A Sketch-Based Educational System for Learning Chinese Handwriting

Learning Chinese as a Second Language (CSL) is a difficult task for students in English-speaking countries due to the large symbol set and complicated writing techniques. Traditional classroom methods of teaching Chinese handwriting have major drawbacks due to human experts’ bias and the lack of assessment on writing techniques. In this work, we propose a sketch-based educational system to help CSL students learn Chinese handwriting faster and better in a novel way. Our system allows students to draw freehand symbols to answer questions, and uses sketch recognition and AI techniques to recognize, assess, and provide feedback in real time. Results have shown that the system reaches a recognition accuracy of 86% on novice learners’ inputs, higher than 95% detection rate for mistakes in writing techniques, and 80.3% F-measure on the classification between expert and novice handwriting inputs

Neoliterate adult dyslexia and literacy policies : a neurocognitive research review of a curious unexplored phenomenon

There are about 750 million adult illiterates who in principle could learn fluent reading. However, adult literacy programs have performed poorly. Various social and operational reasons may be responsible. This paper explores the role of some neurocognitive reasons in adult performance. Automatic readers of a script detect letters and words effortlessly and involuntarily. Adults learning new scripts find it hard to attain this performance. Whether illiterate or educated, adults learning a new script detect letters slowly, may make mistakes, understand little, soon abandon the task, and may also forget what they learned. When neoliterates glance at a text, they often see a jumble of letters and may process only a few of their features. They must activate reading consciously andsound out each letter. The difficulties are perceptual, and interviews suggest that perceptual distortions may continue for decades. This phenomenon called “neoliterateadult dyslexia” (NAD) has escaped attention, possibly because few educated adults need to learn new scripts, and because the adult literacy failures are often attributed to social reasons. The phenomenon also may have been missed because researchers of perceptual learning use simpler stimuli. Automaticity in reading musical notation and air traffic control may reflect similar age-related learning difficulties. In the brain, the problem may originate at the early stages of the parietal cortex at the dorsal reading path, which constricts short-term visual memory. The visual areas V1 and perhaps V4 may also be involved. Deficits affect the ventral path that provides parallel processing and direct ‘print-to-meaning’ reading. Some neuronal groups may have a sensitive period that affects the capacity to collect frequency data and to integrate the appropriate features of letters and words. Then adults do not learn to perceive letter shapes and words as easily as most children do. A lack of data and research makes it difficult to design effective interventions.The adults’ difficulties are not linguistic. Dysfluent readers simply cannot decipher the symbols in sufficient time to get to the meaning of texts, or they do so after considerable conscious visual effort. Therefore language competence seems to have little relationship to the visuospatial tasks described in this document. Language knowledge does help predict likely words when judgements must be made on the basis of just a few letter features, but the relative ease of linguistic identification may lead to reading errors. The readers’ symptoms resonate with descriptions of severe and unremitting developmental dyslexia. Certain perceptual deficits may arise during adolescence and become more severe in adulthood. Some adults may become better readers than others. But learning a script at increasingly later ages seems related to worse outcomes, though no data exist to map this trajectory. To explore this curious phenomenon, this review brings together a range of insights from of neurocognitive research, notably studies on (a) perceptual learning, including studies on feature integration and face recognition; (b) neurocognitive studies aimed at dyslexic children, (c) studies of adults suffering from brain damage that causes alexia, and (d) performance of adult literacy programs. Implications and potential remedies are also presented. The author posits the hypothesis that perhaps all people become dyslexics for new alphabets at about age 19, and thatability to read new alphabets fluently decreases with age. Neoliterate adult dyslexia (NAD) may partly account for the difficulties of adult literacy programs. Thus it seems to impact about 750 million adult illiterates. For this reason, the paper calls for urgent research into this phenomenon

Developmental coordination disorder: a focus on handwriting

Background. Developmental coordination disorder (DCD), is the term used to refer to children who present with motor coordination difficulties, unexplained by a general-medical condition, intellectual disability or known neurological impairment. Difficulties with handwriting are often included in descriptions of DCD, including that provided in DSM-5 (APA, 2013). However, surprisingly few studies have examined handwriting in DCD in a systematic way. Those that are available, have been conducted outside of the UK, in alphabets other than the Latin based alphabet. In order to gain a better understanding of the nature of 'slowness' so commonly reported in children with DCD, this thesis aimed to examine the handwriting of children with DCD in detail by considering the handwriting product, the process, the child's perspective, the teacher's perspective and some popular clinical measures including strength, visual perception and force variability. Compositional quality was also evaluated to examine the impact of poor handwriting on the wider task of writing. Method. Twenty-eight 8-14 year-old children with a diagnosis of DCD participated in the study, with 28 typically developing age and gender matched controls. Participants completed the four handwriting tasks from the Detailed Assessment of Speed of Handwriting (DASH) and wrote their own name; all on a digitising writing tablet. The number of words written, speed of pen movements and the time spent pausing during the tasks were calculated. Participants were also assessed in spelling, reading, receptive vocabulary, visual perception, visual motor integration, grip strength and the quality of their composition. Results. The findings confirmed what many professionals report, that children with DCD produce less text than their peers. However, this was not due to slow movement execution, but rather a higher percentage of time spent pausing, in particular, pauses over 10 seconds. The location of the pauses within words indicated a lack of automaticity in the handwriting of children with DCD. The DCD group scored below their peers on legibility, grip strength, measures of visual perception and had poorer compositional quality. Individual data highlighted heterogeneous performance profiles in children with DCD and there was little agreement/no significant association between teacher and therapist's measures of handwriting. Conclusions. A new model incorporating handwriting within the broader context of writing was proposed as a lens through which therapists can consider handwriting in children with DCD. The model incorporates the findings from this thesis and discusses avenues for future research in this area

