Bettina Berendt: Publications

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1 Bettina Berendt: Publications Contents 1 Publications / Publications until Publications /2013 Relevance of publications to the project proposal Data mining for computational journalism : Publications marked with ** are strongly related to the current project proposal since they deal with news mining and social networks, dynamic graphs, and/or media literacy. Publications marked with * are related to the current project proposal since they deal with Web or text mining, or the Social Web. A note on the structuring of the publication list: In data mining research (as in other areas of computer science), the Lecture Notes in Computer Science LNCS and its sub-series Lecture Notes in Artificial Intelligence LNAI play a key role. In particular, this book series comprises conference proceedings. Some conferences in the area are highly competitive and therefore very strictly reviewed, resulting in acceptance rates of 10 30%. (This also extends beyond LNCS/LNAI conferences, for example ECAI 2010 or ICDM 2008, mentioned in III a), had an acceptance rate of 10%.) Therefore, it is often more difficult to have an article accepted at such a conference than at ordinary conferences or ordinary journals. The high importance of conferences and especially LNCS/LNAI has been recognized through the indexing of the series in SCI. Therefore, publications in the series have been integrated here as I b). I. Internationally refereed journal articles a. Regular journals Numbers in angle brackets denote impact factors. All impact factors are SCI factors, unless otherwise noted, in which case they are SSCI factors. ** Subašić, I. & Berendt, B. (2013). Story Graphs: Tracking document set evolution using dynamic graphs. Intelligent Data Analysis, 17, [0.448] ** Berendt, B. (2012). More than modelling and hiding: Towards a comprehensive view of Web mining and privacy. Data Mining and Knowledge Discovery, 24 (3), [1.545] * Berendt, B., Hotho, A., & Stumme, G. (2011). Introduction to the Special Issue of the Journal of Web Semantics: Bridging the Gap Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0 Journal of Web Semantics, 8 (2-3), [2009: 3.412] 1

2 B. Berendt: Publications / * Berendt, B., Krause, B., & Kolbe-Nusser, S. (2010). Intelligent scientific authoring tools: Interactive data mining for constructive uses of citation networks. Information Processing & Management, 46(1), [1.852] * Berendt, B. & Kralisch, A. (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. Journal of Information Retrieval, 12 (3), [0.770] * Berendt, B. (2009). Ranking use and usability. Bulletin of the Belgian Mathematical Society-Simon Stevin, 16, [0.174] ** Subašić, I. & Berendt, B. (2010). Discovery of interactive graphs for understanding and searching time-indexed corpora. Knowledge and Information Systems, 23(3), [1.733] ** Berendt, B. & Subašić, I. (2009). Measuring graph topology for interactive temporal event detection. Künstliche Intelligenz, 02/09, Berendt, B., Preibusch, S., & Teltzrow, M. (2008). A privacy-protecting business analytics service for online transactions. International Journal of Electronic Commerce, 12, [1.186] b. Articles in Lecture Notes in Computer Science and Lecture Notes in Artificial Intelligence The SCI impact factor of the series was (in 2005). * Kellner, G. & Berendt, B. (2012). Towards a new dimension for user modeling based on the use of sensory vocabulary. In Advances in User Modeling - UMAP 2011 Workshops, Girona, Spain, July 11-15, 2011, Revised Selected Papers (pp ). Springer, Berlin. LNCS ** Subašić, I. & Berendt, B. (2011). Peddling or Creating? Investigating the Role of Twitter in News Reporting. In Proceedings of ECIR 2011 ( ). Berlin etc.: Springer. LNCS ** Subašić, I. & Berendt, B. (2010). Experience STORIES: A visual news search and summarization system. In Proceedings of ECML/PKDD 2010: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Part III (pp ). Berlin etc.: Springer. LNCS Berendt, B. & Menasalvas, E. (2010). A human-centric perspective on ubiquitous knowledge discovery. In M. May & L. Saitta (Eds.), A Blueprint for Ubiquitous Knowledge Discovery (pp ). Berlin etc.: Springer. LNAI Berendt, B. (2008). You Are a Document Too: Web Mining and IR for Next-Generation Information Literacy. In C. Macdonald et al. (Eds.), Advances in Information Retrieval, 30th European Conference on IR Research, ECIR 2008 (p. 3). Berlin etc.: Springer. LNCS (Invited keynote talk) II. Articles in other scientifical journals Köppen, V., Brüggemann, B., & Berendt, B. (2011). Designing data integration: The ETL pattern approach. UPGRADE: the European Journal for the Informatics Professional, XII (3), * Berendt, B., Hollink, L., Hollink, V., Luczak-Rösch, M., Möller, K., & Vallet, D. (2011). Usage analysis and the web of data. SIGIR Forum, 45(1),

3 B. Berendt: Publications / * Clough, P. & Berendt, B. (2009). Report on the TrebleCLEF Query Log Analysis Workshop SIGIR Forum, 43(2), III. Contributions at international conferences, symposia, etc. a. Published in proceedings; with refereeing Berendt, B. & Preibusch, S. (2012). Exploring discrimination: A user-centric evaluation of discrimination-aware data mining. In J. Vreeken and C. Ling (Eds.), 2012 IEEE 12th International Conference on Data Mining Workshops (pp ). IEEE Computer Science Press. * Gao, B., Berendt, B., Clarke, D., De Wolf, R., Peetz, T., Pierson, J. & Sayaf, R. (2012). Interactive grouping of friends in OSN: Towards online context management. In J. Vreeken and C. Ling (Eds.), 2012 IEEE 12th International Conference on Data Mining Workshops (pp ). IEEE Computer Science Press. * Verbeke, M., Subašić, I. & Berendt, B. (2012). Guiding user groupings learning and combining classification for itemset structuring. In Proceedings of the 3rd International Workshop on Mining Ubiquitous and Social Environments (MUSE). uni-kassel.de/ws/muse2012/presentations/muse2012-verbeke.pdf. ** Subašić, I. & Berendt, B. (2011). Interactive evaluation of interfaces for story tracking. In Proc.of the Fifth Workshop on Human-Computer Interaction and Information Retrieval HCIR. * Kellner, G. & Berendt, B. (2011). A new dimension for user modeling based on the use of sensory vocabulary. In User Modeling, Adaptation, and Personalization. 19th International Conference, UMAP 2011, Girona, Spain, July 11-15, 2011, Adjunct Proceedings (pp ). pdf (Best Poster Award) * Kellner, G. & Berendt, B. (2011). Extracting Knowledge about Cognitive Style. The Use of Sensory Vocabulary in Forums: A Text Mining Approach. In Proceedings of the 7th International Conference on Natural Language Processing and Knowledge Engineering NLPKE 2011 (pp ). Los Alamitos, CA: IEEE Computer Society Press. (Best Paper Award) ** Subašić, I., Berendt, B., & Trümper, D. (2011). Sailing the corpus sea: Visual exploration of news stories. In Intelligent Systems and Informatics (SISY), 2011 IEEE 9th International Symposium on (pp ). Los Alamitos, CA: IEEE Computer Society Press. Gao, B. & Berendt, B. (2011). Visual Data Mining for Higher-level Patterns: Discrimination- Aware Data Mining and Beyond. In Benelearn Proceedings of the Twentieth Belgian Dutch Conference on Machine Learning, The Hague, May (pp ). http: // * Berendt, B., Hollink, L., Hollink, V., Luczak-Rösch, M., Möller, K., & Vallet, D. (2011). USEWOD2011: 1st international workshop on usage analysis and the web of data. In WWW 11 Proceedings of the 20th international conference companion on World wide web (Companion Volume): New York: ACM. ** Subašić, I. & Berendt, B. (2010). From bursty patterns to bursty facts: The effectiveness of temporal text mining for news. In Proceedings of ECAI 2010: 19th European Conference on Artificial Intelligence (pp ). IOS Press.

