Literature DB >> 16171200

The computational implementation of the landscape model: modeling inferential processes and memory representations of text comprehension.

Yuhtsuen Tzeng1, Paul van den Broek, Panayiota Kendeou, Chengyuan Lee.   

Abstract

The complexity of text comprehension demands a computational approach to describe the cognitive processes involved. In this article, we present the computational implementation of the landscape model of reading. This model captures both on-line comprehension processes during reading and the off-line memory representation after reading is completed, incorporating both memory-based and coherence-based mechanisms of comprehension. The overall architecture and specific parameters of the program are described, and a running example is provided. Several studies comparing computational and behavioral data indicate that the implemented model is able to account for cycle-by-cycle comprehension processes and memory for a variety of text types and reading situations.

Mesh:

Year:  2005        PMID: 16171200     DOI: 10.3758/bf03192695

Source DB:  PubMed          Journal:  Behav Res Methods        ISSN: 1554-351X


  4 in total

Review 1.  Grounding the neurobiology of language in first principles: The necessity of non-language-centric explanations for language comprehension.

Authors:  Uri Hasson; Giovanna Egidi; Marco Marelli; Roel M Willems
Journal:  Cognition       Date:  2018-07-24

2.  Latent topics resonance in scientific literature and commentaries: evidences from natural language processing approach.

Authors:  Tai Wang; Zongkui Zhou; Xiangen Hu; Zhi Liu; Yi Ding; Zhiqiang Cai
Journal:  Heliyon       Date:  2018-06-21

3.  Learning from texts: activation of information from previous texts during reading.

Authors:  Katinka Beker; Dietsje Jolles; Robert F Lorch; Paul van den Broek
Journal:  Read Writ       Date:  2016-02-03

4.  Conceptual Demography in Upper Secondary Chemistry and Biology Textbooks' Descriptions of Protein Synthesis: A Matter of Context?

Authors:  Sara J Wahlberg; Niklas M Gericke
Journal:  CBE Life Sci Educ       Date:  2018-09       Impact factor: 3.325

  4 in total

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