José L. Navarro-Galindo
ABSTRACT
In this paper, FLERSA (Flexible Range Semantic Annotation) is presented as a user-centred annotation tool for Web content. The tool has been developed over a CMS and allows both manual and automatic semantic annotations. For manual annotation, a new flexible range markup technique is used, based on the RDFa standard, to support the evolution of annotated Web documents more effectively than XPointer. For automatic annotation, a hybrid approach based on natural language processing (NLP) techniques (Vector-Space Model + n-grams) is used to determine the concepts that the content of a Web document deals with (from an ontology which provides a taxonomy), based on previous annotations that are used as training Corpus.
- Bemers-Lee, T., Hendler, J. and Lassila O. 2001. The Semantic Web. Scientific American (May 2001).Google Scholar
- Sheth, A. and Bertram, C. et al. 2002. Managing Semantic Content for the Web. IEEE Internet Computing (Jul-Aug. 2002), Volume: 6, Issue: 4, pp. 80--87. Google ScholarDigital Library
- Tse-Ming, T. and Han-Kuan, Y. et al. 2003. Ontology-Mediated Integration of Intranet Web Services. Computer Magazine (October 2003), Volume 36, Issue 10, pp. 63--71. Google ScholarDigital Library
- Webster's Online Dictionary. DOI= http://www.websters-online-dictionary.org/Google Scholar
- Maedche, A., Motik, B., Stojanovic, L., Studer, R. and Volz, R. 2003. Ontologies for Enterprise KM. IEEE Intell, Syst. 18 (2) (2003) 26--33. Google ScholarDigital Library
- Manola, F. and Millar, E. 2004. "RDF Primer". W3C Recommendation. DOI= http://www.w3.org/TR/rdf-primer/Google Scholar
- Adida, B. and Birbeck, M. 2008. RDFa primer: Bridging the human and data Webs. W3C Working Group Note.Google Scholar
- Bray, T., Paoli, J., Sperberge-McQueen, C. M., Maler, E. and Yergeau, F. 2008. Extensible Markup Language (XML) 1.0 (fifth edition). W3C Recommendation (26 November 2008).Google Scholar
- Koivunen, M., Prud'Hommeaux, E., and Swick, R. 2002. Annotea: an open RDF infrastructure for shared Web annotations. Computer Networks, Volume 39, Page 589.Google Scholar
- DeRose, S., Maler, E. and Daniel, R. Jr. 2001. XML Pointer Language (XPointer) Version 1.0 (February 2001).Google Scholar
- Kesselman, J., Robie, J., Champion, M., Sharpe, P. and Apparao, V. 2000. Document object model (dom) level 2 traversal and range specification. Technical report, W3C.Google Scholar
- Amaya Home Page. 2009. DOI= http://www.w3.org/Amava/Google Scholar
- Epiphany Home Page. 2010. DOI= http://projects.dfki.uni-kl.de/epiphany/Google Scholar
- Bonino, D., Bosca A., Corno F., Farinetti L., Pescarmona F. 2004. H-DOSE: an Holistic Distributed Open Semantic Elaboration Platform. SWAP2004.Google Scholar
- Popov, B., et al. 2004. KIM: a semantic platform for information extraction and retrieval. Nat. Lang. Eng. 10(3--4): p. 375--392. DOI= http://www.ontotext.com/kim/ Google ScholarDigital Library
- Melita. DOI= http://www.aktors.org/technologies/melita/Google Scholar
- Uren, V., Cimiano, P., Iria, J., Handschuh, S., Vargas-Vera, M., Motta, E. and Ciravegna, F. 2006. Semantic annotation for knowledge management: Requirements and a survey of the state of the art. Journal Web Semantics. Google ScholarDigital Library
- Golbeck, J., Grove, M., Parsia, B., Kalyanpur, A. and Hendler, J., 2002. New tools for the Semantic Web. In Knowledge Engineering and Knowledge Management. Proceedings of 13th International Conference. EKAW'02. Google ScholarDigital Library
- Auer, S. 2005. Powl - A Web Based Platform for Collaborative Semantic Web Development. Proc. of 1st Workshop Scripting for the Semantic Web. SFSW'05.Google Scholar
- RDFa Distiller. DOI= http://www.w3.org/2007/08/pvRdfa/Google Scholar
- Handschuh, S., Staab, S. and Studer, R. 2003. Leveraging metadata creation for the Semantic Web with CREAM. Proceedings of the Annual German Conference on AI.Google Scholar
- Joomla. DOI= http://www.joomla.org/Google Scholar
- Mootools framework. DOI= http://www.mootools.net/Google Scholar
- Navarro-Galindo, J. L. and Samos, J. 2010. Flexible Range Semantic Annotations Based on RDFa. 27th British National Conference on Databases (BNCOD'10), LNCS 6121. Google ScholarDigital Library
- Navarro-Galindo, J. L. and Samos, J. 2010. Ontology Support and Management for Semantic Annotation. Research Report (LSI, Universidad de Granada).Google Scholar
- Salton, G. and Lesk, M. E. 1965. The SMART automatic document retrieval system. An illustration, Communications of the ACM, 8(6), 391--398. Google ScholarDigital Library
- Luhn, H. P. The automatic creation of literature abstracts. 1958. IBM journal of research and development, 2:159--165. Google ScholarDigital Library
- Sparck, K. A statistical interpretation of term specificity and its application in retrieval. 1972. Journal of documentation, 28(1):11--21.Google ScholarCross Ref
- Halevy, A., Franklin, M., Maier, D. 2006. Principles of dataspace systems. PODS'06. Proceedings of the Twenty-fifth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, ACM, New York, pp. 1--9. Google ScholarDigital Library
Index Terms
- Manual and automatic semantic annotation of web documents: the FLERSA tool
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