Automatic metadata generation for Web pages using a text mining approach

Proceedings - International Workshop on Challenges in Web Information Retrieval and Integration, WIRI'05

Volumn 2005, Issue , 2005, Pages 186-194

  Yang, Hsin Chang ^a   Lee, Chung Hong ^b  

^a CHANG JUNG CHRISTIAN UNIVERSITY   (Taiwan)

^b NATIONAL KAOHSIUNG UNIVERSITY OF APPLIED SCIENCES   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA MINING; INFORMATION DISSEMINATION; SELF ORGANIZING MAPS; SEMANTICS; WEBSITES;

INFORMATION SHARING; SEMANTIC WEB; SEMANTIC WEB RESOURCES; TEXT MINING;

METADATA;

EID: 33845367174     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WIRI.2005.11     Document Type: Conference Paper

References (23)

1. S. Bechhofer and C. Gobel. Towards annotation using daml+oil. In Proc. First International Conference on Knowledge Capture (K-CAP 2001) Workshop on Knowledge Markup and Semantic Annotation, Victoria, B. C., Canada, 2001.
2. D. Bonino, F. Corno, and L. Farinetti. Semantic annotation and search at the document substructure level. In Proceedings of the 2nd International Semantic Web Conference, Florida, USA, 2003.
3. P. Cimiano, S. Handschuh, and S. Staab. Towards the self-annotating web. In Proceedings of The 23th International Conference on World Wide Web, pages 462-471, New York, NY, USA, 2004.
4. S. Dill, N. Eiron, D. Gibson, D. Gruhl, R. Guha, A. Jhingran, T. Kanungo, K. S. McCurley, S. Rajagopalan, A. Tomkins, J. A. Tomlin, and J. Y. Zien. A case for automated large-scale semantic annotation. Web Semantics: Science, Services and Agents on the World Wide Web, 1(1): 115-132, 2003.
5. A. Dingli, F. Ciravegna, and Y. Wilks. Automatic semantic annotation using unsupervised information extraction and integration. In Proceedings of the 2nd International Conference on Knowledge Capture (K-CAP 2003), Florida. USA, 2003.
6. M. Erdmann, A. Maedche, H. Schnurr, and S. Staab. From manual to semi-automatic semantic annotation: About ontology-based text annotation tools. In Proceedings of the COLING 2000 Workshop on Semantic Annotation and Intelligent Content, Luxembourg, 2000.
7. H. Graubitz, K. Winkler, and M. Spiliopoulou. Semantic tagging of domain-specific text documents with diasdem. In Proceedings of the 1st International Workshop on Databases, Documents, and Information Fusion (DBFusion 2001), pages 61-72, Gommern, Germany. 2001.
8. S. Handschuh and S. Staab. Cream: Creating metadata for the semantic web. Computer Networks, 42(5):579-598, 2003.
9. S. Handschuh and S. Stabb. Authoring and annotation of web pages in cream. In Proceedings of the 11th International World Wide Web Conference (WWW 2002), pages 462-473, Honolulu, Hawaii, USA, 2002.
10. S. Handschuh, S. Stabb, and F. Ciravegna. S-cream-semi-automatic creation of metadata. In Proceedings of the 13th International Conference on Knowledge Engineering and Management (EKAW 2002), pages 358-372, Siguenza, Spain, 2002.
11. J. Heflin and J. Hendler. Searching the web with shoe. In Artificial Intelligence for Web Search. Papers from the AAAI Workshop, pages 35-40, Menlo Park, CA, 2000. AAAI Press.
12. J. Kahan, M.-R. Koivunen, E. Prud'Hommeaux, and R. R. Swick. Annotea: an open rdf infrastructure for shared web annotations. In Proceedings of the 10th International World Wide Web Conference, pages 623-632, Siguenza, Spain, 2001.
13. A. Kiryakov, B. Popov, I. Terziev, D. Manov, and D. Ognyanoff. Semantic annotation, indexing, and retrieval. Web Semantics: Science, Services and Agents on the World Wide Web, 2(1), 2005.
14. T. Kohonen. Self-Organizing Maps. Springer-Verlag, Berlin, 1997.
15. M.-R. Koivunen and R. Swick. Metadata based annotation infrastructure offer flexibility and extensibility for collaborative applications and beyond. In Proc. First International Conference on Knowledge Capture (K-CAP 2001) Workshop on Knowledge Markup and Semantic Annotation, pages 1-4, Victoria, B. C., Canada, 2001.
16. J. Li, L. Zhang, and Y. Yu. Learning to generate semantic annotation for domain specific sentences. In Proc. First International Conference on Knowledge Capture (K-CAP 2001) Workshop on Knowledge Markup and Semantic Annotation, Victoria, B. C., Canada, 2001.
17. P. Martin and P. Eklund. Embedding knowledge in web documents. Computer Networks, 31:1403-1419, 1999.
18. N. Noy, M. Sintek, S. Decker, M. Crubezy, R. Fergerson, and M. Musen. Creating semantic web contents with protege-2000. IEEE Intelligent Systems, 2(16):60-71, 2001.
19. G. Salton and M. J. McGill. Introduction to Modern Information Retrieval. McGraw-Hill, New York, 1983.
20. M. Vargas-Vera, E. Motta, J. Domingue, M. Lanzoni, A. Stutt, and F. Ciravegna. Mnm: ontology driven semi-automatic and automatic support for semantic markup. In Proceedings of The 13th International Conference on Knowledge. Engineering and Management (EKAW 2002), pages 5-12, Victoria, B. C., Canada, 2001.
21. M. Vargas-Vera, E. Motta, J. Domingue, S. B. Shum, and M. Lanzoni. Knowledge extraction by using an ontology-based annotation tool. In Proceedings of The First International Conference on Knowledge Capture (K-CAP 2001) Workshop on Knowledge Markup and Semantic Annotation, pages 5-12, Victoria, B. C., Canada, 2001.
22. R. Volz, S. Handschuh, S. Staab, L. Stojanovic, and N. Stojanovic. Unveiling the hidden bride: deep annotation for mapping and migrating legacy data to the semantic web. Web Semantics: Science, Services and Agents on the World Wide Web, 2(1):187-206, 2004.
23. K. Winkler and M. Spiliopoulou. Extraction of semantic xml dtds from texts using data mining techniques. In Proceedings of The First International Conference on Knowledge Capture (K-CAP 2001) Workshop on Knowledge Markup and Semantic Annotation, Victoria, B. C., Canada, 2001.