Abstract
In this paper we describe a clustering process selecting a set of typical instances from a document flow. These representatives are viewed as semi-structured descriptions of domain categories expressed in a standard semantic web format, such as OWL [15]. The resulting bottom-up ontology may be used to check and/or update existing domain ontologies used by the e-business infrastructure.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Andersson, M.: Extracting an Entity Relationship Schema from a Relational Database through Reverse Engineering. In: Loucopoulos, P. (ed.) ER 1994. LNCS, vol. 881, Springer, Heidelberg (1994)
Ceravolo, P., Nocerino, M.C., Viviani, M.: Knowledge extraction from semi-structured data based on fuzzy techniques. In: Negoita, M.G., Howlett, R.J., Jain, L.C. (eds.) KES 2004. LNCS (LNAI), vol. 3215, pp. 328–334. Springer, Heidelberg (2004)
Chalupsk, H.: OntoMorph: A translation system for symbolic logic. In: Cohn, A.G., Giunchiglia, F., Selman, B. (eds.) KR 2000: Principles of Knowledge Representation and Reasoning, pp. 471–482. Morgan Kaufmann, San Francisco (2000)
Damiani, E., Nocerino, M.C., Viviani, M.: Knowledge Extraction from an XML Data Flow: Building a Taxonomy based on Clustering Technique. In: EUROFUSE Workshop on Data and Knowledge Engineering (EUROFUSE 2004), Warszawa, Poland, pp. 22–25 (2004)
Heflin, J., Hendler, J.: Dynamic ontologies on the web. In: Proceedings of the Seventeenth National Conference on Artificial Intelligence, pp. 443–449. AAAI/MIT Press (2000)
Horrocks, I., Sattler, U., Tobies, S.: Practical reason- ing for very expressive description logics. J. of the Interest Group in Pure and Applied Logic 8(3), 239–264 (2000)
Koushik, S., Joodi, P.: E-Business Architecture Design Issues, IT Professional. In: IEEE Educational Activities Department, Piscataway, NJ, USA, vol. 2(3), pp. 38–43 (2000)
Maedche, A., Staab, S.: Ontology Learning for the Semantic Web, IEEE Intelligent Systems (2001)
Popa, L., Velegrakis, Y., Miller, R.J.: Translating Web Data. In: The Proceedings of VLDB 2002, pp. 598–609 (2002)
Rodriguez-Gianolli, P., Mylopoulos, J.: A Semantic Approach to XML-based Data Integration. In: Kunii, H.S., Jajodia, S., Sølvberg, A. (eds.) ER 2001. LNCS, vol. 2224, pp. 117–132. Springer, Heidelberg (2001)
Reynaud, C., Sirot, J.P., Vodislav, D.: Semantic Integration of XML Heterogeneous Data Sources. In: IDEAS, pp. 199–208. IEEE Computer Society, Los Alamitos (2001)
Visser, P.R.S., Jones, D.M., Bench-Capon, T.J.M., Shave, M.J.R.: An analysis of ontological mismatches: Heterogeneity versus interoperability. In: AAAI 1997 Spring Symposium on Ontological Engineering, Stanford, USA (1997)
SOAP Version 1.2 W3C Recommendation (June 24 2003), http://www.w3.org/TR/soap/
ebXML SPECS, http://www.ebxml.org/specs/
OWL Web Ontology Language Overview, W3C Recommendation (February 10 2004), http://www.w3.org/TR/2004/REC-owl-features-20040210/
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Ceravolo, P., Damiani, E. (2005). Detecting Ontology Change from Application Data Flows. In: Meersman, R., Tari, Z., Herrero, P. (eds) On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops. OTM 2005. Lecture Notes in Computer Science, vol 3762. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11575863_120
Download citation
DOI: https://doi.org/10.1007/11575863_120
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-29739-0
Online ISBN: 978-3-540-32132-3
eBook Packages: Computer ScienceComputer Science (R0)