2022
DOI: 10.1007/s10639-022-11246-7
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A study of children emotion and their performance while handwriting Arabic characters using a haptic device

Abstract: Emotion and focus of children during handwriting are essential for language learning. Handwriting for young children is challenging because it needs deep motivation and willingness to complete the task regardless of its difficulty. Recently, emerged haptic guidance systems have a good potential to offer children a better sense of engagement to keep their interests awake. Yet, handwriting in 3D is more challenging for children due to many reasons including demotivation, out of focus, and visuomotor coordination… Show more

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Cited by 7 publications
(5 citation statements)
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References 40 publications
(71 reference statements)
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“…The handwriting verification algorithm developed in this study can be a complementary tool for evaluating students' writing progress. It could also be used in clinical settings to detect potential neuromotor or developmental disorders that may affect writing in children [37,38]. However, it is essential to note that the handwriting verification algorithm developed in this study is complementary and should not replace assessment and diagnosis by health or education professionals.…”
Section: Discussionmentioning
confidence: 99%
“…The handwriting verification algorithm developed in this study can be a complementary tool for evaluating students' writing progress. It could also be used in clinical settings to detect potential neuromotor or developmental disorders that may affect writing in children [37,38]. However, it is essential to note that the handwriting verification algorithm developed in this study is complementary and should not replace assessment and diagnosis by health or education professionals.…”
Section: Discussionmentioning
confidence: 99%
“…The F1 score is calculated as the harmonic mean of the precision and recall; thus, it combines both precision and recall in a single value (5). The Jaccard Similarity Index (often referred to simply as J-Index) is a measure of how close the predicted labels are to the actual labels (6).…”
Section: Experimental Protocols and Evaluation Measuresmentioning
confidence: 99%
“…The significance of addressing the issue of Arabic handwritten recognition, particularly concerning children, arises from the increasing integration of technology in their educational and recreational activities. The ubiquitous use of smartphones and tablet devices by children, employing touchscreens and styluses for various purposes, including handwriting, underscores the need for automated recognition techniques tailored to the unique characteristics of children's handwriting [4][5][6].…”
Section: Introductionmentioning
confidence: 99%
“…Nowadays, applications supported by Internet technology are considered the most effective in improving student's writing quality and quantity as they can engage in writing practices from any location conveniently (Chrysafiadi, Virvou, & Tsihrintzis, 2022). The application's design and multi-modal capabilities of digital technology motivate students to write or utilize specific skills as well as their emotion and attentive to improve performance and engagement in many literacy domains, which impact their writing performance (Wen & Walters, 2022;Zakraoui, Saleh, Al-Maadeed, & AlJa'am, 2023).…”
Section: Introductionmentioning
confidence: 99%