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Metaphors for Linguistic Description of Data

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Combining Experimentation and Theory

Part of the book series: Studies in Fuzziness and Soft Computing ((STUDFUZZ,volume 271))

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Abstract

In this paper, we propose a formal representation of the meaning of sentences involving conceptual metaphors in the context of the research line of Computing with Words and Perceptions. Conceptual metaphors are mappings between conceptual domains that are common in everyday natural language usage. They are not just a matter of lexico-grammar stratum but of representation and processing in the semantic stratum of language. Here, the Granular Linguistic Model of a Phenomenon is presented as a computational paradigm for representing the meaning of metaphorical sentences, with an application devoted to generate linguistic descriptions of data. The obtained results provide an approach to assign a fuzzy fulfilment degree to linguistic expressions with a more complex semantic and lexico-grammar structure than usually handled in Fuzzy Logic.

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References

  1. Chae, K.: Simulation of pedestrian-vehicle interactions at roundabouts. Ph.D. thesis, North Carolina State University, North Carolina (2005)

    Google Scholar 

  2. Feldman, J., Narayanan, S.: Embodied meaning in a neural theory of language. Brain and Language 89(2), 385–392 (2004)

    Article  Google Scholar 

  3. Halliday, M.A.K., Matthiessen, M.I.M.: Construing Experience through Meaning: A Language-based Approach to Cognition. Continuum (1999); Study ed edition (June 3, 2006)

    Google Scholar 

  4. Halliday, M.A.K., Matthiessen, M.I.M.: An Introduction to Functional Grammar. Oxford University Press, New York (2004)

    Google Scholar 

  5. Kacprzyk, J., Zadrozny, S.: Computing with words and Systemic Functional Linguistic: Linguistic data summaries and natural language generation. In: Huynh, V.N., et al. (eds.) Integrated Uncertainty Management and Applications. AISC, pp. 23–36. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  6. Lakoff, G.: The contemporary theory of metaphor. In: Ortony, A. (ed.) Metaphor and Thought. Cambridge University Press (1992)

    Google Scholar 

  7. Lakoff, G., Johnson, M.: Metaphors we live by. University of Chicago Press (1992)

    Google Scholar 

  8. Mamdani, E.H., Assilian, S.: An experiment in linguistic synthesis with a fuzzy logic controller. Int. J. Hum.-Comput. Stud. 51(2), 135–147 (1999)

    Article  Google Scholar 

  9. Mendez-Nunez, S., Trivino, G.: Combining semantic web technologies and computational theory of perceptions for text generation in financial analysis. In: Proceedings of the IEEE Fuzzy 2010, Barcelona, Spain (2010)

    Google Scholar 

  10. Trivino, G., Sanchez, A., Montemayor, A.S., Pantrigo, J.J., Cabido, R., Pardo, E.G.: Linguistic description of traffic in a roundabout. In: Proceedings of the IEEE Fuzzy 2010, Barcelona, Spain (2010)

    Google Scholar 

  11. Wittgenstein, L.: Philosophical investigations. Blackwell Publishing (1953/2001)

    Google Scholar 

  12. Yager, R.R.: A new approach to the summarization of data. Information Sciences 28, 69–86 (1982)

    Article  MATH  MathSciNet  Google Scholar 

  13. Yager, R.R., Filev, D.P.: Essentials of Fuzzy Modelling and Control. John Wiley & Sons (1994)

    Google Scholar 

  14. Zadeh, L.A.: The concept of linguistic variable and its application to approximate reasoning. Information sciences 8, 199–249 (1975)

    Article  MathSciNet  Google Scholar 

  15. Zadeh, L.A.: A computational approach to fuzzy quantifiers in natural languages. Computing and Mathematics with Applications 9, 149–184 (1983)

    Article  MATH  MathSciNet  Google Scholar 

  16. Zadeh, L.A.: From computing with numbers to computing with words - from manipulation of measurements to manipulation of perceptions. IEEE Transactions on Circuits and Systems 45(1) (1999)

    Google Scholar 

  17. Zadeh, L.A.: Toward a generalized theory of uncertainty (gtu)-an outline. Information Sciences 172, 1–40 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  18. Zadeh, L.A.: Toward human level machine intelligence - is it achievable? the need for a paradigm shift. IEEE Computational Intelligence Magazine (2008)

    Google Scholar 

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Correspondence to Gracian Triviño .

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Triviño, G., Sánchez, D. (2012). Metaphors for Linguistic Description of Data. In: Trillas, E., Bonissone, P., Magdalena, L., Kacprzyk, J. (eds) Combining Experimentation and Theory. Studies in Fuzziness and Soft Computing, vol 271. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24666-1_21

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  • DOI: https://doi.org/10.1007/978-3-642-24666-1_21

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