TY - CONF AU - Berendt, Bettina AU - Hotho, Andreas AU - Mladenic, Dunja AU - van Someren, Maarten AU - Spiliopoulou, Myra AU - Stumme, Gerd A2 - Berendt, Bettina A2 - Hotho, Andreas A2 - Mladenic, Dunja A2 - van Someren, Maarten A2 - Spiliopoulou, Myra A2 - Stumme, Gerd T1 - A Roadmap for Web Mining: From Web to Semantic Web. T2 - Web Mining: From Web to Semantic Web PB - Springer C1 - Heidelberg PY - 2004/ CY - VL - 3209 IS - SP - 1 EP - 22 UR - http://www.kde.cs.uni-kassel.de/stumme/papers/2004/berendt2004roadmap.pdf DO - KW - 2004 KW - ecml KW - ewmf KW - itegpub KW - l3s KW - mining KW - myown KW - pkdd KW - proceedings KW - roadmap KW - semantic KW - web KW - workshop L1 - SN - N1 - N1 - AB - 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. ER - TY - CHAP AU - Berendt, Bettina AU - Hotho, Andreas AU - Stumme, Gerd A2 - Kargupta, Hillol A2 - Joshi, Anupam A2 - Sivakumar, Krishnamoorthy A2 - Yesha, Yelena T1 - Usage Mining for and on the Semantic Web T2 - Data Mining Next Generation Challenges and Future Directions PB - AAAI Press C1 - Boston PY - 2004/ VL - IS - SP - 461 EP - 481 UR - http://www.kde.cs.uni-kassel.de/stumme/papers/2004/berendt04usage.pdf DO - KW - 2004 KW - itegpub KW - l3s KW - mining KW - myown KW - semantic KW - usage KW - web L1 - SN - 0-262-61203-8 N1 - N1 - AB - 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. ER - TY - GEN AU - A2 - Berendt, Bettina A2 - Hotho, Andreas A2 - Mladenic, Dunja A2 - van Someren, Maarten A2 - Spiliopoulou, Myra A2 - Stumme, Gerd T1 - 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 JO - PB - Springer C1 - Heidelberg PY - 2004/ VL - 3209 IS - SP - EP - UR - http://springerlink.metapress.com/content/unvvag26dttf/ DO - KW - 2004 KW - ecml KW - itegpub KW - l3s KW - mining KW - myown KW - pkdd KW - proceedings KW - semantic KW - web KW - workshop L1 - N1 - N1 - AB - ER - TY - GEN AU - A2 - Maedche, Alexander A2 - Sattler, Kai-Uwe A2 - Stumme, Gerd T1 - Information Integration and Mining in Databases and on the Web. Proceedings of the 2nd International Workshop on Databases, Documents, and Information Fusion (DBFusion 2002) JO - CEUR-WS PB - C1 - Aachen PY - 2004/ VL - 124 IS - SP - EP - UR - http://ftp.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-124/ DO - KW - 2004 KW - databases KW - dbfusion KW - fusion KW - information KW - integration KW - itegpub KW - l3s KW - myown KW - proceedings KW - web KW - workshop L1 - N1 - N1 - AB - ER - TY - CONF AU - Tane, Julien AU - Schmitz, Christoph AU - Stumme, Gerd A2 - T1 - Semantic resource management for the web: an e-learning application T2 - Proc. 13th International World Wide Web Conference (WWW 2004) PB - C1 - PY - 2004/ CY - VL - IS - SP - 1 EP - 10 UR - http://www.www2004.org/proceedings/docs/2p1.pdf DO - KW - 2004 KW - application KW - courseware KW - crawler KW - e-learning KW - eLearning KW - edutella KW - fca KW - itegpub KW - l3s KW - learning KW - myown KW - p2p KW - semantic KW - watchdog KW - web L1 - SN - N1 - N1 - AB - ER -