This study aims to understand the in-service training needs,training transfer,and training effectiveness of teachers in local normal universities in China,while also proposing a continuous professional development pla...This study aims to understand the in-service training needs,training transfer,and training effectiveness of teachers in local normal universities in China,while also proposing a continuous professional development plan for teachers.Descriptive research methods were employed,with questionnaires serving as the primary data collection tool.The survey revealed that the educational background of teachers in local normal universities is characterized by an unreasonable distribution of academic qualifications,with a shortage of teachers holding postgraduate and higher degrees.Additionally,the training effectiveness for female teachers was found to be lower than that of male teachers.There is a lack of personalization in training needs,which tends to be more generalized.The transfer effect of training is moderate,and there is a need for further enhancement at the behavioral level of training effectiveness.A continuous professional development plan for teachers has been formulated to improve training effectiveness and promote professional development.展开更多
This work aims to analyze the effect exerted by the initial and continuous training of secondary school teachers in France on their teaching practices.For this,we carried out a secondary analysis of data from the TALI...This work aims to analyze the effect exerted by the initial and continuous training of secondary school teachers in France on their teaching practices.For this,we carried out a secondary analysis of data from the TALIS survey(Teaching and Learning International Survey),conducted in 2013 in 34 countries,including France.In particular,we focus on practices related to the teaching methods used,classroom management,how to communicate,and the evaluative practices of teachers.In support of binary logistic regression models,we showed that the variables related to initial training play a weak role,and even exert a negative effect on certain pedagogic practices,leading to a reflection on the renovation of this training.On the other hand,our analyses highlighted the greater weight played by certain continuing education actions.展开更多
The high-quality development of a country driven by talent necessitates comprehensive and practical STEM(Science,Technology,Engineering,and Mathematics)education.The goal of localizing STEM education is to cultivate c...The high-quality development of a country driven by talent necessitates comprehensive and practical STEM(Science,Technology,Engineering,and Mathematics)education.The goal of localizing STEM education is to cultivate comprehensive innovative technology talents that meet the needs of the new era.STEM teachers play a core role in this concept,and the quality of teacher training directly determines the development trend of STEM education and the quality of future talents in the country.Therefore,based on the current situation and existing problems in STEM teacher training,the shared commitment to“high-quality STEM teacher training”is employed as a guiding principle,highlighting the role of various elements in the STEM teacher training process.The practical path for STEM teacher training is proposed from four aspects:top-level design goal orientation,resource integration to solve supply imbalance,curriculum construction to improve the teaching system,and sustainable development to enhance professional ability.This study hopes to provide guidelines for innovative training of localized STEM teachers in China.展开更多
Adversarial distillation(AD)has emerged as a potential solution to tackle the challenging optimization problem of loss with hard labels in adversarial training.However,fixed sample-agnostic and student-egocentric atta...Adversarial distillation(AD)has emerged as a potential solution to tackle the challenging optimization problem of loss with hard labels in adversarial training.However,fixed sample-agnostic and student-egocentric attack strategies are unsuitable for distillation.Additionally,the reliability of guidance from static teachers diminishes as target models become more robust.This paper proposes an AD method called Learnable Distillation Attack Strategies and Evolvable Teachers Adversarial Distillation(LDAS&ET-AD).Firstly,a learnable distillation attack strategies generating mechanism is developed to automatically generate sample-dependent attack strategies tailored for distillation.A strategy model is introduced to produce attack strategies that enable adversarial examples(AEs)to be created in areas where the target model significantly diverges from the teachers by competing with the target model in minimizing or maximizing the AD loss.Secondly,a teacher evolution strategy is introduced to enhance the reliability and effectiveness of knowledge in improving the generalization performance of the target model.By calculating the experimentally updated target model’s validation performance on both clean samples and AEs,the impact of distillation from each training sample and AE on the target model’s generalization and robustness abilities is assessed to serve as feedback to fine-tune standard and robust teachers accordingly.Experiments evaluate the performance of LDAS&ET-AD against different adversarial attacks on the CIFAR-10 and CIFAR-100 datasets.The experimental results demonstrate that the proposed method achieves a robust precision of 45.39%and 42.63%against AutoAttack(AA)on the CIFAR-10 dataset for ResNet-18 and MobileNet-V2,respectively,marking an improvement of 2.31%and 3.49%over the baseline method.In comparison to state-of-the-art adversarial defense techniques,our method surpasses Introspective Adversarial Distillation,the top-performing method in terms of robustness under AA attack for the CIFAR-10 dataset,with enhancements of 1.40%and 1.43%for ResNet-18 and MobileNet-V2,respectively.These findings demonstrate the effectiveness of our proposed method in enhancing the robustness of deep learning networks(DNNs)against prevalent adversarial attacks when compared to other competing methods.In conclusion,LDAS&ET-AD provides reliable and informative soft labels to one of the most promising defense methods,AT,alleviating the limitations of untrusted teachers and unsuitable AEs in existing AD techniques.We hope this paper promotes the development of DNNs in real-world trust-sensitive fields and helps ensure a more secure and dependable future for artificial intelligence systems.展开更多
