@article{berendt2010bridging, author = {Berendt, Bettina and Hotho, Andreas and Stumme, Gerd}, doi = {DOI: 10.1016/j.websem.2010.04.008}, interhash = {4969eb2b7bf1fabe60c5f23ab6383d77}, intrahash = {f8d7bc2af5753906dc3897196daac18c}, issn = {1570-8268}, journal = {Web Semantics: Science, Services and Agents on the World Wide Web}, note = {Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0; The Future of Knowledge Dissemination: The Elsevier Grand Challenge for the Life Sciences}, number = {2-3}, pages = {95 - 96}, title = {Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0}, url = {http://www.sciencedirect.com/science/article/B758F-4YXK4HW-1/2/4cb514565477c54160b5e6eb716c32d7}, volume = 8, year = 2010 } @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}, 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/stumme/papers/2006/stumme2006semantic.pdf}, volume = 4, year = 2006 } @proceedings{berendt2004web, address = {Heidelberg}, editor = {Berendt, Bettina and Hotho, Andreas and Mladenic, Dunja and van Someren, Maarten and Spiliopoulou, Myra and Stumme, Gerd}, interhash = {d7c78aa71fa7487dacfd9172467f1912}, intrahash = {be8b91e0c05dde74a4af7123b949c6ac}, isbn = {3-540-23258-3}, note = {http://km.aifb.uni-karlsruhe.de/ws/ewmf03/}, publisher = {Springer}, series = {LNAI}, title = {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}, url = {http://springerlink.metapress.com/content/unvvag26dttf/}, volume = 3209, year = 2004 } @inproceedings{berendt2004roadmap, abstract = {The purpose of Web mining is to develop methods and systems for discovering models of objects and processes on the World Wide Web and for web-based systems that show adaptive performance. Web Mining integrates three parent areas: Data Mining (we use this term here also for the closely related areas of Machine Learning and Knowledge Discovery), Internet technology and World Wide Web, and for the more recent Semantic Web. The World Wide Web has made an enormous amount of information electronically accessible. The use of email, news and markup languages like HTML allow users to publish and read documents at a world-wide scale and to communicate via chat connections, including information in the form of images and voice records. The HTTP protocol that enables access to documents over the network via Web browsers created an immense improvement in communication and access to information. For some years these possibilities were used mostly in the scientific world but recent years have seen an immense growth in popularity, supported by the wide availability of computers and broadband communication. The use of the internet for other tasks than finding information and direct communication is increasing, as can be seen from the interest in ldquoe-activitiesrdquo such as e-commerce, e-learning, e-government, e-science.}, address = {Heidelberg}, author = {Berendt, Bettina and Hotho, Andreas and Mladenic, Dunja and van Someren, Maarten and Spiliopoulou, Myra and Stumme, Gerd}, bibsource = {DBLP, http://dblp.uni-trier.de}, booktitle = {Web Mining: From Web to Semantic Web}, crossref = {DBLP:conf/ewmf/2003}, editor = {Berendt, Bettina and Hotho, Andreas and Mladenic, Dunja and van Someren, Maarten and Spiliopoulou, Myra and Stumme, Gerd}, ee = {http://springerlink.metapress.com/openurl.asp?genre=article{\&}issn=0302-9743{\&}volume=3209{\&}spage=1}, interhash = {a27cc056d337718c1e10a3f9e3048143}, intrahash = {158a99f0088fcefa45b1eb7f96aa5673}, pages = {1-22}, publisher = {Springer}, title = {A Roadmap for Web Mining: From Web to Semantic Web.}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2004/berendt2004roadmap.pdf}, volume = 3209, year = 2004 } @incollection{berendt04usage, abstract = {Semantic Web Mining aims at combining the two fast-developing research areas Semantic Web and Web Mining. Web Mining aims at discovering insights about the meaning of Web resources and their usage. Given the primarily syntactical nature of data Web mining operates on, the discovery of meaning is impossible based on these data only. Therefore, formalizations of the semantics of Web resources and navigation behavior are increasingly being used. This fits exactly with the aims of the Semantic Web: the Semantic Web enriches the WWW by machine-processable information which supports the user in his tasks. In this paper, we discuss the interplay of the Semantic Web with Web Mining, with a specific focus on usage mining.}, address = {Boston}, author = {Berendt, Bettina and Hotho, Andreas and Stumme, Gerd}, booktitle = {Data Mining Next Generation Challenges and Future Directions}, editor = {Kargupta, Hillol and Joshi, Anupam and Sivakumar, Krishnamoorthy and Yesha, Yelena}, interhash = {272317659fc9bad03d6083a7afc1bc35}, intrahash = {0ef00fe39718eae61dca4d251b14578d}, isbn = {0-262-61203-8}, pages = {461-481}, publisher = {AAAI Press}, title = {Usage Mining for and on the Semantic Web}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2004/berendt04usage.pdf}, year = 2004 } @inproceedings{stumme02usage, address = {Baltimore}, author = {Stumme, G. and Berendt, B. and Hotho, A.