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Semantic ScholarBettina Berendt
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- affiliation: Catholic University of Leuven, Belgium
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2020 – today
- 2020
[i4]Pieter Delobelle, Thomas Winters, Bettina Berendt:
RobBERT: a Dutch RoBERTa-based Language Model. CoRR abs/2001.06286 (2020)- [i3]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)
2010 – 2019
- 2019
- [j30]Bettina Berendt:
AI for the Common Good?! Pitfalls, challenges, and ethics pen-testing. Paladyn 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
- [j29]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
- [j28]Ralf De Wolf, Ellen Vanderhoven, Bettina Berendt, Jo Pierson, Tammy Schellens:
Self-reflection on privacy research in social networking sites. Behaviour & IT 36(5): 459-469 (2017) - [j27]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
- [j26]Sören Preibusch, Thomas Peetz, Gunes Acar, Bettina Berendt:
Shopping for privacy: Purchase details leaked to PayPal. Electronic Commerce Research and Applications 15: 52-64 (2016) - [j25]Bo Gao, Bettina Berendt, Joaquin Vanschoren:
Toward understanding online sentiment expression: an interdisciplinary approach with subgroup comparison and visualization. Social Netw. Analys. Mining 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
- [j24]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) - [j23]Bettina Berendt, Marco Büchler, Geoffrey Rockwell:
Is it Research or is it Spying? Thinking-Through Ethics in Big Data AI and Other Knowledge Sciences. KI 29(2): 223-232 (2015) - [j22]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 and 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
- [j21]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) - [j20]Anthony Jameson, Bettina Berendt, Silvia Gabrielli, Federica Cena, Cristina Gena, Fabiana Vernero, Katharina Reinecke:
Choice Architecture for Human-Computer Interaction. Foundations and Trends in Human-Computer Interaction 7(1-2): 1-235 (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. Manage. 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. KI 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. Electronic Commerce 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. KI 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 Magazine 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. The New Review of Hypermedia and Multimedia 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 Journal on Computing 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. Mensch & Computer 2002: 363-372 - [c7]Bettina Berendt, Andreas Hotho, Gerd Stumme:
Towards Semantic Web Mining. International Semantic Web Conference 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. KI 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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