4 B. Berendt: Publications / Gürses, S. & Berendt, B. (2010). PETs in the Surveillance Society: A critical review of the potentials and limitations of the privacy as confidentiality paradigm. In S. Gutwirth, Y. Poullet, & P. De Hert (Eds.), Data Protection in a Profiled World. CPDP 2009 (pp ). Berlin etc.: Springer. * Verbeke, M., Berendt, B., & Nijssen, S. (2009). Data mining, interactive semantic structuring, and collaboration: A diversity-aware method for sense-making in search. In G. Boato & C. Niederee (Eds.), Proceedings of First International Workshop on Living Web, collocated with the 8th International Semantic Web Conference (ISWC-2009), Washington D.C., USA, October 26, CEUR Workshop Proceedings Vol Vuorikari, R. & Berendt, B. (2009). Study on contexts in tracking usage and attention metadata in the field of multilingual Technology Enhanced Learning. In S. Fischer, E. Maehle, & R. Reischuk (Eds.), INFORMATIK Im Focus das Leben , Lübeck, Proceedings (pp. 181, ). GI-Edition, Lecture Notes in Informatics, Volume P-154. Bonn, Germany: Gesellschaft für Informatik, Köllen Druck+Verlag GmbH. ** Berendt, B. & Subašić, I. (2009). STORIES in time: a graph-based interface for news tracking and discovery. In N. Cristianini & M. Turchi (Eds.), Proceedings of Intelligent Analysis and Processing of Web News Content (IAPWNC) at The 2009 IEEE /WIC / ACM International Conferences Web Intelligence (WI 09) / Intelligent Agent Technology (IAT 09). 15 September 2009, Milan, Italy /09 DOI /WI-IAT pp ** Subašić, I. & Berendt, B. (2008). Web mining for understanding stories through graph visualisation. In F. Giannotti, D. Gunopoulos, F. Turini, C. Zaniolo, N. Ramakrishnan & X. Wu (Eds.), Proceedings of the 2008 Eighth IEEE International Conference on Data Mining (pp ). Los Alamitos, CA: IEEE Computer Society Press. (Runner-up Best Paper Award in the Applications Category) ** Berendt, B. & Subašić, I. (2008). Identifying, measuring and visualizing the evolution of a story: A Web mining approach. In H. Kretschmer and F. Havemann (Eds.), Proceedings of WIS 2008 (Fourth International Conference on Webometrics, Informetrics and Scientometrics & Ninth COLLNET Meeting). Gesellschaft für Wissenschaftsforschung, c/o Institut für Bibliotheks- und Informationswissenschaft der Humboldt-Universität zu Berlin. Open- Access e-book. * Subašić, I. & Berendt, B. (2008). Topical structure discovery in folksonomies In Berendt, Glance, & Hotho (Eds.) (2008) Wikis, Blogs, Bookmarking Tools Mining the Web 2.0. Workshop at the ECML/PKDD 2008 Intnerational Conference. b. Not published or only available as abstract and slideset * Gürses, S. & Berendt, B. (2010). Practices, Reciprocity and Conflict Detection in Social Networks. 3rd International Conference CPDP 2010: Computers, Privacy & Data Protection. An Element of Choice, Jan 29-30, 2010, Brussels, Belgium. Gürses, S., Preneel, B., & Berendt, B. (2009). PETs under Surveillance: A Critical review of the potentials and limitations of the privacy as confidentiality paradigm. 2nd Hot Topics in Privacy Enhancing Technologies (HotPETs 2009). Held in conjunction with the 9th Privacy Enhancing Technologies Symposium, Aug 5 - Aug 7, 2009, Seattle, WA, USA,

5 B. Berendt: Publications / * Berendt, B. (2008). Social Networks. Panel presentation at the 2008 Eighth IEEE International Conference on Data Mining, Pisa, Italy, 18 December [invited] Berendt, B. (2008). Designing Technology for Privacy and Security Panel presentation, Conference Future of Trust in Computing, Berlin, Germany, 30 June [invited] * Berendt, B. (2008). Web mining for human learning. Spring Workshop on Mining and Learning SML 2008, Traben-Trarbach, Germany. 24 April [invited] ** Berendt, B. (2008). The evolution of a story in a network a Web mining perspective. Workshop Evolution and Structure of Complex Systems and Networks, Zentrum für Interdisziplinäre Forschung ZIF, Bielefeld, Germany, 26 February [invited] Berendt, B. (2008). Panel presentation at the First International Workshop on Mobility, Data Mining and Privacy Preserving anonymity in geographically referenced data. Rome, Italy. 14 February [invited] IV. Contributions at other conferences and meetings a. Published in proceedings; with refereeing Gao, B. & Berendt, B. (in press). Visual Data Mining for Higher-level Patterns: Discrimination- Aware Data Mining and Beyond. To appear in LWA 2011: Lernen, Wissen & Adaptivität, Workshop Proceedings, KDML Workshop on Knowledge Discovery, Data Mining and Machine Learning. Faculty of Computer Science, Otto-von-Guericke-University Magdeburg, September b. Not published or only available as abstract and slideset * Berendt, B. (2009). Exploratory analysis needs theor[y ies] OR: Some answers to 14 questions. Invited Talk, TrebleCLEF Workshop on Query Log Mining, London, UK, May [invited] * Berendt, B. (2008). Users enablers or hindrances of Intelligent Information Access? Conference IIA 2008 Intelligent Information Access. Cagliari, Italy, 10 December [invited] * Berendt, B. (2008). Ranking Use and Usability. Symposium: The mathematics of ranking of the Belgian Mathematical Society & National Committee of Mathematics, Brussels, Belgium, 15 October 2008 [invited; the journal publication of the same name is a follow-up to this presentation] ** Berendt, B. (2008). Why and how is this a related document?: Semantics-based analysis of and navigation through heterogeneous text corpora. PASCAL Final Symposium, Bled, Slovenia, 29 January [invited pump priming project final presentation] Berendt, B. (2008). Learning, interdisciplinarity,... Some lessons learned from a (predominantly) German biography. Workshop on Innovative Undergraduate Programs, Paris Montagne / École Normale Supérieure), Paris. France, 15 July [invited] V. Edited books * Berendt, B., Hollink, L., Hollink, V., Luczak-Rösch, M., Möller, K., & Vallet, D. (Eds.) (2012). Proceedings of USEWOD2012: 2nd international workshop on usage analysis and the web of data at WWW Berendt, B., de Vries, A., Fan, W., Macdonald, C., Ounis, I., & Ruthven, I. (Eds.) (2011). Proceedings of the 20th ACM International Conference on Information and Knowledge Management. New York: ACM.