The proposal of the strategy of developing the country through science education has clarified China’s demand for the development of the science and education industry and the cultivation of science and education tal...The proposal of the strategy of developing the country through science education has clarified China’s demand for the development of the science and education industry and the cultivation of science and education talents,and the birth of Science Education majors is an important link in the cultivation of scientific literacy.Based on the grounded theory,we interviewed three Science Education graduates from a university and coded the interview data by using NVivo 12.0 to find eight important factors affecting their professional training and employment choices.The factors are“social factors,”“individual career choice factors,”“campus resources,”“employment advantages,”“professional self-development,”“teacher factors,”“planning for further education and employment,”and“student motivation.”This study analyzes the interaction between the influencing factors,constructs a theoretical model of the influencing factors of the quality of Science Education professional training,explores the problems of the training process of Science Education majors and employment dilemmas,and puts forward corresponding suggestions.展开更多
The aim of foreign language teaching in the contemporary is to develop foreign language talents who own intercultural competence.Thus,it is necessary to improve teachers’cultural quality and intercultural awareness.T...The aim of foreign language teaching in the contemporary is to develop foreign language talents who own intercultural competence.Thus,it is necessary to improve teachers’cultural quality and intercultural awareness.The paper explores some relevant training courses on culture and intercultural awareness,and discusses the deficiency of these courses.展开更多
It has been suggested that the success of an ER project can largely rely on several elements,such as the selection of appropriate materials,establishment of management system,workshop for training teachers. Among thos...It has been suggested that the success of an ER project can largely rely on several elements,such as the selection of appropriate materials,establishment of management system,workshop for training teachers. Among those,teachers play an indispensable role due to the fact that it is the teachers who are capable of turning conceptions into actions,who get students engaged and bridge and gap between the goals of the programme and the reality in classroom. This paper is an attempt to outline a detailed picture to demonstrate how to offer effective training courses which can enable teachers to play"multiple roles"to make great contribution to the development of an ER project.展开更多
This is an experimental study conducted on two groups of control and experimental using pretestposttest design, applying psychological intervention on the study sample. The present study aimed to determine the effecti...This is an experimental study conducted on two groups of control and experimental using pretestposttest design, applying psychological intervention on the study sample. The present study aimed to determine the effectiveness of collective education life skills on mental health and resilience of teachers in Zahedan. The population of the study included all teachers at schools with normal students and teachers at schools with exceptional students in Zahedan, among which 60 teachers at normal schools and 20 teachers at exceptional schools were selected and placed in two groups of experimental and control, respectively. Initially, members of the experimental group were taught 10 basic life skills in 10 2-hour sessions. Mental health and resilience questionnaires were distributed and gathered before and after the training sessions. Results indicated the positive effect of life skills training on mental health of teachers at schools with normal students and teachers at schools with exceptional students, which meant that the more the life skills training to teachers at schools with normal students and teachers at schools with exceptional students, the lower their mental health scores would be. Results also indicated the positive effect of life skills training on resilience of teachers at schools with normal students and teachers at schools with exceptional students, which meant that the more the life skills training to teachers at schools with normal students and teachers at schools with exceptional students, the higher their resilience scores would be.展开更多
Sustainable Development Goal(SDG 4)lays solid theoretical foundation for the development of higher teacher education in improving the quality of teaching faculty nationwide.Sustainable teacher training paves a way for...Sustainable Development Goal(SDG 4)lays solid theoretical foundation for the development of higher teacher education in improving the quality of teaching faculty nationwide.Sustainable teacher training paves a way for teacher professional development in the long run.China’s“National Teacher Training Program”serves a connection between higher teacher education and K-12 teachers in multiple perspectives when exploring K-12 teachers’improvement of the essence by upgrading the initiative of the program with the assistance of educational technology and modern educational philosophy from mutual creation to mutual benefit.Direction orientation strategic design based on demand for teaching faculty,curriculum setting in modules,and characteristics creation have been carried out to upgrade the training of teacher colleges and National Teacher Training Program in the future for achieving a win-win situation between higher teacher education and K-12 education.展开更多
In the continuing education of EFL teachers, a set of standardized and systematic training materials is vitally needed. And such a set of training materials will be distinctive for the multi-dimensions and the inter-a...In the continuing education of EFL teachers, a set of standardized and systematic training materials is vitally needed. And such a set of training materials will be distinctive for the multi-dimensions and the inter-activities. When taking into account the two aspects, we argue that the training materials should consist of four features classified as: an instrument of skill-training, a conveyor for theory-inputting, a guide to methodology-practising and a motivator of interactivity-promoting. And the four will be integrated in an organic whole so as to accomplish the mission in refreshing school teachers’ English skills, renewing their concepts, and developing their teaching potential and their awareness in research-based teaching.展开更多
Education plays a significant role in the development of Chinese society. Early childhood education, as a foundation of education, has a profound influence on Chinese children's growth process.
