An Approach to Manage the Web Knowledge

Filippo Eros Pani, Maria Ilaria Lunesu, Giulio Concas, Gavina Baralla

2013

Abstract

The spread of the Social Web is influencing the evolution of Semantic Web: the way of producing and consulting information changes, as well as the way people relate themselves with the Internet and the services it gives. Users will participate at first hand to the developing of the Web which therefore becomes interactive. This study considers this feature, trying to link the worlds of Social Media and Semantic Web, with the aim of proposing a semantic classification of the information coming from the Web, which do not always follow a well-defined order and organization. Starting from a precise analysis of the information of the Web through an accurate and meticulous study on how these are presented and used, in order to give a sorted and easily usable data structure, this approach wants to define a taxonomy able to represent knowledge through an iterative combined approach, where top-down and bottom-up analyses are applied on the knowledge domain we want to represent.

References

  1. Barton, J., Currier, S., Hey, J. M. N. (2003). Building Quality Assurance into Metadata Creation: an Analysis based on the Learning Objects and e-Prints Communities of Practice. In Sutton, S., Greenberg, J. and Tennis, J., Eds. Proceedings 2003 Dublin Core Conference: Supporting Communities of Discourse and Practice - Metadata Research and Applications, Seattle, Washington (USA).
  2. Berners-Lee, T., Hendler, J., Lassila, O., 2001. In The Semantic Web, Scientific American, pp. 28-37. http://www.scientificamerican.com/2001/0501issue/05 01berners-lee.html
  3. Davies, J., Fensel, D., van Harmelen, F., 2003. Towards the Semantic Web: Ontology-driven Knowledge Management, John Wiley & Sons, ISBN: 9780470848678.
  4. Decker, S., Melnik, S., Van Harmelen, F., Fensel, D., Klein, M., Broekstra, J., Erdmann, M., Horrocks, I., 2000. The Semantic Web: the roles of XML and RDF. In: Internet Computing, IEEE, Vol. 4, Issue 5, pp. 63- 73.
  5. Euzenat, J., Shvaiko, P., 2007. Ontology matching, Springer-Verlag, Berlin Heidelberg (DE), ISBN: 978- 3-540-49612-0.
  6. Fensel, D., Van Harmelen, F., Horrocks, I., McGuinness, D. L., Patel-Schneider, P. F., 2001 OIL: an ontology infrastructure for the Semantic Web. In Intelligent Systems, IEEE, Vol. 16, Issue 2, pp. 38-45.
  7. Gómez-Pérez, A., Corcho, O., 2002. Ontology languages for the Semantic Web. In Intelligent Systems, Vol. 17, Issue 1, pp. 54-60.
  8. Gruber, T., 1993. A Translation Approach to Portable Ontology Specification. In Knowledge Acquisition, Vol. 5, pp. 199-220.
  9. Gruber, T., 2008. Ontology. In Liu L., Özsu, M. T. (Eds.), Encyclopedia of Database Systems, Springer-Verlag.
  10. Hepp, M., 2007. Ontologies: State of the Art, Business Potential, and Grand Challenges. In Hepp, M., De Leenheer, P., de Moor, A., Sure, Y. (Eds.), Ontology Management: Semantic Web, Semantic Web Services, and Business Applications, ISBN 978-0-387-69899-1, Springer, pp. 3-22.
  11. Horrocks, I., 2008. Ontologies and the semantic web. In Communications of the ACM, 51(12):58-67.
  12. Jacob, E. K., 2003. Ontologies and the Semantic Web. In Bulletin of the American Society for Information Science and Technology, Wiley Periodicals, Vol. 29, Issue 4, pp. 19-22.
  13. Jaimes, A., Smith, J., 2003. Semi-automatic, data-driven construction of multimedia ontologies. In Proceedings of IEEE International Conference on Multimedia and Expo (ICME), Vol. 2.
  14. Jewell, M. O., Lawrence, K. F., Tuffield, M. M., PrugelBennett, A., Millard, D. E., Nixon, M. S., Schraefel, M. C., Shadbolt N. R., 2005. OntoMedia: An Ontology for the Representation of Heterogeneous Media. In Multimedia Information Retrieval Workshop, ACM SIGIR.
  15. Lassila, O., Swick, R., 1999. Resource Description Framework (RDF): Model and Syntax Specification, Recommendation W3C. http://www.w3.org/TR/RECrdf-syntax
  16. Lunesu, M. I., Pani, F. E., Concas, G., 2011. An approach to manage semantic informations from UGC. In International Conference on Knowledge Engineering and Ontology Development , Paris, France.
  17. Lunesu, M. I., Pani, F. E., Concas, G., 2011. Using a standards-based approach for a multimedia knowledge-base. In International Conference on Knowledge Management and Information Sharing Paris, France.
  18. Maedche, A., Staab, S., 2001. Ontology learning for the Semantic Web. In Intelligent Systems, IEEE, Vol. 16, Issue 2, pp. 72 - 79.
  19. Noy, N. F., McGuinness, D. L., 2001. Ontology Development 101: A Guide to Creating Your First Ontology, Stanford Knowledge Systems, Laboratory Technical Report KSL-01-05, 2001.
  20. Schreiber, A. Th., Dubbeldam, B., Wielemaker, J., Wielinga, B., 2001. Ontology-Based Photo Annotation. In IEEE Intelligent Systems, Vol. 16, pp. 66-74.
  21. Simperi, E., 2009. Reusing ontologies on the Semantic Web: A feasibility study. In Data & Knowledge Engineering, Vol. 68, Issue 10, pp. 905-925.
  22. Strintzis, J., Bloehdom, S., Handschuh, S., Staab, S., Simou, N., Tzouvatras, V., Petridis, K., Kompatsiaris, I., Avrithis, Y., 2004. Knowledge representation for semantic multimedia content analysis and reasoning. In Proceedings of the European Workshop on the Integration of Knowledge, Semantics and Digital Media technology.
  23. W3C, Wine ontology. http://www.w3.org/TR/owlguide/wine.rdf
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Paper Citation


in Harvard Style

Eros Pani F., Ilaria Lunesu M., Concas G. and Baralla G. (2013). An Approach to Manage the Web Knowledge . In Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2013) ISBN 978-989-8565-81-5, pages 81-88. DOI: 10.5220/0004547900810088


in Bibtex Style

@conference{keod13,
author={Filippo Eros Pani and Maria Ilaria Lunesu and Giulio Concas and Gavina Baralla},
title={An Approach to Manage the Web Knowledge},
booktitle={Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2013)},
year={2013},
pages={81-88},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004547900810088},
isbn={978-989-8565-81-5},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Engineering and Ontology Development - Volume 1: KEOD, (IC3K 2013)
TI - An Approach to Manage the Web Knowledge
SN - 978-989-8565-81-5
AU - Eros Pani F.
AU - Ilaria Lunesu M.
AU - Concas G.
AU - Baralla G.
PY - 2013
SP - 81
EP - 88
DO - 10.5220/0004547900810088