6 B. Berendt: Publications / * Berendt, B., Hollink, L., Hollink, V., Luczak-Rösch, M., Möller, K., & Vallet, D. (Eds.) (2011). Proceedings of USEWOD2011: 1st international workshop on usage analysis and the web of data at WWW (individual papers available at * Berendt, B., Mladenič, D., de Gemmis, M., Spiliopoulou, M., Stumme, G. Semeraro, G. Svátek, V. & Železný, F. (Eds.) (2009). Knowledge Discovery Enhanced with Semantic and Social Information. Berlin etc.: Springer, Studies in Computational Intelligence Series, Vol Bonchi, F., Berendt, B., Giannotti, F., Gunopoulos, D., Turini, F., Zaniolo, C., Ramakrishnan, N., & Wu, X. (Eds.) (2008). ICDM Workshops Eight IEEE International Conference on Data Mining Workshops. Los Alamitos, CA: IEEE Computer Society Press. * Berendt, B., Glance, N. & Hotho, A. (2008). Wikis, Blogs, Bookmarking Tools Mining the Web 2.0. Workshop at the ECML/PKDD 2008 Intnerational Conference. VI. Book chapters Berendt, B., & Vuorikari, R. (in press). Learning analytics and their application in Technology Enhanced Professional Learning. In A. Littlejohn & A. Margaryan (Eds.), Technologyenhanced Professional Learning: Processes, Practices and Tools. Routledge. Lauth, I., Berendt, B., Pfleging, B., & Schmidt, A. (2012). Ubiquitous Computing. In A. Mehler & L. Romary (Eds.), Handbook of Technical Communication. (Handbooks of Applied Linguistics, vol. 8) (pp ). De Gruyter Mouton. ** Berendt, B. (2012). Data mining for information literacy. In D.E. Holmes and L.C. Jain. (Eds.), Data Mining: Foundations and Intelligent Paradigms. (pp ). Berlin etc.: Springer. * Berendt, B. (2011). Spam, opinions, and other relationships: Towards a comprehensive view of Web Knowledge Discovery. In Baeza-Yates, R. & Melucci, M. (Eds.), Advanced Topics in Information Retrieval (pp ). Berlin etc.: Springer. Berendt, B., Vanschoren, J., & Gao, B. (2011). Datenanalyse und -visualisierung. [[Data analysis and visualisation.]] In S. Büttner, H.-C. Hobohm, & L. Müller (Eds.) Handbuch Forschungsdatenmanagement [[Handbook of Research Data Management]] (pp ). Bad Honnef, Germany: Bock + Herchen. Berendt, B. & Köppen, V. (2010). Improving information ranking by respecting the multidimensionality and uncertainty of user preferences. In G. Armano, M. de Gemmis, G. Semeraro, & E. Vargiu (Eds.), Intelligent Information Access (pp ). Berlin etc.: Springer, Studies in Computational Intelligence Series. ** Berendt, B. (2010). Text mining for news and blogs analysis. In C. Sammut & G.I. Webb (Eds.), Encyclopedia of Machine Learning (pp ). Berlin etc.: Springer. * Gürses, S.F. & Berendt, B. (2010). The Social Web and Privacy: Practices, Reciprocity and Conflict Detection in Social Networks. In E. Ferrari & F. Bonchi (Eds.), Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques. Boca Raton, FL: Chapman & Hall/CRC Press, Data Mining and Knowledge Discovery Series. ** Berendt, B. & Trümper, D. (2009). Semantics-based analysis and navigation of heterogeneous text corpora: the porpoise news and blogs engine. In I.-H. Ting & H.-J. Wu (Eds.), Web Mining Applications in E-commerce and E-services (pp ). Berlin etc.: Springer, Studies in Computational Intelligence, Vol. 172

7 B. Berendt: Publications / May, M., Berendt, B., Cornuéjols, A., Gama, J., Giannotti, F., Hotho, A., Malerba, D., Menasalvas, E., Morik, K., Pedersen, R., Saitta, L., Saygin, Y., Schuster, A., & Vanhoof, K. (2008). Research Challenges in Ubiquitous Knowledge Discovery. In H. Kargupta, J. Han, P. Yu, R. Motwani, & V. Kumar (Eds.), Next Generation of Data Mining (pp ). Boca Raton, FL: Chapman & Hall/CRC Press, Data Mining and Knowledge Discovery Series. ** Berendt, B., Schlegel, M., & Koch, R. (2008). Die deutschsprachige Blogosphäre: Reifegrad, Politisierung, Themen und Bezug zu Nachrichtenmedien [[The German-speaking blogosphere: Maturity, political focus, and relation to news media]]. In A. Zerfaß, M. Welker, & J. Schmidt (Eds.), Kommunikation, Partizipation und Wirkungen im Social Web (Band 2: Strategien und Anwendungen: Perspektiven für Wirtschaft, Politik, Publizistik) [[Communication, Participation and Effects in Social Web (Vol. 2: Strategies and Applications: Perspectives for the Economy, Politics, and Journalism]] (pp ). Köln, Germany: Herbert von Halem Verlag. VII. Other: project deliverables The following deliverables are part of the project SPION (Security and Privacy in Online Social Networks, SPION is a Strategic Basic Research (SBO) project with a social objective, funded by the Flemish Agency for Innovation by Science and Technology (IWT). Berendt, B., Clarke, D., De Wolf, R., Gao, B., Peetz, T., Pierson, J., Preibusch, S., & Sayaf, R. (2012) SPION Deliverable 5.1 Report on Research Activities (Feedback and Awareness Tools). COSIC Technical Report, K.U. Leuven, Belgium. Balsa, E., Berendt, B., Clarke, D., De Groef, W., Diaz, C., Gao, B., Gürses, S.F., Pierson, J., Piessens, F., Preneel, B., Sayaf, R., Schellens, T., Valcke, M., Vanderhoven, E. (2012) SPION Deliverable First iteration of software prototypes and report describing those prototypes. COSIC Technical Report, K.U. Leuven, Belgium. Acquisti, A., Ausloos, J., Balsa, E., Berendt, B., Clarke, D., De Wolf, R., Diaz, C., Dumortier, J. Gao, B., Gürses, S.F., Lievens, B., Lievens, E., Peetz, T., Pierson, J., Piessens, F., Preneel, B., Sayaf, R., Schellens, T., Stutzman, F., Van Alsenoy, B., Vanderhoven, E. (2012) SPION Deliverable First version of privacy manual for educational users at the microlevel. COSIC Technical Report, K.U. Leuven, Belgium. Acquisti, A., Balsa, E., Berendt, B., Clarke, D., De Groef, W., De Wolf, R., Diaz, C., Gao, B., Gürses, S.F., Pierson, J., Piessens, F., Sayaf, R., Schellens, T., Stutzman, F., Van Alsenoy, B., Vanderhoven, E. (2011) SPION Deliverable 2.2 Requirements and Conceptual Framework. COSIC Technical Report, K.U. Leuven, Belgium. Acquisti, A., Balsa, E., Berendt, B., Clarke, D., De Wolf, R., Diaz, C., Gao, B., Gürses, S.F., Kuczerawy, A., Pierson, J., Piessens, F., Sayaf, R., Schellens, T., Stutzman, F., Van Alsenoy, B., Vanderhoven, E. (2011) SPION Deliverable 2.1 State of the Art. COSIC Technical Report, K.U. Leuven, Belgium.

