@inproceedings{lauser03, author = {Lauser, Boris and Hotho, Andreas}, booktitle = {Proc. of the 7th European Conference in Research and Advanced Technology for Digital Libraries, ECDL 2003}, interhash = {feb38928054a3691f83122b0172c5116}, intrahash = {8b298c325c6ecdb9c01e01057464ae2d}, pages = {140-151}, publisher = {Springer}, series = {LNCS}, title = {Automatic multi-label subject indexing in a multilingual environment}, volume = 2769, year = 2003 } @inproceedings{hotho_pkdd03, author = {Hotho, A. and Staab, S. and Stumme, G.}, booktitle = {Proc. of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD}, interhash = {cf66183151a5d94a0941ac6d5089ae89}, intrahash = {c1bb26aa5d4801542f832ffab70c82e5}, pages = {217-228}, series = {LNCS}, title = {Explaining Text Clustering Results using Semantic Structures}, volume = 2838, year = 2003 } @inproceedings{berendt05semantic, author = {Berendt, Bettina and Hotho, Andreas and Stumme, Gerd}, booktitle = {Proc. of the 1st Intl. Workshop on Representation and Analysis of Web Space}, editor = {Svatek, Vojtech and Snasel, Vaclav}, interhash = {e4b853ff13b63a88b009610890b89348}, intrahash = {f8826ba2790eeb857dd4becb31a08225}, isbn = {80-248-0864-1}, pages = {1--16}, publisher = {Technical University of Ostrava}, title = {Semantic Web Mining and the Representation, Analysis, and Evolution of Web Space}, url = {http://ftp.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-164/raws2005-paper1.pdf}, vgwort = {29}, year = 2005 } @article{jws2006Semantic, abstract = {SemanticWeb Mining aims at combining the two fast-developing research areas SemanticWeb andWeb Mining. This survey analyzes the convergence of trends from both areas: an increasing number of researchers is working on improving the results ofWeb Mining by exploiting semantic structures in theWeb, and they make use ofWeb Mining techniques for building the Semantic Web. Last but not least, these techniques can be used for mining the Semantic Web itself. The Semantic Web is the second-generation WWW, enriched by machine-processable information which supports the user in his tasks. Given the enormous size even of today’s Web, it is impossible to manually enrich all of these resources. Therefore, automated schemes for learning the relevant information are increasingly being used. Web Mining aims at discovering insights about the meaning of Web resources and their usage. Given the primarily syntactical nature of the data being mined, the discovery of meaning is impossible based on these data only. Therefore, formalizations of the semantics of Web sites and navigation behavior are becoming more and more common. Furthermore, mining the Semantic Web itself is another upcoming application. We argue that the two areas Web Mining and Semantic Web need each other to fulfill their goals, but that the full potential of this convergence is not yet realized. This paper gives an overview of where the two areas meet today, and sketches ways of how a closer integration could be profitable.