Abstract
The aim of this work is to present a new semantic structure of knowledge representation for textual fields. The purpose of this structure is to allow us to handle this kind of textual fields as the rest of the fields in the database in processes such as OLAP, datawarehousing, semantic querying, etc. The architecture of the system is described in the work as well as a detailed description of the mathematical formalism of the structure. The mechanism to carry out the transformation is given together with an experimental example with a medical database.
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References
Agrawal, R., Srikant, R.: Fast Algorithms for mining Association rules. In: Proceedings of VLDB, Santiago, Chile (September 1994)
Fernandez, M., Tan, W.C., Suciu, D.: SilkRoute: Trading between relations and XML. In: Proceedings of the 9th Intl. World Wide Web Conference, Amsterdam, Holland, May 2000, pp. 723–745 (2000)
Hiemstra, D., de Vries, A.P., Blok, H.E., van Keulen, M., Jonker, W., Kersten, M.L.: CIRQUID: Complex Information Retrieval Queries in a Database. In: Proceedings of the VLDB PhD Workshop, Berlin, Germany (September 2003)
Justicia, C., Martín-Bautista, M.J., Sánchez, D., Vila, M.A.: Text Mining: Intermediate Forms for Knowledge Representation. In: Proceedings of the conference Eusflat 2005, Barcelona, Spain, September 2005, pp. 1082–1087 (2005)
Lahiri, T., Abiteboul, S., Widom, J.: Ozone: Integrating structured and semistructured data. In: Connor, R.C.H., Mendelzon, A.O. (eds.) DBPL 1999. LNCS, vol. 1949, pp. 297–323. Springer, Heidelberg (2000)
Marín, N., Martín-Bautista, M.J., Prados, M., Vila, M.A.: Enhancing short text retrieval in databases. In: Proceedings of FQAS, Milan, Italy (June 2006)
Martín-Bautista, M.J., Prados, M., Vila, M.A., Martínez-Folgoso, S.: A knowledge representation for short texts based on frequent itemsets. In: Proceedings of IPMU, Paris, France (July 2006)
Prados, M., Peña, C., Prados-Suárez, B., Vila, M.A.: Generation and use of one ontology for intelligent information retrieval from electronic health medical record. In: 8th International Conference on Enterprise Information Systems, Cyprus (May 2006)
Raghavan, S., Garcia-Molina, H.: Integrating diverse information management systems: a brief survey. IEEE Data Engineering Bulletin 24(4), 44–52 (2001)
Salton, G., McGill, M.J.: Introduction to Modern Information Retrieval. McGraw-Hill, New York (1983)
SQL-MM Standards: SQL Multimedia and Application Packages. Part 2: Full-Text. ISO/IEC FDIS 13249-2:2000 (E) (2000), http://www.wiscorp.com/sqlfulltext.zip
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Martín-Bautista, M.J., Martínez-Folgoso, S., Vila, M.A. (2008). A New Semantic Representation for Short Texts. In: Song, IY., Eder, J., Nguyen, T.M. (eds) Data Warehousing and Knowledge Discovery. DaWaK 2008. Lecture Notes in Computer Science, vol 5182. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85836-2_33
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DOI: https://doi.org/10.1007/978-3-540-85836-2_33
Publisher Name: Springer, Berlin, Heidelberg
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