8 B. Berendt: Publications (until 2007) 8 2 Publications until 2007 In this listing, impact factors are not listed and the relevance of individual publications to the current project proposal is not marked. Journal articles Berendt, B. (2007). The missing link between Google Scholar and plagiarism prevention? How citation analysis can help students learn about the nature of knowledge. ISSI Newsletter, 03 (4), Berendt, B. (2007). Anti-Schummel-Software oder Hilfe bei der wissenschaftlichen Ausbildung? Plagiatsdetektion und -prävention. [[Anti-cheating software or help for scientific education? Plagiarism detection and prevention.]] CMS Journal, 29, Sonderheft: Facetten von Bologna [[Facets of the Bologna Process]]. Berendt, B. & Draheim, M. (2007). The Image of Germany in the world: An and Web mining approach. Künstliche Intelligenz, 3/07, Stumme, G., Hotho, A., & Berendt, B. (2006). Semantic Web Mining: State of the Art and Future Directions. Journal of Web Semantics, 4 (2), Kralisch, A., & Berendt, B. (2005). Language sensitive search behaviour and the role of domain knowledge. New Review of Hypermedia and Multimedia, 11, Berendt, B., Günther, O., & Spiekermann, S. (2005). Privacy in E-Commerce: Stated preferences vs. actual behavior. Communications of the ACM, 48(4), Jansen-Osmann, P., & Berendt, B. (2005). What makes a route appear longer? An experimental perspective on features, route segmentation, and distance knowledge. Quarterly Journal of Experimental Psychology, 58A (8), Mobasher, B., Anand, S.S., Berendt, B., & Hotho, A. (2005). Semantic Web Personalization. Workshop Report. AI Magazine 26(1), Spring 2005, Spiliopoulou, M., Mobasher, B., Berendt, B., & Nakagawa, M. (2003). A framework for the evaluation of session reconstruction heuristics in Web-usage analyis. INFORMS Journal on Computing, 15, Jansen-Osmann, P., & Berendt, B. (2002). Investigating distance knowledge using virtual environments. Environment and Behavior, 34, Berendt, B. (2002). Using site semantics to analyze, visualize, and support navigation. Data Mining and Knowledge Discovery, 6, Berendt, B. & Brenstein, E. (2001). Visualizing Individual Differences in Web Navigation: STRATDYN, a Tool for Analyzing Navigation Patterns. Behavior Research Methods, Instruments, & Computers, 33, Berendt, B. & Spiliopoulou, M. (2000). Analysing navigation behaviour in web sites integrating multiple information systems. The VLDB Journal, 9, Berendt, B. (2000). Distanzwissen zwischen KI / Qualitativem räumlichen Schließen und Kognitionspsychologie. [[Distance knowledge between AI / Qualitative Spatial Reasoning and Cognitive Psychology.]] Künstliche Intelligenz, 3,

9 B. Berendt: Publications (until 2007) 9 Monographs and edited volumes Berendt, B., Mladenič, D., Spiliopoulou, M., Stumme, G. Semeraro, G. Svátek, V. & Železný, F. (Eds.) (2007). Prior Conceptual Knowledge in Machine Learning and Data Mining & Web Mining 2.0 at the ECML/PKDD 2007 International Conference. Berendt, B., Hotho, A., Mladenič, D., & Semeraro, G. (Eds.) (2007). 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. LNAI Berlin etc.: Springer. Baker, R., Beck, J., Berendt, B., Menasalvas, E., Kröner, A., & Weibelzahl, S. (Eds.) (2007). Proceedings of the Workshop on Data Mining for User Modelling at UM 2007, Corfu, Greece, June DM.UM07-proceedings.pdf. Ackermann, M., Berendt, B., Grobelnik, M., Hotho, A., Mladenič, D., Semeraro, G., Spiliopoulou, M., Stumme, G., Svátek, V., & van Someren, M. (Eds.) (2006). Semantics, Web, and Mining. European Web Mining Forum, EMWF 2005, and Knowledge Discovery and Ontologies, KDO 2005, Porto, Portugal, October 2005, Revised Selected and Invited Papers. LNAI Berlin etc.: Springer. Berendt, B. & Menasalvas, E. (Eds.) (2006). Proceedings of the Workshop on Ubiquitous Knowledge Discovery for Users at the 17 th European Conference on Machine Learning (ECML 06) / 10 th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 06), Berlin, Germany, 22 September Berendt, B., Hotho, A., Mladenič, D., & Semeraro, G. (Eds.) (2006). Proceedings of the Workshop on Web Mining at the 17 th European Conference on Machine Learning (ECML 06) / 10 th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 06), Berlin, Germany, 18 September Berendt, B., Hotho, A., Mladenič, D., Semeraro, G., Spiliopoulou, M., Stumme, G., & van Someren, M. (Eds.) (2005). Proceedings of the European Web Mining Forum (EWMF 2005). October 3rd, 2005, Porto, Portugal. Workshop at the 16th European Conference on Machine Learning (ECML) / 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD). Ackermann, A., Berendt, B., Grobelnik, M., & Svátek, V. (Eds.) (2005). Proceedings of the Second International Workshop on Knowledge Discovery and Ontologies. October 7th, 2005, Porto, Portugal. Workshop at the 16th European Conference on Machine Learning (ECML) / 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD). Berendt, B., Hotho, A., Mladenič, D., van Someren, M., Spiliopoulou, M., & Stumme, G. (Eds.) (2004). 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. LNAI Berlin: Springer. Mobasher, B., Anand, S.S., Berendt, B., & Hotho, A. (Eds.) (2004). Semantic Web Personalization. Papers from the AAAI Workshop. Technical Report WS Menlo Park, CA: AAAI Press. Online Proceedings at mobasher/swp04

