Neural Networks and Rules-based Systems used to Find Rational and Scientific Correlations between being Here and Now with Afterlife Conditions
February 17, 2026
Neural Networks and Rules-based Systems used to Find Rational and
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8N9K2
Crossref Journal DOI 10.17406/GJHSS
Print ISSN 0975-587X
e-ISSN 2249-460X
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Neural Networks and Rules-based Systems used to Find Rational and
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This article discusses the theme of the complexity of texts that support large-scale assessment items in Portuguese language, based on the results of a survey in which 763 texts used in large-scale assessment items in Portuguese were analyzed. The research methodology consisted of item analysis supported by the theories of cognition, textual linguistics, and statistical parameters of the items based on the Item Response Theory, a three-parameter model. Based on the research carried out, four levels of complexity of the texts were defined. The results point to the relevance of clear criteria to define the complexity of texts in the development of new items and to a more precise description of performance standards based on the reading proficiency presented by the evaluated students.
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