}, author = {Stumme, Gerd and Hotho, Andreas and Berendt, Bettina}, interhash = {3fd4efcf649ab35e8ef001f19b7ff83c}, intrahash = {9937253e6b2591267a0596fa597a4b96}, issn = {1570-8268}, journal = {Journal of Web Semantics}, number = 2, pages = {124-143}, publisher = {Elsevier}, title = {Semantic Web Mining - State of the Art and Future Directions}, url = {http://www.kde.cs.uni-kassel.de/hotho/pub/2006/JWS2006SemanticWebMining.pdf}, vgwort = {74}, volume = 4, year = 2006 } @article{hotho2005text, author = {Hotho, Andreas}, interhash = {2da187d883f93017d7257d640d32cb16}, intrahash = {eadda80b9594ae653b19aace7bde9c8b}, issn = {0933-1875}, journal = {Künstliche Intelligenz (KI)}, pages = {62-64}, publisher = {Böttcher IT Verlag}, title = {Text Clustern mit Hintergrundwissen (Dissertationsbeschreibung)}, url = {http://www.kde.cs.uni-kassel.de/hotho/pub/2005/hotho05KI_final.pdf}, vgwort = {4}, volume = 1, year = 2005 } @book{staab04handbook, address = {Berlin, DE}, editor = {Staab, S. and Studer, R.}, interhash = {9cbe2aab5cf2be6c545d436758b6b1d6}, intrahash = {6317962ddc5bd2a1febf873fd3900aba}, location = {Aix-en-Provence, France}, publisher = {Springer}, title = {{Handbook on Ontologies}}, year = 2003 } @book{SWPrimer, author = {Antoniou, Grigoris and van Harmelen, Frank}, interhash = {fb7cad966a7d6889113d39bda34deb00}, intrahash = {63e532416465a6ad6603e769764c5aff}, publisher = {MIT Press}, title = {A Semantic Web Primer}, year = 2004 } @book{Fensel:2002, editor = {Fensel, Dieter and Wahlster, Wolfgang and Lieberman, Henry and Hendler, James}, interhash = {c13891cf929cd60403c8ac74ad73089b}, intrahash = {cfd4dbb8db3f32dec6a0218f2dc83f4e}, publisher = {MIT Press}, title = {Spinning the Semantic Web: Bringing the World Wide Web to Its Full Potential}, year = 2002 } @inproceedings{bloehdorn2004icdm, author = {Bloehdorn, Stephan and Hotho, Andreas}, booktitle = {Proceedings of the Fourth IEEE International Conference on Data Mining}, interhash = {f18089d50fdc9c9e38c4fc1e350bdd4e}, intrahash = {7df6357c79445d811f4a9223e688da14}, month = NOV, pages = {331-334}, publisher = {IEEE Computer Society Press}, title = {Text Classification by Boosting Weak Learners based on Terms and Concepts}, url = {http://www.kde.cs.uni-kassel.de/hotho/pub/2004/icdm04boosting.pdf}, year = 2004 } @inproceedings{hotho-ijcaiws2001, author = {Hotho, Andreas and Maedche, Alexander and Staab, Steffen}, booktitle = {Proc. of the Workshop ``Text Learning: Beyond Supervision'' at IJCAI 2001. Seattle, WA, USA, August 6, 2001}, interhash = {cce452c6e28cb3cfb99b3416457f1b24}, intrahash = {15a8cfc9a49b70812a55c76e597db7a5}, publihser = {Springer}, title = {Ontology-based Text Clustering}, year = 2001 } @inproceedings{awic2003, author = {Oberle, Daniel and Berendt, Bettina and Hotho, Andreas and Gonzalez, Jorge}, booktitle = {Advances in Web Intelligence, First International Atlantic Web Intelligence Conference, AWIC 2003, Madrid, Spain, May 5-6, 2003, Proceedings}, editor = {Ruiz, Ernestina Menasalvas and Segovia, Javier and Szczepaniak, Piotr S.}, interhash = {f55b03b7f6aa768c16e09abe349238b2}, intrahash = {0e850231f9b08acb97a39c18e6591526}, pages = {142-154}, publisher = {Springer}, series = {Lecture Notes in Artificial Intelligence}, title = {Conceptual User Tracking}, url = {http://www.aifb.uni-karlsruhe.de/WBS/dob/pubs/awic2003.pdf}, volume = 2663, year = 2003 } @book{phdthesisBookAho04, address = {Berlin}, author = {Hotho, Andreas}, interhash = {174d464d8c6c38b690ab8aa76cd3fe5f}, intrahash = {fc7f40f7b7c8e3f72acb881b6d2d2680}, isbn = {3-89838-286-9}, publisher = {Akademische Verlagsgesellschaft Aka GmbH}, series = {Diski}, title = {Clustern mit Hintergrundwissen}, url = {http://www.kde.cs.uni-kassel.de/hotho/pub/2004/dissAho.pdf}, volume = 286, year = 2004 } @inproceedings{kaon_def2002, address = {Berlin}, author = {Bozsak, E. and Ehrig, M. and Handschuh, S. and Hotho, A. and Maedche, A. and Motik, B. and Oberle, D. and Schmitz, C. and Staab, S. and Stojanovic, L. and Stojanovic, N. and Studer, R. and Stumme, G. and Sure, Y. and Tane, J. and Volz, R. and Zacharias, V.