10 B. Berendt: Publications (until 2007) 10 Berendt, B., Hotho, A., Mladenič, D., van Someren, M., Spiliopoulou, M., & Stumme, G. (Eds.) (2003). Proceedings of the First European Web Mining Forum. September 22nd, 2003, Cavtat, Croatia. Workshop at the 14th European Conference on Machine Learning (ECML) / 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD). all.pdf Berendt, B. (2003). Wissensrepräsentation für das Web Usage Mining. [[Knowledge Representation for Web Usage Mining.]] Kumulative Habilitation[(cumulative habilitation)], Wirtschaftswissenschaftliche Fakultät, Humboldt-Universität zu Berlin. berendt/papers/berendt habilitation.tex Berendt, B., Hotho, A., & Stumme, G. (Eds.) (2002). Proceedings of the Second Workshop Semantic Web Mining at the 13 th European Conference on Machine Learning (ECML 02) / 6 th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 02), Helsinki, Finland, 20 August html Stumme, G., Hotho, A., & Berendt, B. (Eds.) (2001). Proceedings of the Workshop Semantic Web Mining at the 12 th European Conference on Machine Learning (ECML 01) / 5 th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 01), Freiburg, Germany, 3 September Berendt, B. (1999). Representation and Processing of Knowledge about Distances in Environmental Spaces. A computational model of inferred route distances investigating their qualitative and quantitative determinants. St. Augustin, Germany: DISKI. Book chapters Berendt, B. (2007). Intelligent business intelligence and privacy: More knowledge through less data? In V. Köppen & R. M. Müller (Eds.), Business Intelligence: Methods and Applications (pp ). Hamburg, Germany: Verlag Dr. Kovač. Berendt, B. (2006). Lernwege und Metakognition. [[Learning paths and metacognition.]] In Brigitte Berendt, H.-P. Voss, & J. Wildt (Eds.), Neues Handbuch Hochschullehre. [[New Handbook of Higher Education]] (D3.11, pp. 1 34). Berlin: Raabe Fachverlag für Wissenschaftsinformation. Berendt, B. (2006). Kognitivna znanost. In K. Sachs-Hombach, M. Horvat, & S. Horvat (Eds.) (urednik Klaus Sachs-Hombach, prijevod Martina Horvat & Srecko Horvat), Znanost o slici. discipline, teme, metode (pp ). Zagreb: Izdanja Antibarbarus. [kroatische Übersetzung von Berendt, B. (2005). Kognitionswissenschaft. s.u.] Berendt, B. (2006). Studentische Literaturarbeit in Zeiten des World Wide Web. Überarbeitete Fassung. [[Student Literature Work in the Time of the World Wide Web. Revised version.]] In Brigitte Berendt, H.-P. Voss, & J. Wildt (Eds.), Neues Handbuch Hochschullehre - Best Of [[New Handbook of Higher Education - Best Of]] Berlin: Raabe Fachverlag für Wissenschaftsinformation. Berendt, B. & Teltzrow, M. (2005). Addressing Users Privacy Concerns for Improving Personalization Quality: Towards an Integration of User Studies and Algorithm Evaluation. In B. Mobasher & S.S. Anand (Eds.), Intelligent Techniques for Web Personalization (pp ). Berlin etc.: Springer. LNCS Berendt, B. (2005). Kognitionswissenschaft. [[Cognitive Science.]] In K. Sachs-Hombach (Hrsg.) Bildwissenschaft. Disziplinen, Themen, Methoden [[Picture Science. Disciplines, Topics,

11 B. Berendt: Publications (until 2007) 11 Methods]] (pp ). Frankfurt am Main: Suhrkamp Verlag. suhrkamp taschenbuch wissenschaft Berendt, B., Stumme, G., & Hotho, A. (2004). Usage mining for and on the Semantic Web. In H. Kargupta, A. Joshi, K. Sivakumar, & Y. Yesha (Eds.), Data Mining: Next Generation Challenges and Future Directions (pp ). Menlo Park, CA: AAAI/MIT Press. Berendt, B., Hotho, A., Mladenič, D., van Someren, M., Spiliopoulou, M., & Stumme, G. (2004). A roadmap for Web mining: From Web to Semantic Web. In (dto., Eds.) Web Mining: From Web to Semantic Web.... (see above) (pp. 1-22). Berendt, B. (2003). Studentische Literaturarbeit in Zeiten des World Wide Web. [[Student Literature Work in the Time of the World Wide Web.]] In Brigitte Berendt, H.-P. Voss, & J. Wildt (Eds.), Neues Handbuch Hochschullehre [[New Handbook of Higher Education]] (G3.3, pp. 1-30). Berlin: Raabe Fachverlag für Wissenschaftsinformation. Berendt, B., & Spiliopoulou, M. (2002). Assoziations- und Pfadanalyse Entdeckung von Abhängigkeiten. [[Association and path analysis Discovering dependencies.]] In H. Hippner, M. Merzenich, & K.D. Wilde (Eds.), Handbuch Web Mining im Marketing [[Handbook of Web Mining in Marketing]] ( ). Braunschweig/Wiesbaden, Germany: Vieweg. Spiliopoulou, M., & Berendt, B. (2002). Wie werden Surfer zu Kunden? Navigationsanalyse zur Ermittlung des Konversionspotenzials verschiedener Sitebereiche. [[How do surfers become customers? Navigation analysis for identifying the conversion potential of site areas.]] In H. Hippner, M. Merzenich, & K.D. Wilde (Eds.), Handbuch Web Mining im Marketing (pp ). Braunschweig/Wiesbaden, Germany: Vieweg. Spiliopoulou, M., & Berendt, B. (2002). Entwicklungsperspektiven zum Web Mining. [[Development perspectives for Web Mining.]] In H. Hippner, M. Merzenich, & K.D. Wilde (Eds.), Handbuch Web Mining im Marketing (pp ). Braunschweig/Wiesbaden, Germany: Vieweg. Spiliopoulou, M. & Berendt, B. (2001). Kontrolle der Präsentation und Vermarktung von Gütern im WWW anhand von Data-Mining-Techniken. [[Controlling the presentation and marketing of goods on the WWW using data mining techniques.]] In H. Hippner, U. Küsters, M. Meyer, & K.D. Wilde (Eds.), Handbuch Data Mining im Marketing Knowledge Discovery in Databases [[Handbook of Data Mining in Marketing]] (pp ). Wiesbaden: Vieweg. Berendt, B., & Grote, A. (2001). Navigationsbilder im World Wide Web: Eine Analyse ihrer Bildfunktionen und eine empirische Studie zum Einsatz in Lehr-/Lernmaterialien. [[Navigation pictures in the WWW: An analysis of their pictorial functions and an empirical study on their use in teaching/learning materials.]] In K. Sachs-Hombach (Hrsg.), Bildhandeln: Interdiziplinäre Forschungen zur Pragmatik bildhafter Darstellungsformen, volume 3 of Bildwissenschaft [[Picture Action: Interdisciplinary Research on the Pragmatics of Pictorial Representations]] (pp ). Magdeburg: Scriptum Verlag. Berendt, B., Barkowsky, T., Freksa, C., & Kelter, S. (1998). Spatial representation with aspect maps. In C. Freksa, C. Habel, & K.F. Wender (Eds.), Spatial Cognition. An interdisciplinary approach to representing and processing spatial knowledge (pp ). Berlin etc.: Springer. Schlieder, C. & Berendt, B. (1998). Mental model construction in spatial reasoning: A comparison of two computational theories. In U. Schmid, J.F. Krems, & F. Wysotzki (Eds.), Mind Modelling: A Cognitive Science Approach to Reasoning, Learning and Discovery (pp ). Lengerich: Pabst Science Publishers.