An outstanding college teacher is not only a spiritual leader who shows the charm of a master but also a tech-savvy who takes the academic high ground. Moreover, an outstanding college teacher are supposed to have suc...An outstanding college teacher is not only a spiritual leader who shows the charm of a master but also a tech-savvy who takes the academic high ground. Moreover, an outstanding college teacher are supposed to have such qualities as the consciousness of innovation and intellectual creativity, the rich culture deposits and comprehensive structure of knowledge as well as the ability to value the integration of knowing and doing in practice. To become outstanding, the college teacher requires being cultured and talented, having the enthusiasm for educating others and the inner motivation of learning and teaching at the same time. In the end, cultivating a outstanding college teacher depends on the combined effect of the internal and external factors. The career of a teacher has the widest range, which needs a kind of educational belief. Becoming an outstanding college teacher is not so much the pursuit of anyone who has a dream to be a teacher as the call of the times or the mission of history.展开更多
With a Critical Discourse Analysis approach, this essay reveals four types of discourses: discourse of examination, instruction, technology and regulation. Based on the analysis of power relation among those discourse...With a Critical Discourse Analysis approach, this essay reveals four types of discourses: discourse of examination, instruction, technology and regulation. Based on the analysis of power relation among those discourses, a vivid picture of teachers' identity at training-school has been clearly sketched. That is, teacher at training-school is a puppet acting as not only the transmitter of specific knowledge, but also the supervisor of rules and spokesman of institution.展开更多
1.INTRODUCTIONTeacher mentoring plays an important role in teacher education.The use of mentoring is strongly advocated for improving novice teachers’ performance in some countries,such as UK and the USA.In China,men...1.INTRODUCTIONTeacher mentoring plays an important role in teacher education.The use of mentoring is strongly advocated for improving novice teachers’ performance in some countries,such as UK and the USA.In China,mentoring has been employed for in-service novice teachers’ development in a number of middle schools for the following reasons:1)In-service novice teachers are officially qualified but have insufficient teaching experience(only two-month teaching practice);2)Some new teachers do not have a strong theoretical base because of the unpractical university curriculum design(Chen,et al.2003);3)Mentoring,originated with the aim of helping novice teachers become qualified teachers,is supposed to help solve the problems mentioned above in the Chinese context.Therefore,it has been adopted,and it is required by some schools and educational bureaus that new teachers should have mentoring during their first or second year in practice.展开更多
文摘This study aims to understand the in-service training needs,training transfer,and training effectiveness of teachers in local normal universities in China,while also proposing a continuous professional development plan for teachers.Descriptive research methods were employed,with questionnaires serving as the primary data collection tool.The survey revealed that the educational background of teachers in local normal universities is characterized by an unreasonable distribution of academic qualifications,with a shortage of teachers holding postgraduate and higher degrees.Additionally,the training effectiveness for female teachers was found to be lower than that of male teachers.There is a lack of personalization in training needs,which tends to be more generalized.The transfer effect of training is moderate,and there is a need for further enhancement at the behavioral level of training effectiveness.A continuous professional development plan for teachers has been formulated to improve training effectiveness and promote professional development.
文摘This work aims to analyze the effect exerted by the initial and continuous training of secondary school teachers in France on their teaching practices.For this,we carried out a secondary analysis of data from the TALIS survey(Teaching and Learning International Survey),conducted in 2013 in 34 countries,including France.In particular,we focus on practices related to the teaching methods used,classroom management,how to communicate,and the evaluative practices of teachers.In support of binary logistic regression models,we showed that the variables related to initial training play a weak role,and even exert a negative effect on certain pedagogic practices,leading to a reflection on the renovation of this training.On the other hand,our analyses highlighted the greater weight played by certain continuing education actions.
