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测量小学生汉字书写的倾斜和偏斜:一种计算机化的方法。

Measuring the tilt and slant of Chinese handwriting in primary school students: A computerized approach.

机构信息

Department of Computer Science, City University of Hong Kong, Kowloon Tong, Hong Kong.

Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hung Hom, Hong Kong.

出版信息

PLoS One. 2019 Nov 4;14(11):e0223485. doi: 10.1371/journal.pone.0223485. eCollection 2019.

Abstract

BACKGROUND

"Horizontal strokes should be level and vertical strokes should be straight" is a common guideline in the teaching of Chinese handwriting. Measuring deviations in level horizontal and straight vertical strokes in students' Chinese handwriting is usually assessed manually. However, this task is time-consuming and may have inconsistent outcomes when judged by different people. In this paper, we aim to formulate a method to automatically evaluate the tilt and slant degrees of students' Chinese handwriting using digital handwriting tablets. Furthermore, we analyze the relationship between the tilt and slant features of students' Chinese handwriting and other demographic and handwriting features.

METHODS

Five hundred and ninety-one primary school students from grades 1 to 6 were recruited in Hong Kong. Before the assessment, a grid paper was attached to a digital handwriting tablet. The participants were then asked to copy 90 Chinese characters from a template to the grid paper. Their handwriting processes were recorded as two-dimensional points and then analyzed. The tilt and slant of the students' handwriting were calculated based on the inclination level of their horizontal and vertical strokes. Linear regressions between slant/tilt degree of the manuscripts and other handwriting features were performed. The students' demographic information was also explored.

RESULTS

Slant was found to be significantly correlated to Gender (p < 0.001) and tilt×standard deviation of pen pressure (p < 0.001). Tilt was found to be significantly correlated to ground time (p < 0.001), slant (p < 0.001) and slant×special education need (p = 0.021).

CONCLUSIONS

Our results demonstrate the relationship between slant, tilt and Chinese handwriting performance in primary school children. Slant and tilt can be adopted as an indicator in students' special education need diagnosis, as tilt level in the students' Chinese handwriting was related to ground time and slant× special education need, while slant is related to tilt×standard deviation of pen pressure and female students. These findings may also inspire ways to increase special education need students' writing speed.

摘要

背景

“横平竖直”是中文书写教学中的一条常见准则。在评估学生的中文书写时,通常需要手动测量水平横线和垂直竖线的倾斜和倾斜度。然而,这项任务非常耗时,并且不同人进行评估可能会得出不一致的结果。在本文中,我们旨在制定一种使用数字手写板自动评估学生中文书写倾斜和倾斜度的方法。此外,我们还分析了学生中文书写的倾斜和倾斜特征与其他人口统计学和书写特征之间的关系。

方法

在香港招募了 591 名 1 至 6 年级的小学生。在评估之前,将网格纸贴在数字手写板上。然后要求参与者从模板中复制 90 个汉字到网格纸上。记录他们的书写过程作为二维点,然后进行分析。根据水平和垂直笔画的倾斜度计算学生书写的倾斜和倾斜度。对文稿的倾斜/倾斜度与其他书写特征之间的线性回归进行了分析。还探索了学生的人口统计学信息。

结果

发现倾斜与性别显著相关(p < 0.001)和倾斜×笔压标准差(p < 0.001)。发现倾斜与地面时间(p < 0.001)、倾斜(p < 0.001)和倾斜×特殊教育需求(p = 0.021)显著相关。

结论

我们的结果表明了小学生中文书写中倾斜、倾斜和书写表现之间的关系。倾斜和倾斜度可以作为学生特殊教育需求诊断的指标,因为学生中文书写的倾斜度与地面时间和倾斜×特殊教育需求有关,而倾斜度与倾斜×笔压标准差和女生有关。这些发现还可能激发增加特殊教育需求学生书写速度的方法。

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