Person-Dependent Handwriting Verification for Special Education Using DeepLearning

Individuals with special needs learn more slowly than their peers and they need repetitions to be permanent.However,in crowded classrooms,it is dif-ficult for a teacher to deal with each student individually.This problem can be overcome by using supportive education applications.However,the majority of such applications are not designed for special education and therefore they are not efficient as expected.Special education students differ from their peers in terms of their development,characteristics,and educational qualifications.The handwriting skills of individuals with special needs are lower than their peers.This makes the task of Handwriting Recognition(HWR)more difficult.To over-come this problem,we propose a new personalized handwriting verification sys-tem that validates digits from the handwriting of special education students.The system uses a Convolutional Neural Network(CNN)created and trained from scratch.The data set used is obtained by collecting the handwriting of the students with the help of a tablet.A special education center is visited and the handwrittenfigures of the students are collected under the supervision of special education tea-chers.The system is designed as a person-dependent system as every student has their writing style.Overall,the system achieves promising results,reaching a recognition accuracy of about 94%.Overall,the system can verify special educa-tion students’handwriting digits with high accuracy and is ready to integrate with a mobile application that is designed to teach digits to special education students.

Maxillofacial Surgery Education: Where Is It Heading?

Oral and maxillofacial surgery have a long history dating back to ancient civilizations such as the Egyptians. Since then, surgeons have treated craniofacial trauma and alveolodental fractures. In 1846, Hullihen performed a mandibular body osteotomy to correct prognathism, marking a significant milestone in the field. Over time, the specialty has evolved significantly. The field of craniofacial surgery has undergone several phases, including its involvement in conflicts during world wars and the treatment of craniofacial fractures and discrepancies. The process of learning and teaching specialties has evolved differently in various countries throughout the 20th century. Currently, there is no uniformity in the training and registration of specialized professionals, resulting in distinct scenarios. Considering the accessibility of scientific knowledge through technology and globalization, it is crucial to provide an objective overview of the current state of education in the field. This paper focuses on effective professional training as the primary subject of residency courses in this specialty. A proposal is presented for education, emphasizing the significance of providing quality professional training that is tailored to the specific legislation of each country.

Teaching Practice of Integrating Labor Education into Specialized Courses:A Case Study of Plant Cultivation and Maintenance

Vocational colleges attach great importance to labor education.Specialized courses are an effective way to cultivate students labor quality,and the integration of labor education in specialized courses plays an important role in the overall cultivation of students moral quality and practical ability.Combined with the teaching practice of landscape technology specialty,labor education is integrated into the teaching of Plant Cultivation and Maintenance,and certain results have been achieved.In this paper,the course content"grafting propagation"was analyzed from the aspects of overall teaching design,teaching implementation process,teaching effect and reflection improvement,so as to provide reference for other contents of this major or other majors to carry out integrated teaching.

A Study on the Educational Significance Guidance Plan Value of the Jumong Myth Using STEAM

Jumong is a legendary figure in Korean mythology.He is depicted as a genius archer,a brilliant mind with horses,a god who rules the rivers and the sky.Jumong is a mythical character who is believed to be of divine descent and to possess superhuman abilities that humans cannot match.The myth of Jumong is a very competitive content that can compete on a global scale.However,in order for it to be successful,it is necessary to be able to reinterpret our mythology to suit the times and reproduce it culturally.To this end,the realistic globalization of Korean classical literature should commence with the genre of Korean mythology.This paper presents the educational significance of the Jumong myth as a teaching-learning model,via STEAM(science,technology,engineering,arts,and mathematics),on the theme of Korean mythology.As we enter the era of artificial intelligence(AI)through the 4th Industrial Revolution,the most appropriate teaching and learning method,the convergence class,will provide an opportunity for students living in modern times to discover the cultural archetypes that allow them to recognise themselves as individuals and us as a collective,and to find the roots of the myth to positively renew their identity.Furthermore,it is my hope that they will rediscover and appreciate the representative work of Korean mythology,Gojomong,the eponymous story of Goguryeo.

