Advances in Web Mining and Web Usage Analysis: 7th by Lin Lu, Margaret Dunham, Yu Meng (auth.), Olfa Nasraoui, PDF

By Lin Lu, Margaret Dunham, Yu Meng (auth.), Olfa Nasraoui, Osmar Zaïane, Myra Spiliopoulou, Bamshad Mobasher, Brij Masand, Philip S. Yu (eds.)

ISBN-10: 3540463461

ISBN-13: 9783540463467

ISBN-10: 3540463488

ISBN-13: 9783540463481

Thisbookcontainsthepostworkshopproceedingsofthe7thInternationalWo- store on wisdom Discovery from the net, WEBKDD 2005. The WEBKDD workshop sequence occurs as a part of the ACM SIGKDD overseas Conf- ence on wisdom Discovery and information Mining (KDD) for the reason that 1999. The self-discipline of knowledge mining provides methodologies and instruments for the an- ysis of enormous information volumes and the extraction of understandable and non-trivial insights from them. net mining, a far more youthful self-discipline, concentrates at the analysisofdata pertinentto theWeb.Web mining tools areappliedonusage facts and site content material; they attempt to enhance our knowing of the way the internet is used, to reinforce usability and to advertise mutual pride among e-business venues and their capability buyers. within the final years, the curiosity for the net as medium for verbal exchange, interplay and company has ended in new demanding situations and to extensive, devoted examine. the various infancy difficulties in net mining have now been solved however the large strength for brand new and enhanced makes use of, in addition to misuses, of the internet are resulting in new challenges.

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Extra info for Advances in Web Mining and Web Usage Analysis: 7th International Workshop on Knowledge Discovery on the Web, WebKDD 2005, Chicago, IL, USA, August 21, 2005. Revised Papers

Example text

In contrast, location search generally proceeded in a linear or depth-first fashion, as shown on the far right of Fig. 9%). This may be interpreted as follows: Location search prompts the user to specify, on a clickable map, the body parts that contain the sought disease. 1%). This narrowing-down of the medical problem by an aspect of its surface symptoms (location on the body) helps the user to identify one approximately correct diagnosis and to find the correct one, or further ones, by retaining the focus on symptoms and finding further diagnoses by following the differential-diagnosis links.

24. , & Gonzalez, J. (2003). Conceptual user tracking. In Proc. AWIC’03 (pp. 155–164). 25. Srikant, R. & Agrawal, R. (1995). Mining generalized association rules. In Proc. 21st VLDB Conference (pp. 407–419). 26. Srikant, R. & Agrawal, R. (1996). Mining sequential patterns: Generalizations and performance improvements. In Proc. EDBT (pp. 3–17). 27. , & Philippsen, M. (2005). A quantitative comparison of the subgraph miners MoFa, gSpan, FFSM, and Gaston. In Proc. PKDD’05 (pp. 392–403). 28. , & Han, J.

44 V. Schickel-Zuber and B. Faltings The generalization cost property models the asymmetry of the similarity function, which implies that the similarity function is not a metric. The specificity cost property represents the fact that sub-concepts are more meaningful to the user than superconcepts, whilst the specialization property reflects the fact that the further away two concepts are, then the more dissimilar they become. As a consequence, the specificity property reduces the cost of traversing edges as we go deeper in the ontology and the specialization property increases the cost between two concepts if other concepts are found on the path between these concepts.

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Advances in Web Mining and Web Usage Analysis: 7th International Workshop on Knowledge Discovery on the Web, WebKDD 2005, Chicago, IL, USA, August 21, 2005. Revised Papers by Lin Lu, Margaret Dunham, Yu Meng (auth.), Olfa Nasraoui, Osmar Zaïane, Myra Spiliopoulou, Bamshad Mobasher, Brij Masand, Philip S. Yu (eds.)


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