文摘The high-quality development of a country driven by talent necessitates comprehensive and practical STEM(Science,Technology,Engineering,and Mathematics)education.The goal of localizing STEM education is to cultivate comprehensive innovative technology talents that meet the needs of the new era.STEM teachers play a core role in this concept,and the quality of teacher training directly determines the development trend of STEM education and the quality of future talents in the country.Therefore,based on the current situation and existing problems in STEM teacher training,the shared commitment to“high-quality STEM teacher training”is employed as a guiding principle,highlighting the role of various elements in the STEM teacher training process.The practical path for STEM teacher training is proposed from four aspects:top-level design goal orientation,resource integration to solve supply imbalance,curriculum construction to improve the teaching system,and sustainable development to enhance professional ability.This study hopes to provide guidelines for innovative training of localized STEM teachers in China.
基金the National Key Research and Development Program of China(2021YFB1006200)Major Science and Technology Project of Henan Province in China(221100211200).Grant was received by S.Li.
文摘Adversarial distillation(AD)has emerged as a potential solution to tackle the challenging optimization problem of loss with hard labels in adversarial training.However,fixed sample-agnostic and student-egocentric attack strategies are unsuitable for distillation.Additionally,the reliability of guidance from static teachers diminishes as target models become more robust.This paper proposes an AD method called Learnable Distillation Attack Strategies and Evolvable Teachers Adversarial Distillation(LDAS&ET-AD).Firstly,a learnable distillation attack strategies generating mechanism is developed to automatically generate sample-dependent attack strategies tailored for distillation.A strategy model is introduced to produce attack strategies that enable adversarial examples(AEs)to be created in areas where the target model significantly diverges from the teachers by competing with the target model in minimizing or maximizing the AD loss.Secondly,a teacher evolution strategy is introduced to enhance the reliability and effectiveness of knowledge in improving the generalization performance of the target model.By calculating the experimentally updated target model’s validation performance on both clean samples and AEs,the impact of distillation from each training sample and AE on the target model’s generalization and robustness abilities is assessed to serve as feedback to fine-tune standard and robust teachers accordingly.Experiments evaluate the performance of LDAS&ET-AD against different adversarial attacks on the CIFAR-10 and CIFAR-100 datasets.The experimental results demonstrate that the proposed method achieves a robust precision of 45.39%and 42.63%against AutoAttack(AA)on the CIFAR-10 dataset for ResNet-18 and MobileNet-V2,respectively,marking an improvement of 2.31%and 3.49%over the baseline method.In comparison to state-of-the-art adversarial defense techniques,our method surpasses Introspective Adversarial Distillation,the top-performing method in terms of robustness under AA attack for the CIFAR-10 dataset,with enhancements of 1.40%and 1.43%for ResNet-18 and MobileNet-V2,respectively.These findings demonstrate the effectiveness of our proposed method in enhancing the robustness of deep learning networks(DNNs)against prevalent adversarial attacks when compared to other competing methods.In conclusion,LDAS&ET-AD provides reliable and informative soft labels to one of the most promising defense methods,AT,alleviating the limitations of untrusted teachers and unsuitable AEs in existing AD techniques.We hope this paper promotes the development of DNNs in real-world trust-sensitive fields and helps ensure a more secure and dependable future for artificial intelligence systems.
文摘The proposal of the strategy of developing the country through science education has clarified China’s demand for the development of the science and education industry and the cultivation of science and education talents,and the birth of Science Education majors is an important link in the cultivation of scientific literacy.Based on the grounded theory,we interviewed three Science Education graduates from a university and coded the interview data by using NVivo 12.0 to find eight important factors affecting their professional training and employment choices.The factors are“social factors,”“individual career choice factors,”“campus resources,”“employment advantages,”“professional self-development,”“teacher factors,”“planning for further education and employment,”and“student motivation.”This study analyzes the interaction between the influencing factors,constructs a theoretical model of the influencing factors of the quality of Science Education professional training,explores the problems of the training process of Science Education majors and employment dilemmas,and puts forward corresponding suggestions.
文摘The aim of foreign language teaching in the contemporary is to develop foreign language talents who own intercultural competence.Thus,it is necessary to improve teachers’cultural quality and intercultural awareness.The paper explores some relevant training courses on culture and intercultural awareness,and discusses the deficiency of these courses.