12 B. Berendt: Publications (until 2007) 12 Barkowsky, T., Freksa, C., Berendt, B., & Kelter, S. (1997). Aspektkarten Integriert räumlichsymbolische Repräsentationsstrukturen. [[Aspect maps integrated spatial-symbolic representation structures.]] In C. Umbach, M. Grabski, & R. Hörnig (Eds.), Perspektive in Sprache und Raum [[Perspective in Language and Space]] (pp ). Wiesbaden: Deutscher Universitäts-Verlag. Berendt, B. (1996). Objekt-orientiertes Programmieren; Klasse; Methode; Message-Passing; Subsum(p)tionsarchitektur. [[object-oriented programming; class; method; message passing; subsumption architecture]] In G. Strube, B. Becker, C. Freksa, U. Hahn, K. Opwis, & G. Palm (Eds.), Wörterbuch der Kognitionswissenschaft. [[Encyclopedia of Cognitive Science]] Stuttgart: Klett-Cotta. Articles in conference and workshop proceedings Berendt, B. & Havemann, F. (2007). Beschleunigung der Wissenschaftskommunikation durch Open Access und neue Möglichkeiten der Qualitätssicherung. [[The speed-up of scientific communication through Open Access and new possibilities of quality assurance]] In F. Havemann, H. Parthey, & W. Umstätter (Eds.), Integrität wissenschaftlicher Publikationen in der Digitalen Bibliothek Wissenschaftsforschung Jahrbuch 2007 [[The Integrity of Scientific Publications in the Digital Library Science Research Yearbook 2007]] (pp ) Gesellschaft für Wissenschaftsforschung. Berendt, B. & Kralisch, A. (2007). From World-Wide-Web Mining to Worldwide Webmining: Understanding Peoples Diversity for Effective Knowledge Discovery. In Berendt, Hotho, Mladenič, & Semeraro (Eds.), From Web to Social Web: Discovering and deploying user and content profiles. (pp ). LNAI Berlin etc.: Springer. Preibusch, S., Hoser, B., Gürses, S., & Berendt, B. (2007). Ubiquitous social networks opportunities and challenges for privacy-aware user modelling. In Baker et al. (Eds.), Proceedings of the Workshop on Data Mining for User Modelling at UM 2007, Corfu, Greece, June Berendt, B. (2007). Context, (e)learning, and knowledge discovery for Web user modelling: Common research themes and challenges. In Baker et al. (Eds.), Proceedings of the Workshop on Data Mining for User Modelling at UM 2007, Corfu, Greece, June Berendt, B. & Hanser, Ch. (2007). Tags are not metadata, but just more content to some people. In Proceedings of the International Conference on Weblogs and Social Media. Boulder, CO, March Berendt, B. (2006). Using and learning semantics in frequent subgraph mining. In O. Nasraoui, O. Zaiane, M. Spiliopoulou, B. Mobasher, B. Masand, & P. Yu (Eds.), Advances in Web Mining and Web Usage Analysis 7th International Workshop on Knowledge Discovery on the Web, WEBKDD 2005 Chicago, IL, USA, August 21, Revised Papers (pp ). LNCS Berlin etc.: Springer. Berendt, B., Dingel, K., & Hanser, Ch. (2006). Intelligent bibliography creation and markup for authors: A step towards interoperable Digital Libraries. In J. Gonzalo, C. Thanos, M.F. Verdejo, & R.C. Carrasco (Eds.), Research and Advanced Technology for Digital Libraries, 10th European Conference, ECDL 2006, Alicante, Spain, September 17-22, 2006, Proceedings (pp ). LNCS Berlin: Springer Gürses, S.F., Berendt, B., & Santen, Th. (2006). Multilateral security requirements analysis for preserving privacy in ubiquitous environments. In Berendt & Menasalvas (Eds.) (2006) (s.a.) (pp ). (Yahoo! Research Student Award for Best Student Paper)

13 B. Berendt: Publications (until 2007) 13 Kralisch, A. & Berendt, B. (2006). Ubiquity of People: Understanding Peoples Diversity for Effective Knowledge Discovery. In Berendt & Menasalvas (Eds.) (2006) (s.a.) (pp ). Berendt, B. & Navigli, R. (2006). Finding your way through blogspace: Using semantics for cross-domain blog analysis. In N. Nicolov, F. Salvetti, J. Martin, & M. Liberman (Eds.), Proceedings of the AAAI 2006 Symposium on Computational Approaches to Analysing Weblogs. Stanford, CA: March 2006 (pp. 1 8). Technical Report SS Menlo Park, CA: AAAI Press. Berendt, B. (2005). The semantics of frequent subgraphs: Mining and navigation pattern analysis. In M. Bauer, B. Brandherm, J. Fürnkranz, G. Grieser, A. Hotho, Jedlitschka, & A. Kröner (Eds.), Lernen, Wissensentdeckung und Adaptivität (LWA) 2005, GI Workshops, Saarbrücken, October 10th-12th, 2005 [[Learning, Knowledge, Adaptivity. Workshops of the German Informatics Society]] (pp ). DFKI Berendt, B., Hotho, A., & Stumme, G. (2005). Semantic Web Mining and the representation, analysis, and evolution of Web space. In V. Svátek & V. Snásel (Eds.), RAWS 2005 Proceedings of the 1 st International Workshop on the Representation and Analysis of Web Space. Prague-Tocna, September 2005 (pp. 1 16). Faculty of Electrical Engineering and Computer Science, VSB Technical University of Ostrava. Berendt, B. (2005). The semantics of frequent subgraphs: Mining and navigation pattern analysis. In Proceedings of WebKDD Workshop on Knowledge Discovery in the Web at SIGKDD 2005, held in conjunction with SIGKDD Chicago, IL, August (pp ). Kralisch, A., Eisend, M., & Berendt, B. (2005). Impact of culture on website navigation behaviour. In Proceedings of the 11 th International Conference on Human-Computer Interaction, Las Vegas, NE, July Berendt, B. (2005). Understanding and Supporting Volunteer Contributors: The Case of Metadata and Document Servers. In Knowledge Collection from Volunteer Contributors. Papers from the AAAI 2005 Symposium (pp ). Technical Report SS Menlo Park, CA: AAAI Press. Berendt, B. (2004). Wissensbasierte Visualisierung von Webnavigation. [[Knowledge-based visualisation of Web navigation.]] In K. Sachs-Hombach (Ed.), Bildwissenschaft zwischen Reflexion und Anwendung (pp ). [[Picture Science between Reflection and Application]] Köln: Herbert von Halem Verlag. Teltzrow, M., Preibusch, S., & Berendt, B. (2004). SIMT - A privacy preserving Web metrics tool. In M. Bichler & J.-Y. Chung (Eds.), IEEE Conference on E-Commerce Technology, CEC 2004, San Diego, 6-9 July 2004 (pp ). Los Alamitos, CA: IEEE Computer Society. Kralisch, A., & Berendt, B. (2004). Linguistic determinants of search behaviour on websites. In F. Sudweeks & C. Ess (Eds.), Proceedings of the catac 04 conference - Cultural Attitudes towards Technology and Communication. Karlstad, Sweden, 27 June - 1 July, 2004 (pp ). School of Information Technology, Murdoch University, Australia. Kralisch, A., & Berendt, B. (2004). Cultural determinants of search behaviour on websites. In V. Evers, E. del Galdo, D. Cyr & C. Bonanni (Eds.), Designing for Global Markets 6. Proceedings of the IWIPS 2004 Conference on Culture, Trust, and Design Innovation. Vancouver, Canada, 8-10 July, 2004 (pp ). Vancouver, BC: Product & Systems Internationalisation, Inc.

