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Andreas Hotho

[Research Group for Knowledge Management]
[Institute for Informatics and Formal Description Methods]
[University of Karlsruhe, Karlsruhe, Germany]

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© Andreas Hotho, 2003

Publications

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Workshop

  • B. Berendt, A. Hotho, G. Stumme (Eds.) : Semantic Web Mining. Proc. of the Semantic Web Mining Workshop of the 13th Europ. Conf. on Machine Learning (ECML'02) / 6th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD'02), Helsinki, August 19, 2002
  • G. Stumme, A. Hotho, B. Berendt (Eds.) : Semantic Web Mining. Proc. of the Semantic Web Mining Workshop of the 12th Europ. Conf. on Machine Learning (ECML'01) / 5th Europ. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD'01), Freiburg, September 3rd, 2001

Workshop

  • A. Hotho, S. Staab, G. Stumme. Wordnet improves Text Document Clustering. In Proc. of the Semantic Web Workshop at SIGIR-2003, 26th Annual International ACM SIGIR Conference, July 28-August 1, 2003, Toronto, Canada.
  • G. Stumme, B. Berendt, A. Hotho: Usage Mining for and on the Semantic Web. Next Generation Data Mining. Proc. NSF Workshop, Baltimore, Nov. 2002, 77-86.
  • A. Hotho, G. Stumme: Conceptual Clustering of Text Clusters, Proceedings FGML Workshop, Hannover, 2002.
  • A. Hotho, A. Maedche, S. Staab, V. Zacharias : On Knowledgeable Supervised Text Mining . to appear in: "Text Mining" Workshop Proceedings, Springer, 2002.
  • Hotho, A., Mädche, A., Staab, S.: Ontology-based Text Clustering, Workshop "Text Learning: Beyond Supervision",IJCAI 2001.
  • Mädche, A., Hotho, A. and Wiese, M. [1999]. Anwendung von OLAP-basiertem Preprocessing und Data Mining zur Gewinnung von Kundenprofilen. Proceedings der GI Workshop-Tage Lernen, Wissensentdeckung und Adaptivität (LWA99). Magdeburg, Germany, September 27-30, 1999.

Conferences

  • A. Hotho, S. Staab, G. Stumme. Explaining Text Clustering Results using Semantic Structures. In Principles of Data Mining and Knowledge Discovery, 7th European Conference, PKDD 2003, Dubrovnik, Croatia, September 22-26, 2003
  • B. Lauser and A. Hotho. Automatic multi-label subject indexing in a multilingual environment. In Proc. of the 7th European Conference in Research and Advanced Technology for Digital Libraries, ECDL 2003, 2003.
  • Daniel Oberle , Bettina Berendt , Andreas Hotho , Jorge Gonzalez Conceptual User Tracking In: Web Intelligence, First International Atlantic Web Intelligence Conference, AWIC 2003, Madrid, Spain, May 5-6, 2003, Proceedings, Springer, LNAI 2663, pg. 142-154, Publishing Year: 2003
  • E. Bozsak, M. Ehrig, S. Handschuh, A. Hotho, A. Maedche, B. Motik, D. Oberle, Ch. Schmitz, S. Staab, L. Stojanovic, N. Stojanovic, R. Studer, G. Stumme, Y. Sure, J. Tane, R. Volz, V. Zacharias* : KAON -- Towards a Large Scale Semantic Web. In: K. Bauknecht, A. Min Tjoa, G. Quirchmayr (Eds.) : Proc. of the 3rd Intl. Conf. on E-Commerce and Web Technologies (EC-Web 2002), 2002, 304-313
  • B. Berendt, A. Hotho, and G. Stumme. Towards semantic web mining. In I. Horrocks and J. A. Hendler, editors, The Semantic Web - ISWC 2002, First International Semantic Web Conference, Sardinia, Italy, June 9-12, 2002, Proceedings, volume 2342 of Lecture Notes in Computer Science, pages 264–278. Springer, 2002.
  • Staab, S., Angele, J., Decker, S., Hotho, A., Maedche, A., Schnurr, H-P., Studer, S., Sure, Y.: AI for the Web --- Ontology-based Community Web Portals. In: AAAI 2000/IAAI 2000 - Proceedings of the 17th National Conference on Artificial Intelligence and 12th Innovative Applications of Artificial Intelligence Conference, Austin/TX, USA, July 30-August 3, 2000, Menlo Park/CA, Cambridge/MA, AAAI Press/MIT Press.
  • Maedche, A., Hotho, A. and Wiese, M.: Enhancing Preprocessing in Data-Intensive Domains using Online-Analytical Processing, DaWaK'2000 - 2nd International Conference on Data Warehousing and Knowledge Discovery, LCNS September 4-6, 2000, Greenwich, UK.
  • Steffen Staab, Jürgen Angele, Stefan Decker, Michael Erdmann, Andreas Hotho, Alexander Mädche, Hans-Peter Schnurr, Rudi Studer, York Sure [2000]. Semantic Community Web Portals. In: WWW9 - Proceedings of the 9th International World Wide Web Conference, Amsterdam, The Netherlands, May, 15-19, 2000, Elsevier.

Poster

Journal

  • R. Studer, A. Hotho, G. Stumme, R. Volz. Semantic Web - State of the Art and Future Directions. Künstliche Intelligenz (KI)
  • B. Berendt, A. Hotho, G. Stumme : Semantic Web Mining -- State of the Art and Future Directions. Transactions on Data and Knowledge Engineering (TKDE) (submitted)
  • A. Hotho, A. Maedche, S. Staab. Text Clustering Based on Good Aggregations. Künstliche Intelligenz (KI) 16(4), p. 48-54.
  • Hotho, A., Maedche, A., Staab, S., & Studer, R. (2001). SEAL-II — the soft spot between richly structured and unstructured knowledge, Journal of Universal Computer Science 7(7), p. 566-590 (2001).

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