Abstract
In this paper we present an approach to semantic based Information Retrieval of semantically annotated documents, based on natural language understanding of the query, on its semantic representation through an OWL query ontology, and on exact and approximate retrieval of semantically annotated documents, through SPARQL inference and structural graph matching.
Chapter PDF
Similar content being viewed by others
Keywords
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
References
Berners-Lee, T., Hendler, J., Lassila, O.: The Semantic web. Sci. Am. 1(1), 68–88 (2000)
Baeza-Yates, R., Navarro, G.: Integrating contents and structure in text retrieval. SIGMOD Rec. 25(1) (1996)
Ackerman, M., et al.: Learning Probabilistic User Profiles - Applications for Finding Interesting Web Sites, Notifying Users of Relevant Changes to Web Pages, and Locating Grant Opportunities. AI Magazine 18(2), 47–56 (1997)
Bollacker, K.D., et al.: Discovering Relevant Scientific Literature on the Web. IEEE Intelligent Systems 15(2), 42–47 (2000)
Koshman, S., Spink, A., Jansen, B.J.: Web Searching on the Vivisimo Search Engine. Journal of the American Society For Information Science And Technology 57(14), 1875–1887 (2006)
Labrou, Y., Finin, T.: Yahoo! as an ontology: using Yahoo! categories to describe documents. In: Procs of the eighth intl. conference on Information and knowledge management, Kansas City, USA, pp. 180–187 (1999)
Guarino, N., et al.: OntoSeek: Content-based Access to the Web. IEEE Intelligent Systems 14(3), 70–80 (1999)
Fensel, D., et al.: On2broker: Semantic-Based Access to Information Sources at the WWW. In: Proceedings of the World Conference on the WWW and Internet (WebNet 1999), Honolulu, Hawaii, USA, pp. 25–30 (1999)
Kerschberg, L., Kim, W., Scime, A.: WebSifter II: a personalizable meta-search agent based on weighted semantic taxonomy tree. In: Proc. of Int. Conf. on Internet Computing (2001)
Sheth, A., Bertram, C., Avant, D., Hammond, B., Kochut, K., Warke, Y.: Managing Semantic Content for the Web. IEEE Internet Computing 6(4) (2002)
Finkelstein, L., Gabrilovich, E., Matias, Y., Rivlin, E., Solan, Z., Wolfman, G., Ruppin, E.: Placing Search in Context The Concept Revisited. ACM Transaction on Information Systems 20(1), 116–131 (2002)
Finin, T., Ding, L., Pan, R., Joshi, A., Kolari, P., Java, A.: Swoogle: Searching for knowledge on the Semantic Web. In: Proc. of Intl. Conf. on Artificial Intelligence (2005)
Di Martino, B., et al.: Stato dell’ arte ed analisi delle tecnologie e degli strumenti per l’Information Retrieval. Technical Report TR2.4.4, Progetto LC3 (2009)
Benjamins, V.R., Fensel, D., Decker, S., Gomez-Perez, A. (KA)2: building ontologies for the internet: a mid term report. Intl. J. of Human Computer Studies 51, 687–712 (1999)
Moscato, F., Di Martino, B., Venticinque, S., Martone, A.: OverFA: A collaborative Framework for Semantic Annotation of Documents and Web Sites. International Journal of Web and Grid Services (IJWGS) 5(1), 30–45 (2009)
Pianta, E., Bentivogli, L., Girardi, C.: MultiWordNet: Developing and Aligned Multilingual Database. In: Proceedings of the First International Conference on Global WordNet, Mysore, India, January 21-25, pp. 293–302 (2002)
Di Martino, B.: Semantic Web Services Discovery based on Structural Ontology Matching. International Journal of Web and Grid Services (IJWGS) 5(1), 46–65 (2009)
Di Martino, B., et al.: Definizione di una Architettura per il Semantic Information Retrieval, Technical Report TR2.4.9, Progetto LC3 (2009)
Jena – A Semantic Web Framework for Java, http://jena.sourceforge.net/
Sirin, E., Parsia, B., Grau, B.C., Kalyanpur, A., Katz, Y.: Pellet: A practical OWL-DL reasoner, Tech. Rep. CS 4766, University of Maryland, College Park (2005)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Di Martino, B. (2010). An Approach to Semantic Information Retrieval Based on Natural Language Query Understanding. In: Daniel, F., Facca, F.M. (eds) Current Trends in Web Engineering. ICWE 2010. Lecture Notes in Computer Science, vol 6385. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16985-4_19
Download citation
DOI: https://doi.org/10.1007/978-3-642-16985-4_19
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-16984-7
Online ISBN: 978-3-642-16985-4
eBook Packages: Computer ScienceComputer Science (R0)