Opportunities and Challenges of College Mental Health Education from the Perspective of Big Data

This paper explores the opportunities and challenges of college mental health education from the perspective of big data.Firstly,through literature review,the importance of mental health education and the current issues are elucidated.Then,from the perspective of big data,the potential opportunities of big data in college mental health education are analyzed,including data-driven personalized education,real-time monitoring and warning systems,and interdisciplinary research and collaboration.At the same time,the challenges faced by college mental health education under the perspective of big data are also pointed out,such as data privacy and security issues,insufficient data analysis and interpretation capabilities,and inadequate technical facilities and talent support.Lastly,the research content of this paper is summarized,and directions and suggestions for future research are proposed.

Revisiting Educational Issues in the Age of Generative Artificial Intelligence

The emergence of generative artificial intelligence(AI)has had a huge impact on all areas of life,including the field of education.AI can assist teachers in cultivating talents and promoting personalized learning and teaching,but it also prevents individuals from thinking independently and creatively.In the era of generative AI,the rapid development of technology and its significant impact on the field of education are inevitable.There are many educational issues related to it,such as teaching methods,student training goals,teaching philosophy and purposes,and other educational issues,that require re-conceptualization and review.

Effect of Personalized Education on the Awareness Rate of Protective Knowledge Among Inpatients with Newly Diagnosed Pulmonary Tuberculosis

Objective:This study aims to explore the impact of personalized education on the awareness rate of protective knowledge among inpatients newly treated for pulmonary tuberculosis.Methods:325 initial pulmonary tuberculosis inpatients admitted to our hospital between January 2018 and December 2022 were selected as the research subjects.Using the randomized controlled trial method,they were divided into an experimental group of 163 cases and a control group of 162 cases.The experimental group received personalized education,including personalized guidance on patients'disease awareness,treatment compliance,and preventive measures.The control group received routine health education.After the experiment,the awareness rate of protective knowledge of the two groups of patients was evaluated.Results:The total awareness rate of the experimental group was 76.07%,which was significantly higher than that of the control group,which was 55.63%,and the difference was statistically significant at P<0.05.The transmission route,suspicious symptoms,medical institutions,preferential policies,whether it can be cured,and the full awareness rate of the experimental group were all higher than those of the control group,and the difference was statistically significant at P<0.05.Conclusion:Personalized education positively impacts the awareness rate of protective knowledge among inpatients newly treated for pulmonary tuberculosis.Therefore,when hospitals provide medical services for newly diagnosed pulmonary tuberculosis patients,they should strengthen personalized education,improve patients'awareness of the disease and self-protection ability,and reduce the risk of infection.

The Enlightenment of Cai Yuanpei’s Aesthetic Education to Personality Education

With the development of human society and the progress of science and technology,people’s cultural cognition has constantly strengthened.With people’s research and thinking,all kinds of cultural education came into being,aesthetic education,moral education,and sports,all play a significant role in people’s physical and mental development,among which the aesthetic education thought advocated by Cai Yuanpei has a great value as guidelines for the significance of personality education.It is of great importance to people’s physical and mental development.

Promoting the Personal Development of Children Through Art Education

With the arrival of the new era,the development of society changes with each passing day,innovative ability and creative thinking skills are increasingly valued by society.The development of innovative ability should start with children.The emergence of new educational concepts requires the school to cultivate students in a comprehensive way.In this case,art and music,which were once considered unimportant,are gradually changing the educational field and are returning to the public eye.Studies have shown that art education plays an important role in promoting personal development of children.Therefore,art education should not be neglected,and we should see that art education plays a certain role in improving children’s innovative abilities.However,there are still many problems in art education for children,which affects its role in promoting their personal development.Therefore,it is important to focus on how to promote children’s personal development through art education.This paper analyzes the problems faced in children’s art education and how to effectively maximize its role of art education to promote the development of children’s art education.

