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A Bayesian Model for Lexical Availability of Chilean High School Students in Mathematics

  • Pedro Salcedo L.
  • Anita Ferreira C.
  • Fernanda Barrientos C.
Part of the Lecture Notes in Computer Science book series (LNCS, volume 7930)

Abstract

Lexical availability studies make an account from a statistical point of view about the lexicon of a group of people and the extent to which these might be considered representative of a bigger population. Recent findings in lexical availability prove the existence of patterns in order and word choice when different individuals recall words after a certain category or center of interest is given as a stimulus, and that these patterns can be modeled as a graph. The following article goes beyond the common idea of lexical availability in terms of frequency, stating that lexical availability can be modeled from a probabilistic perspective, i.e. calculating the probability that a certain word is available given other previous words. This work also has implications in prototype semantics theory, as it provides a mathematical model to obtain structures of the mental lexicon that can be extrapolated to the members of specific groups of people.

Keywords

Lexical availability Bayesian networks 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  • Pedro Salcedo L.
    • 1
  • Anita Ferreira C.
    • 2
  • Fernanda Barrientos C.
    • 2
  1. 1.Research and Educational Informatics DepartmentUniversity of ConcepciónChile
  2. 2.Department of Spanish LinguisticsUniversity of ConcepciónChile

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