}, booktitle = {E-Commerce and Web Technologies, Third International Conference, EC-Web 2002, Proceedings}, editor = {Bauknecht, K. and Tjoa, A. Min and Quirchmayr, G.}, interhash = {940750309ac472ea48a712e16b5d902a}, intrahash = {d92e8045430c4cfe096d515455a23921}, location = {Aix-en-Provence, France}, pages = {304--313}, publisher = {Springer}, series = {LNCS}, title = {KAON - Towards a Large Scale Semantic Web}, volume = 2455, year = 2002 } @inproceedings{bloehdorn04msw, author = {Bloehdorn, Stephan and Hotho, Andreas}, booktitle = {Proceedings of the MSW 2004 workshop at the 10th ACM SIGKDD Conference on Knowledge Discovery and Data Mining}, interhash = {9b4b685dda669fc66659f810ceb97890}, intrahash = {584e82bad6eb767636ce3ddd8f1ae233}, month = AUG, pages = {70-87}, title = {Boosting for Text Classification with Semantic Features}, url = {http://www.kde.cs.uni-kassel.de/hotho/pub/2004/msw04bloehdorn.pdf}, year = 2004 } @article{hotho02ki, author = {Hotho, Andreas and Maedche, Alexander and Staab, Steffen}, interhash = {2b242ffbfb47a6b3a01584703ee31b9e}, intrahash = {b54e211028a75303d03dfdcce479428e}, journal = {K{\"{u}}nstliche Intelligenz (KI)}, number = 4, pages = {48-54}, title = {Text Clustering Based on Good Aggregations}, url = {http://www.aifb.uni-karlsruhe.de/WBS/aho/pub/Ontology_based_Text_Document_Clustering_2002.pdf}, volume = 16, year = 2002 } @techreport{hothoetal2003, author = {Hotho, A. and Staab, S. and Stumme, G.}, institution = {Institute AIFB, Universität Karlsruhe}, interhash = {0bc7c3fc1273355f45c8970a7ea58f97}, intrahash = {424a43b2ec8c865c1d66ca23440b1ac7}, note = {36 pages}, title = {Text Clustering Based on Background Knowledge}, url = {http://www.kde.cs.uni-kassel.de/hotho/pub/hotho_etal_techreport425.pdf}, year = 2003 } @article{bloehdorn-etal-ldv-2005, author = {Bloehdorn, Stephan and Cimiano, Philipp and Hotho, Andreas and Staab, Steffen}, interhash = {174605ce734930cbdffb624175e845f9}, intrahash = {0abe60273dec207b626c41f431b16b49}, issn = {0175-1336}, journal = {LDV Forum - GLDV Journal for Computational Linguistics and Language Technology}, month = MAY, number = 1, pages = {87-112}, title = {An Ontology-based Framework for Text Mining}, vgwort = {26}, volume = 20, year = 2005 } @article{hotho-etal-ldv-2005, author = {Hotho, Andreas and Nürnberger, Andreas and Paaß, Gerhard}, interhash = {a324706344ddfce8a288870adeef18cb}, intrahash = {6ecc8a3cee1a99bbb9f8f8dd6a9d2959}, issn = {0175-1336}, journal = {LDV Forum - GLDV Journal for Computational Linguistics and Language Technology}, month = MAY, number = 1, pages = {19-62}, title = { A Brief Survey of Text Mining}, url = {http://www.kde.cs.uni-kassel.de/hotho/pub/2005/hotho05TextMining.pdf}, vgwort = {44}, volume = 20, year = 2005 } @inproceedings{hotho_sigir03, address = {Toronto, Canada}, author = {Hotho, A. and Staab, S. and Stumme, G.}, booktitle = {Proc. of the SIGIR 2003 Semantic Web Workshop}, interhash = {c2a9a89ce20cef90a1e78d34dc2c2afe}, intrahash = {b03e58ecb17c09f8c09d1fd93fb24f90}, title = {WordNet improves text document clustering}, url = {http://www.kde.cs.uni-kassel.de/hotho/pub/hothoetal_sigir_ws_sem_web.pdf}, year = 2003 }