Abstract
Ontologies are conceptualizations of some domain, defining its concepts and their relationships. An interesting question is how do we relate the ontological concepts to the general vocabulary of the domain? In this paper we present the concept of ontological profiles, what they are, how they are constructed, and how they may be used. We propose that the ontological profile is a link between the vocabulary of the domain and its conceptual specification given by the ontology. This means that the ontological profile can be tailored to a specific document collection, reflecting the vocabulary actually used. Finally we demonstrate how the ontological profile may be utilized for ontology-driven search.
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References
Buscaldi, D., Rosso, P., Arnal, E.S.: A wordnet-based query expansion method for geographical information retrieval. In: Working noted for CLEF workshop (2005)
Ozcan, R., Aslangdogan, Y.A.: Concept based information access using ontologies and latent semantic analysis. Technical report cse-2004-8, University of Texas at Arlington
Nagypal, G.: Improving information retrieval effectiveness by using domain knowledge stored in ontologies. In: Meersman, R., Tari, Z., Herrero, P. (eds.) OTM-WS 2005. LNCS, vol. 3762, pp. 780–789. Springer, Heidelberg (2005)
Weide, T.P., Grootjen, F.A.: Conceptual Query Expansion. Data & Knowledge Engineering (56), 174–193 (2006)
Pinheiro, W.A., de, A.M., Moura, C.: An Ontology Based-Approach for Semantic Search Portals. In: Proceedings of the Database and Expert Systems Applications, 15th International Workshop on (DEXA 2004), vol. 00. IEEE Computer Society, Los Alamitos (2004)
Su, X.: Semantic Enrichment for Ontology Mapping. PhD Thesis, Norwegian University of Science and Technology, Trondheim, Norway (2004)
Solskinnsbakk, G.: Extending Ontologies with Search-Relevant Weights. Technical Report, Norwegian University of Science and Technology, Trondheim, Norway (2006)
Tomassen, S.L., Gulla, J.A., Strasunskas, D.: Document Space Adapted Ontology: Application in Query Enrichment. In: Kop, C., Fliedl, G., Mayr, H.C., Métais, E. (eds.) NLDB 2006. LNCS, vol. 3999, pp. 46–57. Springer, Heidelberg (2006)
Frakes, W.B., Fox, C.J.: Strength and similarity of affix removal stemming algorithms. SIGIR Forum 37(1), 26–30 (2003)
Baeza-Yates, R., Ribeiro-Neto, B.: Modern Information Retrieval. ACM Press, New York (1999)
Solskinnsbakk, G.: Ontology-Driven Query Reformulation in Semantic Search. MSc Thesis, Norwegian University of Science and Technology, Trondheim, Norway (2007)
Gulla, J.A., Tomassen, S.L., Strasunskas, D.: Semantic interoperability in the Norwegian petroleum industry. In: Karagiannis, D., Mayer, H.C. (eds.) 5th International Conference on Information Systems Technology and its Applications (ISTA 2006). Lecture Notes in Informatics (LNI), vol. P-84, pp. 81–94. Köllen Druck Verlag GmbH, Bonn, Klagenfurt Austria (2006)
Solskinnsbakk, G., Gulla, J.A.: Ontological Profiles in Enterprise Search. In: EKAW 2008 - 16th International Conference on Knowledge Engineering and Knowledge Management, Acitrezza, Catania, Italy, September 29- October 3, 2008 (submitted, 2008)
Gulla, J.A., Brasethvik, T., Sveia Kvarv, G.: Using Association Rules to Learn Concept Relationships in Ontologies. In: ICEIS 2008: 10th International Conference on Enterprise Information Systems, Barcelona, Spain, June 12 - 16, 2008 (accepted, 2008)
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Solskinnsbakk, G., Gulla, J.A. (2008). Ontological Profiles as Semantic Domain Representations. In: Kapetanios, E., Sugumaran, V., Spiliopoulou, M. (eds) Natural Language and Information Systems. NLDB 2008. Lecture Notes in Computer Science, vol 5039. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-69858-6_8
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DOI: https://doi.org/10.1007/978-3-540-69858-6_8
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