Spatial Cognition in Children With Physical Disability; What Is the Impact of Restricted Independent Exploration?

Given the developmental inter-relationship between motor ability and spatial skills, we investigated the impact of physical disability (PD) on spatial cognition. Fifty-three children with special educational needs including PD were divided into those who were wheelchair users (n = 34) and those with independent locomotion ability (n = 19). This division additionally enabled us to determine the impact of limited independent physical exploration (i.e., required wheelchair use) on spatial competence. We compared the spatial performance of children in these two PD groups to that of typically developing (TD) children who spanned the range of non-verbal ability of the PD groups. Participants completed three spatial tasks; a mental rotation task, a spatial programming task and a desktop virtual reality (VR) navigation task. Levels of impairment of the PD groups were broadly commensurate with their overall level of non-verbal ability. The exception to this was the performance of the PD wheelchair group on the mental rotation task, which was below that expected for their level of non-verbal ability. Group differences in approach to the spatial programming task were evident in that both PD groups showed a different error pattern from the TD group. These findings suggested that for children with both learning difficulties and PD, the unique developmental impact on spatial ability of having physical disabilities, over and above the impact of any learning difficulties, is minimal

Learning Disabilities

Learning disabilities are a heterogeneous group of disorders characterized by failure to acquire, retrieve, or use information competently. They are the most severe and chronic form of learning difficulty in children. They can be present at birth or acquired as a result of illness, exposure to toxins, poor nutrition, medical treatment, sociocultural deprivation, or injury. Learning problems typically consist in failure to acquire reading, writing, or math skills, which are traditionally considered core domains. This book explores the epidemiology, neurobiological bases, and diagnostic tools necessary for a comprehensive assessment of children with learning disabilities. It also presents examples of children with specific learning disabilities and explains possible intervention strategies

Writing Development in Struggling Learners

In Writing Development in Struggling Learners, international researchers provide insights into the development of writing skills from early writing and spelling development through to composition, the reasons individuals struggle to acquire proficient writing skills and how to help these learners.; Readership: Academic libraries, graduate students; post-graduate researchers; literacy researchers; educated lay persons; literacy specialists; primary/secondary educators

Drawing, Handwriting Processing Analysis: New Advances and Challenges

International audienceDrawing and handwriting are communicational skills that are fundamental in geopolitical, ideological and technological evolutions of all time. drawingand handwriting are still useful in defining innovative applications in numerous fields. In this regard, researchers have to solve new problems like those related to the manner in which drawing and handwriting become an efficient way to command various connected objects; or to validate graphomotor skills as evident and objective sources of data useful in the study of human beings, their capabilities and their limits from birth to decline

The validation of brief cognitive assessment tools to evaluate suspected dementia in Chinese-speaking populations

Background Around 20% of individuals living with dementia are from Chinese-speaking populations. Brief cognitive assessments can assist in the diagnosis of dementia, but it is unclear which are best for Chinese-speaking populations. Additionally, there is a pressing need to validate brief cognitive assessments in Taiwan. Aims I aimed, firstly, to critically examine evidence about brief ( 75% for sensitivity and specificity and < 75% for heterogeneity. I validated the Taiwanese version of the Addenbrooke's Cognitive Examination, ACE-III (T-ACE-III) with 90 participants in a Taiwanese memory clinic. I culturally adapted a brief cognitive assessment battery and determined its acceptability in Taiwan. Results My meta-analysis results found that the ACE-III and ACE-R were the only tests that met quality criteria across clinical populations for dementia and MCI. My empirical study showed that the T-ACE-III detected dementia in a Taiwanese population with a specificity of 100.0%, a sensitivity of 89.5%, and a Youden Index of 0.895, using an optimal cut-off value of 73/74. Conclusions The ACE-III and ACE-R demonstrated satisfactory psychometric properties for suspected dementia and MCI in Chinese-speaking populations. The T-ACE-III is an effective tool to help diagnose dementia in a Taiwanese clinical population. Further Research Building on my thesis publication, further research could examine T-ACE-III in dementia subtypes