumme:
Towards Semantic Web Mining. ISWC 2002: 264-278 - 2001
- [c6]Bettina Berendt:
Detail and Context in Web Usage Mining: Coarsening and Visualizing Sequences. WEBKDD 2001: 1-14 - [c5]Sarah Spiekermann, Jens Grossklags, Bettina Berendt:
E-privacy in 2nd generation E-commerce: privacy preferences versus actual behavior. EC 2001: 38-47 - 2000
- [j2]Bettina Berendt:
Distanzwissen zwischen KI/Qualitativem räumlichen Schliessen und Kognitionspsychologie. Künstliche Intell. 14(3): 71-73 (2000) - [j1]Bettina Berendt, Myra Spiliopoulou:
Analysis of Navigation Behaviour in Web Sites Integrating Multiple Information Systems. VLDB J. 9(1): 56-75 (2000)
1990 – 1999
- 1999
- [b1]Bettina Berendt:
Representation and processing of knowledge about distances in environmental spaces - a computational model of inferred route distances investigating their qualitative and quantitative determinants. University of Hamburg, Germany, DISKI 197, Infix 1999, ISBN 978-3-89601-197-8, pp. I-VII, 1-260 - 1998
- [c4]Bettina Berendt, Thomas Barkowsky, Christian Freksa, Stephanie Kelter:
Spatial Representation with Aspect Maps. Spatial Cognition 1998: 313-336 - 1997
- [c3]Bettina Berendt, Petra Jansen-Osmann:
Feature Accumulation and Route Structuring in Distance Estimations - An Interdisciplinary Approach. COSIT 1997: 279-296 - [c2]Bettina Berendt, Reinhold Rauh, Thomas Barkowsky:
Spatial Thinking with Geographic Maps: An Empirical Sstudy. Herausforderungen an die Wissensorganisation (ISKO Tagung) 1997: 63-74 - [c1]Bettina Berendt:
Modelling Subjective Distances. KI 1997: 195-206
Coauthor Index
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