“Special Education”一词在美国诞生的历史溯源

“Special Education”一词的确切起源是在20世纪初,诞生于美国全国教育协会内部,正值聋人教育领域口语教学法支持者与处于垄断地位的手语教学法聋教育者之间抗争博弈之时。亚历山大·贝尔及口语法支持者对“特殊教育”成为教育一个领域的概念构思起到积极的推动作用,他们将当时处于分散独立的聋、盲、弱智三类教育统一成“特殊教育”的单一身份,并赋予这个“新”领域一个完全独立于任何特定专业领域的独特焦点,从而使“特殊教育”在美国教育体系中得到真正发展。

Educational Leader's Personality Style Inventory in K12 and Higher Education Levels

The research introduced the application of Personality Style Inventory on two levels of educational leaders: K12 level and higher education level, including both American and Chinese school leaders. Through comparing and contrasting of personality types at different levels, it is revealed that educational leaders in different levels have different personal characteristics and the researcher tries to find out how the Personality Style Inventory can improve the leadership practice.

Whole Person Education of English Majors through English Public Speaking

English public speaking proves to play a significant role in the speaker's whole person education, which has been gaining increasing attention among scholars at home and abroad. The paper analyzes possible relations between them and argues that great importance and awareness are supposed to be attached to the development and promotion of English public speaking especially among English majors for them to be more versatile and more competitive both in job markets and in work places.

The impact of ChatGPT on foreign language teaching and learning: Opportunities in education and research

The revolutionary online application ChatGPT has brought immense concerns to the education field.Foreign language teachers being some of those most reliant on writing assessments were among the most anxious,exacerbated by the extensive media coverage about the much-fantasized functionality of the chatbot.Hence,the article starts by elucidating the mechanisms,functions and common misconceptions about ChatGPT.Issues and risks associated with its usage are discussed,followed by an in-depth discussion of how the chatbot can be harnessed by learners and teachers.It is argued that ChatGPT offers major opportunities for teachers and education institutes to improve second/foreign language teaching and assessments,which similarly provided researchers with an array of research opportunities,especially towards a more personalized learning experience.

Development of Standard Examination System of Special Course for Remote Education

Standard examination is an effective approach to promote the teaching quality of modern education. On terms of the analysis of main target, function and constitution of special course examination system for remote education, the internet scheme of the examination system is given according to the students and teachers' requirements. The implementation method for the communication and dynamic production of tests on home page of the exam system are elaborated by using programming technology of Active Server Pages (ASP)3.0. The query of exam information and automatic marking of test questions can be easily realized by the developed exam system under World Wide Web enviromment according to users' requirements.

Pre-colonoscopy special guidance and education on intestinal cleaning and examination in older adult patients with constipation

BACKGROUND The prevalence of constipation in the Chinese population over 60 years of age is 11.5%, and this prevalence increases with age, which seriously affects the quality of life in older adults. Therefore, reducing the incidence of constipation in older adults is necessary to promote a healthy lifestyle as well as biochemical health.AIM To explore the value of preoperative guidance and education to improve the effects of bowel cleaning in older adult patients undergoing colonoscopy.METHODS In this study, 160 older adult patients with constipation requiring colonoscopy at Shandong Provincial Hospital between January 2019 and March 2021 were selected and randomly divided into a study group and a control group, with 80patients in each group. The study group received medication guidance and targeted educational guidance before the operation, while the control group received only medication and dietary guidance. The baseline data, colonoscopy duration, bowel preparation compliance, Boston bowel preparation(BBPS)assessment score, intestinal bubble score, the incidence of adverse reactions during bowel preparation, and nursing appointment satisfaction were compared between the two groups.RESULTS The colonoscopy duration times and intestinal bubble scores of the study group were shorter than those of the control group, with statistically significant differences. The BBPS scores for the right, left, and interrupted colon in the study group were also higher than those in the control group, and the difference was statistically significant. Additionally, the study group had a higher rate of liquid diet one day before the examination, higher rate of correct bowel-clearing agent dilution method, higher rate of accurate time of ingesting the bowel-clearing agent, and a higher proportion of patients ingesting bowelclearing agent at the specified time than the control group, with statistically significant differences.The incidence of nausea and vomiting during bowel clearance in the study group was significantly lower than that in the control group. The incidence of abdominal pain, abdominal distension,dizziness, and fatigue was compared between the two groups, but the difference was not statistically significant. The scores of service attitude, detailed notification of dietary precautions, clear and easy-to-understand health educational content, and receiving care and comfort in the study group were significantly higher than those in the control group.CONCLUSION Preoperative special guidance and education were shown to significantly improve bowel clearance and compliance and reduce the incidence of adverse reactions in older adult patients with constipation undergoing colonoscopy. These factors are beneficial for improving patient satisfaction with nursing services.

