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We used SR Data Viewer software to display, manipulate, and analyze the giorno collected by the eye tracker during the experiments. Although the majority of reviewed studies have focused on assessing readability at the document and sentence level, we narrowed our attention to measure readability on the word level. The reason is that based on the observed behaviors of the participants during reading and based on the feedback or readability judgment from the participants, difficulty Sopra reading was sourced primarily to the difficulty of the words.
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However, based on the behaviors of different regression models and the error decrease, we infer a relationship. This study motivates us to explore this subarea of readability assessment more deeply and examine the significance of using gaze data Sopra Arabic readability assessment.
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Verso curiosità e appuntamento inesauribili, ci dedichiamo per anni all'esplorazione del universo del cinema e delle divisione TV: tratto all'messaggio, alle recensioni, all'approfondimento e all'analisi, invece anche e specialmente al spasso e alla affanno.
For decision trees, M5P showed significant improvement in the mean absolute error and the relative absolute error only, and REPTree did not show any significant difference compared to linear regression. Thus, the best-performing model using linguistic features only was SMOreg, followed by MLP.
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Assessing English readability has long been studied Durante the literature. Since the beginning of the last century, hundreds of mathematical formulas have been developed and used for assigning English text to its correct readability level [22]. These formulas have been used widely in the educational context.