A Connectionist Extension of Kintsch's Construction-Integration Model
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A Connectionist Extension of Kintsch's Construction-Integration Model

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A Connectionist Extension of Kintsch's Construction-Integration Model

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dc.contributor.author Sanjosé López, Vicente
dc.contributor.author Vidal-Abarca Gámez, Eduardo
dc.contributor.author Padilla Bernal, Olga Margarita
dc.date.accessioned 2015-04-27T10:51:40Z
dc.date.available 2015-04-27T10:51:40Z
dc.date.issued 2006
dc.identifier.uri http://hdl.handle.net/10550/43432
dc.description.abstract This paper proposes an extension to Kintsch"s Construction Integration mode of text comprehension, which changes its mathematical implementation and emphasizes the connectionist features of the model. Specifically, the extension proposed here a) simulates the learning process in a connectionist manner by making explicit changes in the connecting values among processing units; b) takes into account individual differences in prior background knowledge activation and individual ability to make logical inferences, using these parameters to adjust the results of the simulation; and c) implements an algorithm that constructs the connectivity matrix W from text processing. The proposed extension is tested on existing recall and contradiction detection data from readers of science texts, and its predictions fit the empirical data better than the CI model"s prediction
dc.language.iso eng
dc.relation.ispartof Discourse Processes, 2006, vol. 42, num. 1, p. 1-35
dc.rights.uri info:eu-repo/semantics/openAccess
dc.source Sanjosé López, Vicente Vidal-Abarca Gamez, Eduardo Padilla Bernal, Olga Margarita 2006 A Connectionist Extension of Kintsch's Construction-Integration Model Discourse Processes 42 1 1 35
dc.subject Ciència Ensenyament
dc.subject Simulació per ordinador
dc.title A Connectionist Extension of Kintsch's Construction-Integration Model
dc.type info:eu-repo/semantics/article
dc.date.updated 2015-04-27T10:51:40Z
dc.identifier.idgrec 031720

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