A Bayesian model for lexical availability of Chilean High School students in Mathematics
Keywords: bayesian networks, lexical availability
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 diferent 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.
Más información
Título de la Revista: | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Volumen: | 7930 |
Editorial: | Springer |
Fecha de publicación: | 2013 |
Página de inicio: | 245 |
Página final: | 253 |
Idioma: | English |
Notas: | SCOPUS |