首页 > 最新文献

Informatics in Education最新文献

英文 中文
Integrative competency of a teacher as the condition of efficiency of the educational process in the modern age 教师的综合能力是现代教育过程效率的条件
IF 2.7 Q1 Social Sciences Pub Date : 2020-07-04 DOI: 10.32517/0234-0453-2020-35-4-27-36
D. D. Bychkova
Formation and development of professional qualities of a person is a long and difficult process, which is divided into several levels of training, whereby achieving positive results at one level allows the transition to the next. First, a person gets an extensive database of knowledge, skills abilities at school, and this base helps him/her to determine his/her preferences and make a choice in favor of a certain profession. Then a person continues education for chosen profession in university, and then, after graduation, a person gets an opportunity to continue improving and self-educating in the chosen professional sphere. But all these levels of education are not possible to perform without the direct or indirect influence of the one who can teach, guide and even control the process of education. A person constantly interacts to some extent with a teacher, mentor, tutor and others while acquiring knowledge, forming skills and abilities. The modern generation is fundamentally different from the previous one, with different life approach and understanding of the world, as it lives in a hi-tech world of accessible information, virtual reality, social networks, online stores, smartphones and other gadgets. The boundaries between real and virtual worlds have almost been erased. Therefore, in order to increase the efficiency of learning and education processes in the new reality, a new approach, concepts and rules are needed, and consequently, new competencies that teacher should acquire. Taking into account the peculiarities of the term “competence” and also the fact that the field of teacher’s expertise is extensive and includes both educating and building students’ personality, there is a need to form an integrative competence of future teachers, which will provide them with essential assistance in their professional life. The paper formulates the definition of integrative competence; determines the place occupied by these competences in the hierarchy of competences; indicates the social and practical conditionality, significance of the competence, personal significance of the competence, competence indicators; gives a brief description of the fund of evaluation tools allowing to judge its formation.
一个人的专业素质的形成和发展是一个漫长而艰难的过程,它分为几个层次的训练,在一个层次上取得积极的成果,可以过渡到下一个层次。首先,一个人在学校获得了广泛的知识、技能和能力数据库,这个基础可以帮助他/她确定自己的喜好,并做出有利于某一职业的选择。然后,一个人在大学继续接受所选专业的教育,然后,毕业后,一个人有机会在所选的专业领域继续提高和自我教育。但是,如果没有教育、指导甚至控制教育过程的人的直接或间接影响,所有这些层次的教育都是不可能实现的。一个人在获得知识、形成技能和能力的过程中,在某种程度上不断地与老师、导师、导师和其他人互动。现代一代与上一代有着根本的不同,他们的生活方式和对世界的理解也不同,因为他们生活在一个高科技的世界里,有可获取的信息、虚拟现实、社交网络、在线商店、智能手机和其他小工具。现实世界和虚拟世界之间的界限几乎被抹去了。因此,为了在新的现实中提高学习和教育过程的效率,需要一种新的方法、概念和规则,因此,教师应该获得新的能力。考虑到“能力”一词的特殊性,以及教师专业领域的广泛性,包括教育和塑造学生的个性,有必要形成未来教师的综合能力,这将为他们的职业生涯提供必要的帮助。本文阐述了综合能力的定义;确定这些能力在能力层次中所占的位置;表明能力的社会和现实条件、能力的意义、能力的个人意义、能力指标;简要介绍了用于判断基金形成的评价工具。
{"title":"Integrative competency of a teacher as the condition of efficiency of the educational process in the modern age","authors":"D. D. Bychkova","doi":"10.32517/0234-0453-2020-35-4-27-36","DOIUrl":"https://doi.org/10.32517/0234-0453-2020-35-4-27-36","url":null,"abstract":"Formation and development of professional qualities of a person is a long and difficult process, which is divided into several levels of training, whereby achieving positive results at one level allows the transition to the next. First, a person gets an extensive database of knowledge, skills abilities at school, and this base helps him/her to determine his/her preferences and make a choice in favor of a certain profession. Then a person continues education for chosen profession in university, and then, after graduation, a person gets an opportunity to continue improving and self-educating in the chosen professional sphere. But all these levels of education are not possible to perform without the direct or indirect influence of the one who can teach, guide and even control the process of education. A person constantly interacts to some extent with a teacher, mentor, tutor and others while acquiring knowledge, forming skills and abilities. The modern generation is fundamentally different from the previous one, with different life approach and understanding of the world, as it lives in a hi-tech world of accessible information, virtual reality, social networks, online stores, smartphones and other gadgets. The boundaries between real and virtual worlds have almost been erased. Therefore, in order to increase the efficiency of learning and education processes in the new reality, a new approach, concepts and rules are needed, and consequently, new competencies that teacher should acquire. Taking into account the peculiarities of the term “competence” and also the fact that the field of teacher’s expertise is extensive and includes both educating and building students’ personality, there is a need to form an integrative competence of future teachers, which will provide them with essential assistance in their professional life. The paper formulates the definition of integrative competence; determines the place occupied by these competences in the hierarchy of competences; indicates the social and practical conditionality, significance of the competence, personal significance of the competence, competence indicators; gives a brief description of the fund of evaluation tools allowing to judge its formation.","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2020-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73258179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Conditions of digitalization of education in aspect of the problem of forming ICT competence of students of pedagogical college as future teachers 从高等师范院校学生未来教师信息通信技术能力培养问题看教育数字化的条件
IF 2.7 Q1 Social Sciences Pub Date : 2020-07-04 DOI: 10.32517/0234-0453-2020-35-4-37-45
S. Desnenko, T. Pakhomova
The article substantiates the significance of the problem of the formation of future teachers’ ICT competence. The author’s definition of the concept “ICT competence of a student of a pedagogical college” is presented, its components (motivational-value, user-wide, general pedagogical, subject-pedagogical) are highlighted and described. Based on the analysis of normative documents, recommendations, studies in the field of digitalization of the economy and education, the conditions for the digitalization of education are highlighted and justified: the legislative framework for the digitalization of education; digital generation of students; digital pedagogical technologies and educationally significant digital technologies; training the human potential of the digital economy; digital educational environment of educational organization. The characteristics of the conditions for digitalization of education are described. The experience of taking into account the conditions of digitalization of education in the aspect of the problem of the formation of ICT competence of students as future teachers is described on the example of an educational organization — GAPOU “Chita Pedagogical College”, specialty 44.02.01 Preschool education. An example of the organization of a laboratory and practical lesson using various digital technologies in the framework of the author’s interdisciplinary course “Theory and Methods of Using ICT in a Preschool Educational Organization” is given. Based on the analysis of the results of the pedagogical experiment, the conclusion is substantiated that the application of the digitalization of education in the educational process of the pedagogical college in the aspect of the formation of ICT competence of future teachers is one of the effective ways of forming the ICT competence of future educators of preschool children.
