Abstract
In this work, we present a proposal of a new multidimensional model handling semantical information coming from textual data. Based of a semantical structures called AP-structures, we add new textual dimensions to our model. This new dimension aloow the user to enrich the data analisis not only using lexical information (a set or terms) but the meaning behind the textual data.
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References
Agrawal, R., Gupta, A., Sarawagi, S.: Modeling multidimensional databases (1995)
Datta, A., Thomas, H.: The cube data model: A conceptual model and algebra for on-line analytical processing in data warehouses. Decision Support Systems 27, 289–301 (1999)
Keith, S., Kaser, O., Lemire, D.: Analyzing large collections of electronic text using olap. In: APICS 2005 (2005); Technical report
Kimball, R.: The Data Warehouse Toolkit. Wiley, Chichester (1996)
Marín, N., Martín-Bautista, M.J., Prados, M., Vila, M.A.: Enhancing short text retrieval in databases. In: Larsen, H.L., Pasi, G., Ortiz-Arroyo, D., Andreasen, T., Christiansen, H. (eds.) FQAS 2006. LNCS (LNAI), vol. 4027, pp. 613–624. Springer, Heidelberg (2006)
Martín-Bautista, M.J., Martínez-Folgoso, S., Vila, M.A.: A new semantic representation for short texts. In: Song, I.-Y., Eder, J., Nguyen, T.M. (eds.) DaWaK 2008. LNCS, vol. 5182, pp. 347–356. Springer, Heidelberg (2008)
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 (2006)
Molina, C., Rodríguez-Ariza, L., Sánchez, D., Vila, M.A.: A new fuzzy multidimensional model. IEEE T. Fuzzy Systems 14(6), 897–912 (2006)
Niemi, T., Niinimki, M., Nummenmaa, J., Thanisch, P.: Applying grid technologies to xml based olap cube construction. In: Proc. DMDW 2003, pp. 2003–2004 (2003)
Tseng, F.S.C., Chou, A.Y.H.: The concept of document warehousing for multi-dimensional modeling of textual-based business intelligence. Decision Support Systems 42(2), 727–744 (2006)
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Martín-Bautista, M.J., Molina, C., Tejeda, E., Vila, M.A. (2010). Using Textual Dimensions in Data Warehousing Processes. In: Hüllermeier, E., Kruse, R., Hoffmann, F. (eds) Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications. IPMU 2010. Communications in Computer and Information Science, vol 81. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14058-7_16
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DOI: https://doi.org/10.1007/978-3-642-14058-7_16
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-14057-0
Online ISBN: 978-3-642-14058-7
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