文摘It has been suggested that the success of an ER project can largely rely on several elements,such as the selection of appropriate materials,establishment of management system,workshop for training teachers. Among those,teachers play an indispensable role due to the fact that it is the teachers who are capable of turning conceptions into actions,who get students engaged and bridge and gap between the goals of the programme and the reality in classroom. This paper is an attempt to outline a detailed picture to demonstrate how to offer effective training courses which can enable teachers to play"multiple roles"to make great contribution to the development of an ER project.
文摘This is an experimental study conducted on two groups of control and experimental using pretestposttest design, applying psychological intervention on the study sample. The present study aimed to determine the effectiveness of collective education life skills on mental health and resilience of teachers in Zahedan. The population of the study included all teachers at schools with normal students and teachers at schools with exceptional students in Zahedan, among which 60 teachers at normal schools and 20 teachers at exceptional schools were selected and placed in two groups of experimental and control, respectively. Initially, members of the experimental group were taught 10 basic life skills in 10 2-hour sessions. Mental health and resilience questionnaires were distributed and gathered before and after the training sessions. Results indicated the positive effect of life skills training on mental health of teachers at schools with normal students and teachers at schools with exceptional students, which meant that the more the life skills training to teachers at schools with normal students and teachers at schools with exceptional students, the lower their mental health scores would be. Results also indicated the positive effect of life skills training on resilience of teachers at schools with normal students and teachers at schools with exceptional students, which meant that the more the life skills training to teachers at schools with normal students and teachers at schools with exceptional students, the higher their resilience scores would be.
文摘Sustainable Development Goal(SDG 4)lays solid theoretical foundation for the development of higher teacher education in improving the quality of teaching faculty nationwide.Sustainable teacher training paves a way for teacher professional development in the long run.China’s“National Teacher Training Program”serves a connection between higher teacher education and K-12 teachers in multiple perspectives when exploring K-12 teachers’improvement of the essence by upgrading the initiative of the program with the assistance of educational technology and modern educational philosophy from mutual creation to mutual benefit.Direction orientation strategic design based on demand for teaching faculty,curriculum setting in modules,and characteristics creation have been carried out to upgrade the training of teacher colleges and National Teacher Training Program in the future for achieving a win-win situation between higher teacher education and K-12 education.
文摘In the continuing education of EFL teachers, a set of standardized and systematic training materials is vitally needed. And such a set of training materials will be distinctive for the multi-dimensions and the inter-activities. When taking into account the two aspects, we argue that the training materials should consist of four features classified as: an instrument of skill-training, a conveyor for theory-inputting, a guide to methodology-practising and a motivator of interactivity-promoting. And the four will be integrated in an organic whole so as to accomplish the mission in refreshing school teachers’ English skills, renewing their concepts, and developing their teaching potential and their awareness in research-based teaching.
文摘Education plays a significant role in the development of Chinese society. Early childhood education, as a foundation of education, has a profound influence on Chinese children's growth process.
文摘An outstanding college teacher is not only a spiritual leader who shows the charm of a master but also a tech-savvy who takes the academic high ground. Moreover, an outstanding college teacher are supposed to have such qualities as the consciousness of innovation and intellectual creativity, the rich culture deposits and comprehensive structure of knowledge as well as the ability to value the integration of knowing and doing in practice. To become outstanding, the college teacher requires being cultured and talented, having the enthusiasm for educating others and the inner motivation of learning and teaching at the same time. In the end, cultivating a outstanding college teacher depends on the combined effect of the internal and external factors. The career of a teacher has the widest range, which needs a kind of educational belief. Becoming an outstanding college teacher is not so much the pursuit of anyone who has a dream to be a teacher as the call of the times or the mission of history.
文摘With a Critical Discourse Analysis approach, this essay reveals four types of discourses: discourse of examination, instruction, technology and regulation. Based on the analysis of power relation among those discourses, a vivid picture of teachers' identity at training-school has been clearly sketched. That is, teacher at training-school is a puppet acting as not only the transmitter of specific knowledge, but also the supervisor of rules and spokesman of institution.
文摘1.INTRODUCTIONTeacher mentoring plays an important role in teacher education.The use of mentoring is strongly advocated for improving novice teachers’ performance in some countries,such as UK and the USA.In China,mentoring has been employed for in-service novice teachers’ development in a number of middle schools for the following reasons:1)In-service novice teachers are officially qualified but have insufficient teaching experience(only two-month teaching practice);2)Some new teachers do not have a strong theoretical base because of the unpractical university curriculum design(Chen,et al.2003);3)Mentoring,originated with the aim of helping novice teachers become qualified teachers,is supposed to help solve the problems mentioned above in the Chinese context.Therefore,it has been adopted,and it is required by some schools and educational bureaus that new teachers should have mentoring during their first or second year in practice.