Influence of personal and lesson factors on caloric expenditure in physical education

Increasing caloric expenditure in physical education is considered an effective school-based approach to addressing the child obesity epidemic.This study was designed to determine synergistic influences of student characteristics and lesson factors o caloric expenditure in elementary and middle school physical education.Methods:The study used a multi-level design.Level-1 factors included personal characteristics:age,gender,and body mass index.Level-2 factors included lesson length,content,and school level.Based on the Center for Disease Control and Prevention age-gender adjusted growth chart,students in 87 classes from 14 elementary and 15 middle schools were pre-screened into "Overweight","Healthy weight",or “Thin” groups.One boy and one girl were randomly selected from each group in each class as data providers(264 elementary and 294 middle school students).Caloric expenditure was measured in 243 physical education lessons using accelerometers.Results:Analysis of variance revealed and hierarchical linear modeling confirmed separate age by body mass index,age by gender,and content by lesson-length interaction effects,suggesting that the personal and lesson factors influenced caloric expenditure independently.Older male and heavier students burned more calories in all lessons.Students burned more calories in 45-60 min sport skill or fitness lessons than in shorter (30 min)or longer(75-90 min)game or multi-activity lessons.Conclusions:The hypothesized cross-level interaction was not observed in the data.Caloric expenditure can be optimized in 45-60 min sport skill or fitness development lessons.It can be recommended that schools adopt 45-60 min lesson length and provide skill and fitness development tasks in physical education to maximize caloric expenditure.Copyright(c)2012,Shanghai University of Sport.Production and hosting by Elsevier B.V.All rights reserved.

Clinical benefits of rational-emotive stress management therapy for job burnout and dysfunctional distress of special education teachers

It has been observed that managing job burnout and dysfunctional distress constitute part of the major challenges among special educators,and that empirical data on the management of burnout and dysfunctional distress associated with the job of special education teachers are lacking in the literature.The current article discusses the clinical benefits of a rational-emotive stressmanagement therapy program in reducing the level of job burnout symptoms and dysfunctional distress in special education teachers,using evidence from a 2018 clinical trial study that reported the efficacy of this intervention.Results show the clinical benefits and implications of conducting a rational-emotive stress management intervention,and recommendations are made for future research.

Explore and practice healthy personality of students to develop an international perspective of Higher Education

A unified personality commonly referred to as is the sum of the person＇ s character, temperament, ability and other characteristics , as well as personal ethics, thought, soul, behaviors, attitudes and social responsibility aspects. Personality is certain physiological basis, formed and developed in social practice and it is the result of genetic and environmental factors, the society may influence the development of a number of factors of personality. The so-called healthy personality refers to personality harmonious, comprehensive and healthy development. Because of contemporary college students study pressure, economic pressure, the employment pressure, emotional stress and other factors, it results in morbid psychology; personality psychology highlights the unhealthy phenomenon. In recent years, especially college students＇ personality distortions continue to occur, it is caused widespread concern of the whole society, to strengthen and shape the health of college students has become an important personality of an urgent work.

ChatGPT:The New Trend of Smart Education

In response to the limitations of the traditional education and teaching model,this article proposes a smart education model based on ChatGPT.The model actively breaks the constraint of time and space and the design patterns of traditional education,providing smart education services including personalized learning,smart tutoring and evaluation,educational content creation support,and education big data analysis.Through constructing an open and inclusive learning space and creating flexible and diverse educational models,ChatGPT can help to meet students’individuality and overall development,as well as assist teachers in keeping up with the students’learning performance and developmental requirements in real-time.This provides an important basis for optimizing teaching content,offering personalized and accurate cultivation,and planning the development path of students.

Special Education Needs of Language Minority Students

Special Education is instruction designed for Students who require some degree of modification in their educational programs because of intellectual,emotional,sensory,or physical impairments.Language minority students with disabilities are those students whose impairment adversely affects their ability to benefit from new changing living environments and a regular educational program.