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Effect of Devanagari Font Type in Reading Comprehension: An Eye Tracking Study

机译:梵文字体类型在阅读理解中的作用:一项眼动研究

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In this world of digitization, screen reading has grown immensely due to the availability of affordable display devices. Most of the people prefer to read on display devices as compared to the print media. To make the reading experience of the reader pleasant and comfortable, the font designers strive hard to choose suitable typographical properties of the text such as font type, font size etc. Some of the researchers suggest that the typography of the text affects the reading performance of the readers to some extent. However, the research focusing on the effect of typography on the reading behavior of the readers is limited and it is hardly touched upon for the Indian scripts. Therefore, the proposed paper aims to find out the effect of Devanagari font type on the reading performance, especially reading comprehension of the readers. In addition to this, a method to reduce the error in the gaze estimation of the eye tracker is also proposed. In order to understand the reading behavior, an eye tracking experiment is performed on 14 participants asking them to read 22 pages, in 3 different font types, presented on the screen of the eye tracker. The performance of the readers is analyzed in terms of total reading time, comprehension score, number of fixations, fixation duration and number of regressions. Our results show that there is a significant difference in the fixation duration, a number of fixations and the comprehension score, when the same document is read in different font type. Thus, there is a scope for improvement in the reading comprehension, by changing the physical properties of the document without changing its content. These findings might be useful to understand the readers' preference for the font and to design a proper font type for online reading.
机译:在这个数字化的世界中,由于可负担得起的显示设备的可用性,屏幕阅读已得到了极大的发展。与印刷媒体相比,大多数人更喜欢在显示设备上阅读。为了使读者的阅读体验愉悦舒适,字体设计者努力选择合适的文本印刷属性,例如字体类型,字体大小等。一些研究人员认为,文本的排版会影响文本的阅读性能。读者在某种程度上。但是,针对印刷术对读者阅读行为影响的研究是有限的,印度文字几乎没有涉及。因此,本文旨在找出梵文字体类型对阅读性能的影响,尤其是对读者阅读理解的影响。除此之外,还提出了一种减少眼动仪的注视估计中的误差的方法。为了理解阅读行为,我们对14位参与者进行了眼动追踪实验,要求他们阅读22种页面,并以3种不同的字体显示在眼动追踪器的屏幕上。根据总阅读时间,理解分数,注视次数,注视持续时间和回归次数来分析读者的表现。我们的结果表明,当以不同的字体类型读取同一文档时,注视时间,注视次数和理解力得分存在显着差异。因此,通过改变文档的物理性质而不改变其内容,在阅读理解方面存在改善的范围。这些发现可能有助于理解读者对字体的偏爱,并为在线阅读设计适当的字体类型。

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