14 B. Berendt: Publications (until 2007) 14 Teltzrow, M., Berendt, B., & Günther, O. (2004). Ein Kennzahlensystem für Mehrkanalhändler. [[A system of metrics for multi-channel retailers.]] In Proceedings der Multi-Konferenz Wirtschaftsinformatik Essen, 9-11 March Teltzrow, M., Berendt, B., & Günther, O. (2003). Consumer behaviour at multi-channel retailers. In Proceedings of the 4th IBM ebusiness Conference. School of Management, University of Surrey, 9th December Berendt, B., Mobasher, B., Nakagawa, M., & Spiliopoulou, M. (2003). The impact of site structure and user environment on session reconstruction in web usage analysis. In O. Zaïane, J. Srivastava, M. Spiliopoulou, & B. Masand (Eds.), WEBKDD Mining Web Data for Discovering Usage Patterns and Profiles (pp ). LNAI Berlin: Springer. Teltzrow, M., & Berendt, B. (2003). Web-Usage-Based Success Metrics for Multi-Channel Businesses. In R. Kohavi, B. Liu, B. Masand, J. Srivastava, & O.R. Zaïane (Eds.), Proceedings of the WebKDD 2003 Workshop - Webmining as a Premise to Effective and Intelligent Web Applications. August 27th, 2003, Washington DC, USA. Held in conjunction with The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. (pp ). Berendt, B., Brenstein, E., Li, Y., & Wendland, B. (2003). Marketing for participation: How can Electronic Dissertation Services win authors? In Proceedings of ETD 2003: Next Steps - Electronic Theses and Dissertations Worldwide. Oberle, D., Berendt, B., Hotho, A., & Gonzalez, J. (2003). Conceptual user tracking. In E.M. Ruiz, J. Segovia, & P.S. Szczepaniak (Eds.), Web Intelligence, First International Atlantic Web Intelligence Conference, AWIC 2003, Madrid, Spain, May 5-6, 2003, Proceedings (pp ). Berlin: Springer, LNCS Berendt, B. (2003). Semantische Visualisierung von Webnutzung. [[Semantic visualisation of Web usage.]] In 2. Workshop GI-Arbeitskreis Knowledge Discovery (KD). 25. Februar 2003, Universität Leipzig (pp ). Berendt, B. (2002). Detail and context in Web usage mining: coarsening and visualizing sequences. In R. Kohavi, B.M. Masand, M. Spiliopoulou, & J. Srivastava (Eds.), WEBKDD Mining Web Log Data Across All Customer Touch Points (pp. 1-24). Berlin etc.: Springer, LNAI Stumme, G., Hotho, A., & Berendt, B. (2002). Usage Mining for and on the Semantic Web. In Proceedings of the National Science Foundation Workshop on Next Generation Data Mining, Baltimore, Nov. 1-3, Berendt, B., Mobasher, B., Nakagawa, M., & Spiliopoulou, M. (2002). The impact of site structure and user environment on session reconstruction in Web usage analysis. In B. Masand, M. Spiliopoulou, J. Srivastava, & O. Zaiane (Eds.), Working Notes of the Fourth WebKDD Web Mining for Usage Patterns & User Profiles Workshop at KDD 2002 (pp ). July 23rd, 2002, Edmonton, Alberta, CA. Berendt, B., Hotho, A., & Stumme, G. (2002). Towards Semantic Web Mining. In I. Horrocks & J. Hendler (Eds.), The Semantic Web - ISWC 2002 (Proceedings of the 1st International Semantic Web Conference (pp ). LNCS, Heidelberg, Germany: Springer. Spiekermann, S., Grossklags, J., & Berendt, B. (2001). E-privacy in 2nd generation E-Commerce: privacy preferences versus actual behavior. In Proceedings of the ACM Conference on Electronic Commerce (EC 01). Tampa, FL, October 2001.

15 B. Berendt: Publications (until 2007) 15 Ritter, F., Berendt, B., Fischer, B., Richter, R., & Preim, B. (2002). Virtual 3D jigsaw puzzles: Studying the effect of exploring spatial relations with implicit guidance. In M. Herczeg, W. Prinz, & H. Oberquelle (Eds.), Mensch & Computer Vom interaktiven Werkzeug zu kooperativen Arbeits- und Lernwelten (pp ), Hamburg, Germany, 2-5 September (Best Paper Award) Spiekermann, S., Grossklags, J., & Berendt, B. (2001). Stated Privacy Preferences versus Actual Behaviour in EC environments: a Reality Check. In H.U. Buhl, N. Kreyer, & W. Steck (Eds.), e-finance. Innovative Problemlösungen für Informationssysteme in der Finanzwirtschaft. (Proceedings der 5. Internationalen Tagung Wirtschaftsinformatik 2001 / 3. Tagung Informatik in der Finanzwirtschaft) (pp ). Berlin: Springer. (Best Paper Award) Berendt, B. (2001). Understanding web usage at different levels of abstraction: coarsening and visualising sequences. In R. Kohavi, M. Spiliopoulou, J. Srivastava, & B. Masand (Eds.), Working Notes of the Workshop WEBKDD 2001 Mining Log Data Across All Customer Touchpoints, 7 th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp ). San Francisco, CA, August Berendt, B., Mobasher, B., Spiliopoulou, M., & Wiltshire, J. (2001). Measuring the accuracy of sessionizers for web usage analysis. In Proceedings of the Workshop on Web Mining at SIAM Data Mining Conference 2001, Chicago, IL, April Berendt, B. (2000). Web usage mining, site semantics, and the support of navigation. In R. Kohavi, M. Spiliopoulou, J. Srivastava, & B. Masand (Eds.), Working Notes of the Workshop Web Mining for E-Commerce Challenges and Opportunities, 6 th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp ). Boston, MA, August Berendt, B. (1999). Determinate spatial reasoning: prototypes in spatial reasoning, preferred mental models, and non-monotonic reasoning. In C. Freksa (Ed.), Poster Presentations at Cosit 99 (pp ). Hamburg: Kognitionswissenschaft Hamburg. Berendt, B., Rauh, R., & Barkowsky, T. (1998). Spatial thinking with geographic maps: An empirical study. In H. Czap, H.-P. Ohly, & S. Pribbenow (Eds.), Herausforderungen an die Wissensorganisation: Visualisierung, multimediale Dokumente, Internetstrukturen (Proceedings ISKO 97) (Vol. 5, Fortschritte in der Wissensorganisation) (pp ). Würzburg: ERGON-Verlag. Berendt, B., Barkowsky, T., & Freksa, C. (1997). Repräsentation und Verarbeitung geographischen Wissens in Aspektkarten. [Representation and processing of geographical knowledge in aspect maps.] In W. Krause, U. Kotkamp, & R. Goertz (Eds.), KogWis97 Proceedings der 3. Fachtagung der Gesellschaft für Kognitionswissenschaft [Conference of the German Association for Cognitive Science] (pp ). Jena: Friedrich-Schiller-Universität. Berendt, B. & Jansen-Osmann, P. (1997). Feature accumulation and route structuring in distance estimations an interdisciplinary approach. In S. Hirtle & A. Frank (Eds.), Spatial information theory: A theoretical basis for GIS (pp ). Berlin: Springer. Berendt, B. (1997). Modelling subjective distances. In G. Brewka, C. Habel, & B. Nebel (Eds.), KI 97: Advances in Artificial Intelligence. Proceedings of the Twenty-first Annual German Conference on Artificial Intelligence (pp ). Berlin: Springer. Berendt, B. (1996). The utility of mental images: How to create stable mental models in an unstable image medium. In U. Schmid, J.F. Krems, & F. Wysotzki (Eds.), Proceedings of the First European Workshop on Cognitive Modeling (pp ). Berlin: Technische Universität Berlin, Fachbereich Informatik, Report No

