Abstract
Everyday methods providing managers with elaborated information making more comprehensible the results obtained of queries over OLAP systems are required. This problem is relatively recent due to the huge amount of information they store, but so far there are few proposals facing this issue, and they are mainly focused on presenting the information to the user in a comprehensible language (natural language). Here we go further and introduce a new mathematical formalism, the Semantic Interpretations, to supply the user not only understandable responses, but also semantically meaningful results.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Bosc, P., Lietard, L., Pivert, O.: Extended functional dependencies as a basis for linguistic summaries. In: Żytkow, J.M. (ed.) PKDD 1998. LNCS, vol. 1510, pp. 255–263. Springer, Heidelberg (1998), http://dl.acm.org/citation.cfm?id=645802.669203
Bouchon-Meunier, B., Moyse, G.: Fuzzy linguistic summaries: Where are we, where can we go? In: 2012 IEEE Conference on Computational Intelligence for Financial Engineering Economics (CIFEr), pp. 1–8 (2012)
Delgado, M., Martín-Bautista, M., Sánchez, D., Vila, M.: On a characterization of fuzzy bags. In: De Baets, B., Kaynak, O., Bilgiç, T. (eds.) IFSA 2003. LNCS, vol. 2715, pp. 119–126. Springer, Heidelberg (2003)
Goldberg, E., Kittredge, N.D., Using, R.I.: natural-language processing to produce weather forecasts. IEEE Expert 9, 45–53 (1994)
Portet, F., Reiter, E., Hunter, J., Sripada, S.: Automatic generation of textual summaries from neonatal intensive care data. In: Bellazzi, R., Abu-Hanna, A., Hunter, J. (eds.) AIME 2007. LNCS (LNAI), vol. 4594, pp. 227–236. Springer, Heidelberg (2007)
Yu, J., Reiter, E., Sripada, J.H., Sumtime-turbine, S.: A knowledge-based system to communicate gas turbine time-series data. In: The 16th International Conference on Industrial & Engineering Applications of Artificial Intelligence and Expert Systems (2003)
Kacprzyk, J., Wilbik, A.: Linguistic summaries of time series using a degree of appropriateness as a measure of interestingness. In: Ninth International Conference on Intelligent Systems Design and Applications, ISDA 2009, pp. 385–390 (2009)
Danlos, L., Combet, F.M., Easytext, V.: an operational nlg system. In: ENLG 2011, 13th European Workshop on Natural Language Generation (2011)
Lietard, L.: A new definition for linguistic summaries of data. In: IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2008 (IEEE World Congress on Computational Intelligence), pp. 506–511 (2008)
Molina, C., Rodriguez-Ariza, L., Sanchez, D., Vila, A.: A new fuzzy multidimensional model. IEEE Transactions on Fuzzy Systems 14(6), 897–912 (2006)
Castillo-Ortega, R., Marín, N., Sánchez, D.: A fuzzy approach to the linguistic summarization of time series. Journal of Multiple-Valued Logic and Soft Computing 17(2,3), 157–182 (2011)
Rasmussen, D., Yager, R.R.: Finding fuzzy and gradual functional dependencies with summarysql. Fuzzy Sets Syst. 106(2), 131–142 (1999), http://dx.doi.org/10.1016/S0165-01149700268-6
Sripada, S., Reiter, E., Davy, I.: Sumtime-mousam: Configurable marine weather forecast generator. Tech. rep. (2003)
Yager, R.R.: A new approach to the summarization of data. Information Sciences 28, 69–82 (1982)
Yager, R.R.: Fuzzy summaries in database mining. In: Proceedings the 11th Conference on Artificial Intelligence for Applications (1995)
Yseop: Faire parler les chiffres automatiquement, http://www.yseop.com/demo/diagFinance/FR/
Zadeh, L.: A computational approach to fuzzy quantifiers in natural languages. Computers & Mathematics with Applications 9, 149–184 (1983)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Molina, C., Prados-Suárez, B., de Reyes, M.P., Peña Yañez, C. (2013). Improving the Understandability of OLAP Queries by Semantic Interpretations. In: Larsen, H.L., Martin-Bautista, M.J., Vila, M.A., Andreasen, T., Christiansen, H. (eds) Flexible Query Answering Systems. FQAS 2013. Lecture Notes in Computer Science(), vol 8132. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40769-7_16
Download citation
DOI: https://doi.org/10.1007/978-3-642-40769-7_16
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-40768-0
Online ISBN: 978-3-642-40769-7
eBook Packages: Computer ScienceComputer Science (R0)