}, booktitle = {Proc. NSF Workshop on Next Generation Data Mining}, comment = {alpha}, interhash = {479de77764be1ec66534be1c647e0857}, intrahash = {4a68d1443065dcd7980989e97cb0af69}, month = {November}, pages = {77-86}, title = {Usage Mining for and on the Semantic Web}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2002/NSF-NGDM02.pdf}, year = 2002 } @proceedings{berendt02semantic, address = {Helsinki, Finland}, comment = {alpha}, editor = {Berendt, B. and Hotho, A. and Stumme, G.}, interhash = {d57b987c3937ff9d7ee64152cec01efa}, intrahash = {b4d1e0ba321cc53504b66fc58ff18446}, month = {August 19,}, title = {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)}, url = {http://km.aifb.uni-karlsruhe.de/ws/semwebmine2002/online_html}, year = 2002 } @inproceedings{berendt02towards, address = {Heidelberg}, author = {Berendt, B. and Hotho, A. and Stumme, G.}, booktitle = {The Semantic Web -- ISWC 2002}, comment = {alpha}, editor = {Horrocks, I. and Hendler, J.}, interhash = {4dd40c50089d3b86fb235bfaf3c8bee7}, intrahash = {fc1c88be5f8c2640ca6e9a40b5fa1c7b}, pages = {264-278}, publisher = {Springer}, series = {LNCS}, title = {Towards Semantic Web Mining}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2002/ISWC02.pdf}, year = 2002 } @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://www.kde.cs.uni-kassel.de/stumme/papers/2005/berendt2005semantic.pdf}, year = 2005 } @inproceedings{studer03building, address = {Osaka, Japan}, author = {Studer, Rudi and Stumme, Gerd and Handschuh, Siegfried and Hotho, Andreas and Motik, B.}, booktitle = {New Trends in Knowledge Processing -- Data Mining, Semantic Web and Computational}, comment = {alpha}, interhash = {67d164f4a531ddf0f84df0b5de52e80a}, intrahash = {a0e7b52680f1876cdd9cd21f7cb2f95c}, month = {March 10-11,}, pages = {31-34}, title = {Building and Using the Semantic Web}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2003/Sanken03.pdf}, year = 2003 } @book{Semantic2006Ackermann, address = {Heidelberg}, editor = {Ackermann, Markus and Berendt, Bettina and Grobelnik, Marko and Hotho, Andreas and Mladenic, Dunja and Semeraro, Giovanni and Spiliopoulou, Myra and Stumme, Gerd and Svatek, Vojtech and van Someren, Maarten}, interhash = {f4891d2967571b77f1276298f112158f}, intrahash = {f8335dd42e7eec61d60bbeced71ff3be}, isbn13 = {978-3-540-47697-9}, issn = {0302-9743}, publisher = {Springer}, title = {Semantics, Web and Mining}, url = {http://dx.doi.org/10.1007/11908678}, year = 2006 } @proceedings{stumme01semantic, address = {Freiburg}, editor = {Stumme, G. and Hotho, A. and Berendt, B.}, interhash = {8e0ea487e66cca158e69263d18d856f8}, intrahash = {ee4f8a6316e6454df268067b4e47f818}, month = {September 3rd,}, title = {Semantic Web Mining. Workshop Proceedings.}, url = {http://semwebmine2001.aifb.uni-karlsruhe.de/online.html}, year = 2001 } @inproceedings{DBLP:conf/esws/AroyoDDP06, author = {Aroyo, Lora and Denaux, Ronald and Dimitrova, Vania and Pye, Michael}, bibsource = {DBLP, http://dblp.uni-trier.de}, booktitle = {ESWC}, crossref = {DBLP:conf/esws/2006}, ee = {http://dx.doi.org/10.1007/11762256_41}, interhash = {8f53d0f1cf37b9d147202de04ea0ec46}, intrahash = {f990be978ac710a2dfbc8905f3d23b13}, pages = {560-574}, title = {Interactive Ontology-Based User Knowledge Acquisition: A Case Study.}, year = 2006 } @inproceedings{DBLP:conf/esws/JovanovicGD06, author = {Jovanovic, Jelena and Gasevic, Dragan and Devedzic, Vladan}, bibsource = {DBLP, http://dblp.uni-trier.de}, booktitle = {ESWC}, crossref = {DBLP:conf/esws/2006}, ee = {http://dx.doi.org/10.1007/11762256_40}, interhash = {cb3d3678b52fa3ae3f4a788e38fdf376}, intrahash = {ea8cbd342231feef071a6d49641edbff}, pages = {545-559}, title = {Dynamic Assembly of Personalized Learning Content on the Semantic Web.}, year = 2006 } @inproceedings{DBLP:conf/esws/SchmitzHJS06, author = {Schmitz, Christoph and Hotho, Andreas and J{\"a}schke, Robert and Stumme, Gerd}, bibsource = {DBLP, http://dblp.uni-trier.de}, booktitle = {ESWC}, crossref = {DBLP:conf/esws/2006}, ee = {http://dx.doi.org/10.1007/11762256_39}, interhash = {940fa3c671c771cc9a644b3ecfef43cd}, intrahash = {baec213d07653ea09064babdc6982b1a}, pages = {530-544}, title = {Content Aggregation on Knowledge Bases Using Graph Clustering.}, year = 2006 } @inproceedings{DBLP:conf/esws/HoserHJSS06, author = {Hoser, Bettina and Hotho, Andreas and J{\"a}schke, Robert and Schmitz, Christoph and Stumme, Gerd}, bibsource = {DBLP, http://dblp.uni-trier.de}, booktitle = {ESWC}, crossref = {DBLP:conf/esws/2006}, ee = {http://dx.doi.org/10.1007/11762256_38}, interhash = {0175b14f7320337af2da96e5e3163ecc}, intrahash = {f2f2ce3ef055f2c40f322cea51119e56}, pages = {514-529}, title = {Semantic Network Analysis of Ontologies.}, year = 2006 }