16 B. Berendt: Publications (until 2007) 16 Berendt, B. (1996). Explaining preferred mental models in Allen inferences with a metrical model of imagery. In G.W. Cottrell (Ed.), Proceedings of the Eighteenth Annual Conference of the Cognitive Science Society (pp ). Mahwah, NJ: Lawrence Erlbaum. Berendt, B. (1996). Kognitive Distanzen: Ist Routenwissen qualitativ und metrisch? [[Cognitive distances: Is route knowledge qualitative and metric?]] In R.H. Kluwe & M. May (Eds.), Proceedings der 2. Fachtagung der Gesellschaft für Kognitionswissenschaft (pp ). Universität Hamburg. Barkowsky, T., Berendt, B., Egner, S., Freksa, C., Latecki, L., & Röhrig, R. (1995). Movies: an integrated space-time representation for qualitative navigation. In B. Krieg-Brückner & C. Herwig (Eds.), Tagungsband des Workshops Kognitive Robotik, ZKW-Bericht 3/95. Bremen: Universität Bremen, Zentrum für Kognitionswissenschaften. Barkowsky, T., Berendt, B., Egner, S., Freksa, C., Krink, T., Röhrig, R., & Wulf, A. (1994). The Realator: How to Construct Reality. In Proceedings of the Workshop on Spatial and Temporal Reasoning at ECAI-94 (pp ). Amsterdam. Other: Extended abstracts, tutorials, demos, etc. Berendt, B. (2007). Web usage and data mining. Tutorial at the European Summer School on Information Retrieval. Glasgow, Scotland, 30 August Berendt, B. & Kralisch, A., (2005). Analysing and visualising logfiles: the Individualised SiteMap tool ISM. Presented at The 7th international conference General Online Research 2005 (GOR05), Zurich, Switzerland, March Kralisch, A., & Berendt, B. (2005). Access to medical information in a cross-linguistic and crosscultural context. Presented at The 7th international conference General Online Research 2005 (GOR05), Zurich, Switzerland, March Berendt, B., Menasalvas, E., & Spiliopoulou, M. (2005). Evaluation for Web mining applications. In 29 th Annual Conference of the German Classification Society. From Data and Information Analysis to Knowledge Engineering. Magdeburg, March 9-11, Program and Abstracts. (p. 111). Berendt, B., Spiliopoulou, M., & Menasalvas, E. (2004). Evaluation in Web Mining. Tutorial at the 15 th European Conference on Machine Learning / 8 th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 04), Pisa, Italy, 20 September Berendt, B., Brenstein, E., Li, Y., & Wendland, B. (2003). How do visitors use and rate digital dissertation archives? A case study of the Document and Publication Server of Humboldt University Berlin. In Proceedings of sinn 03 - Conference on Worldwide Coherent Workforce, Satisfied Users - New Services for Scientific Information. Oldenburg, Germany, September Brenstein, E., & Berendt, B. (2002). Diagnostik und Förderung von Hypermedia-Lernstrategien. [[Diagnosing and promoting hypermedia learning strategies.]] In E. van der Meer, H. Hagendorf, R. Beyer, F. Krüger, A. Nuthmann, & S. Schulz (Eds.), 43. Kongress der Deutschen Gesellschaft für Psychologie - Programm Abstracts. [[Conference of the German Association for Psychology]] Berlin, September (p. 276). Lengerich, Germany, etc.: Pabst Science Publishers.

17 B. Berendt: Publications (until 2007) 17 Spiliopoulou, M., Mobasher, B., & Berendt, B. (2002). Web Usage Mining for E-Business Applications. Tutorial at the 13 th European Conference on Machine Learning (ECML 02) / 6 th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 02), Helsinki, Finland, 19 August Mobasher, B., Berendt, B., & Spiliopoulou, M. (2001). KDD for Personalization. Tutorial at the 12 th European Conference on Machine Learning (ECML 01) / 5 th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 01), Freiburg, Germany, 6 September Brenstein, E. & Berendt, B. (2001). Who gets lost in hyperspace? Individual differences in web navigation. Presented at EARLI th European Conference for Research on Learning and Instruction, Symposium on Individual Differences in Learning with Hypertext and Hypermedia. Fribourg, CH, September Berendt, B. (2000). Navigation patterns and site semantics - what constitutes a smart graphic in web usage analysis? Demo at the AAAI 2000 Spring Symposium Smart Graphics March 20th-22nd 2000, Stanford, CA. or berendt/talks/smartgraphics/ Berendt, B., Meyer, F., Oertel, M., Hammer, U., & Diepold, P. (1999). Die SchulWeb-Community. Web-basierte Kommunikation zwischen LehrerInnen und SchülerInnen. [[The SchulWeb community. Web-based communication between teachers and pupils.]] Online News, 09/ Berendt, B., & Smaill, A.D. (1992). Computing Belief Revision. University of Edinburgh, Department of Artificial Intelligence. Research paper #609, and poster at the Second International Workshop on Logic Programming and Non-monotonic Reasoning, Lisbon, Portugal, June Lenz, H.-J., & Berendt, B. (1992). An electronic advisor for graduates. In W. Gaul, A. Bachem., W. Habenicht, W. Runge, & W. W. Stahl (Eds.), Operations Research Proceedings 1991: Papers of the 20th Annual Meeting (p. 669). Berlin etc.: Springer.