Abstract
The structure of the Web grows and changes, giving the user the chance to actively participate in its development. This study tries 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. Our approach consists in a mixed-iterative process, where top-down and bottom-up analyses of the knowledge domain which has to be represented are applied. We start from the concept of the domain knowledge base. The fundamental body of knowledge available on a domain is the knowledge valuable for knowledge users. We need to represent and manage this knowledge, to define a formalization and codification of knowledge in the domain. This kind of representation was created according to the criteria by which information, in a given domain, is structured within the net, by taking the hierarchy proposed in different sites as a reference.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
- 1.
World Wide Web Consortium (W3C), http://www.w3.org.
- 2.
Defense Advanced Research Projects Agency (DARPA), http://www.darpa.mil.
- 3.
References
Berners-Lee, T., Hendler, J., Lassila, O.: The Semantic Web. Scientific American 284, 28–37 (2001). http://www.scientificamerican.com/2001/0501issue/0501berners-lee.html
Horrocks, I.: Ontologies and the Semantic Web. Commun. ACM 51(12), 58–67 (2008)
Noy, N.F., McGuinness, D.L.: Ontology development 101: a guide to creating your first ontology. Stanford Knowledge Systems, Laboratory Technical Report KSL-01-05 (2001)
Gruber, T.: A translation approach to portable ontology specification. Knowl. Acquis. 5, 199–220 (1993)
Gruber, T.: Ontology. In: Liu, L., Özsu, M.T. (eds.) Encyclopedia of Database Systems. Springer, Heidelberg (2008)
Decker, S., Melnik, S., Van Harmelen, F., Fensel, D., Klein, M., Broekstra, J., Erdmann, M., Horrocks, I.: The Semantic Web: the roles of XML and RDF. IEEE Internet Comput. 4(5), 63–73 (2000)
Maedche, A., Staab, S.: Ontology learning for the Semantic Web. IEEE Intell. Syst. 16(2), 72–79 (2001)
Jacob, E.K.: Ontologies and the Semantic Web. Bull. Am. Soc. Inf. Sci. Technol. 29(4), 19–22 (2003). Wiley Periodicals
Davies, J., Fensel, D., van Harmelen, F.: Towards the Semantic Web: Ontology-Driven Knowledge Management. Wiley, Chichester (2003). ISBN 9780470848678
Strintzis, J., Bloehdom, S., Handschuh, S., Staab, S., Simou, N., Tzouvatras, V., Petridis, K., Kompatsiaris, I., Avrithis, Y.: 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 (2004)
Jewell, M.O., Lawrence, K.F., Tuffield, M.M., Prugel-Bennett, A., Millard, D.E., Nixon, M.S., Schraefel, M.C., Shadbolt, N.R.: OntoMedia: an ontology for the representation of heterogeneous media. In: Multimedia Information Retrieval Workshop, ACM SIGIR (2005)
Hepp, M.: 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, 3–22. Springer, New York (2007). ISBN 978-0-387-69899-1
Simperi, E.: Reusing ontologies on the Semantic Web: a feasibility study. Data Knowl. Eng. 68(10), 905–925 (2009)
Brickley, D., Guha, R.V.: Resource Description Framework (RDF) Schema Specification. World Wide Web Consortium (1999). http://www.w3.org/TR/PR-rdf-schema
Lassila, O., Swick, R.: Resource Description Framework (RDF): Model and Syntax Specification, Recommendation W3C (1999). http://www.w3.org/TR/REC-rdf-syntax
Euzenat, J., Shvaiko, P.: Ontology Matching. Springer, Heidelberg (2007). ISBN 978-3-540-49612-0
Fensel, D., Van Harmelen, F., Horrocks, I., McGuinness, D.L., Patel-Schneider, P.F.: OIL: an ontology infrastructure for the Semantic Web. IEEE Intell. Syst. 16(2), 38–45 (2001)
Gómez-Pérez, A., Corcho, O.: Ontology languages for the Semantic Web. Intell. Syst. 17(1), 54–60 (2002)
Schreiber, ATh, Dubbeldam, B., Wielemaker, J., Wielinga, B.: Ontology-based photo annotation. IEEE Intell. Syst. 16, 66–74 (2001)
Jaimes, A., Smith, J.: Semi-automatic, data-driven construction of multimedia ontologies. In: Proceedings of IEEE International Conference on Multimedia and Expo (ICME), vol. 2 (2003)
Lunesu, M.I., Pani, F.E., Concas, G.: An approach to manage semantic informations from UGC. In: Proceedings of International Conference on Knowledge Engineering and Ontology Development (KEOD), Paris, France (2011)
Lunesu, M.I., Pani, F.E., Concas, G.: Using a standards-based approach for a multimedia knowledge-base. In: Proceedings of International Conference on Knowledge Management and Information Sharing (KMIS), Paris, France (2011)
Pani, F.E., Concas, G., Lunesu, M.I., Baralla, G.: An approach to manage the web knowledge. In: Proceedings of International Conference on Knowledge Engineering and Ontology Development (KEOD), Algarve, Portugal (2013)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Pani, F.E., Lunesu, M.I., Concas, G., Baralla, G. (2015). The Web Knowledge Management: A Taxonomy-Based Approach. In: Fred, A., Dietz, J., Liu, K., Filipe, J. (eds) Knowledge Discovery, Knowledge Engineering and Knowledge Management. IC3K 2013. Communications in Computer and Information Science, vol 454. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-46549-3_15
Download citation
DOI: https://doi.org/10.1007/978-3-662-46549-3_15
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-662-46548-6
Online ISBN: 978-3-662-46549-3
eBook Packages: Computer ScienceComputer Science (R0)