文章论述了未来教师信息通信能力形成问题的重要意义。本文提出了“师范院校学生信息通信技术能力”的概念定义,并对其构成要素(动机-价值、用户-广泛、一般教学性、学科-教学性)进行了强调和描述。在分析经济和教育数字化领域的规范性文件、建议和研究的基础上,强调并论证了教育数字化的条件:教育数字化的立法框架;数字一代学生;数字教学技术和具有教育意义的数字技术;培养数字经济中的人的潜能;教育组织的数字化教育环境。阐述了教育数字化条件的特点。以GAPOU“Chita师范学院”专业44.02.01学前教育为例,阐述了在学生未来教师的ICT能力形成问题方面考虑教育数字化条件的经验。在作者的跨学科课程“学前教育组织中使用ICT的理论与方法”的框架下,给出了一个使用各种数字技术组织实验和实践课程的例子。在对教学实验结果进行分析的基础上,论证了教育数字化在师范学院教育过程中对未来教师ICT能力形成方面的应用是形成学前儿童未来教育者ICT能力的有效途径之一。
{"title":"Conditions of digitalization of education in aspect of the problem of forming ICT competence of students of pedagogical college as future teachers","authors":"S. Desnenko, T. Pakhomova","doi":"10.32517/0234-0453-2020-35-4-37-45","DOIUrl":"https://doi.org/10.32517/0234-0453-2020-35-4-37-45","url":null,"abstract":"The article substantiates the significance of the problem of the formation of future teachers’ ICT competence. The author’s definition of the concept “ICT competence of a student of a pedagogical college” is presented, its components (motivational-value, user-wide, general pedagogical, subject-pedagogical) are highlighted and described. Based on the analysis of normative documents, recommendations, studies in the field of digitalization of the economy and education, the conditions for the digitalization of education are highlighted and justified: the legislative framework for the digitalization of education; digital generation of students; digital pedagogical technologies and educationally significant digital technologies; training the human potential of the digital economy; digital educational environment of educational organization. The characteristics of the conditions for digitalization of education are described. The experience of taking into account the conditions of digitalization of education in the aspect of the problem of the formation of ICT competence of students as future teachers is described on the example of an educational organization — GAPOU “Chita Pedagogical College”, specialty 44.02.01 Preschool education. An example of the organization of a laboratory and practical lesson using various digital technologies in the framework of the author’s interdisciplinary course “Theory and Methods of Using ICT in a Preschool Educational Organization” is given. Based on the analysis of the results of the pedagogical experiment, the conclusion is substantiated that the application of the digitalization of education in the educational process of the pedagogical college in the aspect of the formation of ICT competence of future teachers is one of the effective ways of forming the ICT competence of future educators of preschool children.","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2020-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85540018","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Optimization of computer testing of students: Minimizing the impact of Internet on responses 优化学生的电脑测试:尽量减少网络对反应的影响
IF 2.7 Q1 Social Sciences Pub Date : 2020-07-04 DOI: 10.32517/0234-0453-2020-35-5-50-55
A. S. Sidorenko
The purpose of the work described in the article was to study the principles of forming control questions for distance testing of students in LMS Moodle and Blackboard in such a way as to minimize the ability of test takers to use the help of search queries on the Internet. The main trends in the responses of university students are analyzed depending on the types of control questions, their wording and the relationship with the availability of lecture material. The distance electronic testing of 3rd year students of university in the discipline “Physical Culture” revealed that the greatest problems for test takers arise with questions on logic, and not on exact knowledge, the answers to which are easily found in lecture material. It was revealed that the vast majority of students when searching for answers to questions of a time-limited test are guided not by their own knowledge, but by marker words in the question text, which they create their own search queries in the text of the lecture or on the Internet. At the same time, a part of the respondents is clearly distinguished, which does not analyze the information provided, but looks at it rather superficially and tries to choose the one that is closer to the marker word from the possible answers. Based on the research and experience in the LMS environment, the article gives practical recommendations for teachers on the competent creation of control tasks and the effective management of response statistics, which will allow more objective assessment of students’ knowledge in various academic disciplines.
本文所描述的工作的目的是研究在LMS Moodle和Blackboard中形成学生远程测试控制题的原理,从而最大限度地减少考生使用互联网搜索查询的能力。根据控制问题的类型、措辞以及与讲座材料可得性的关系,分析了大学生回答的主要趋势。对大学三年级“体育”专业学生进行的远程电子测试显示,考生遇到的最大问题是逻辑问题,而不是确切的知识问题,这些问题的答案很容易在课堂材料中找到。据透露,绝大多数学生在搜索限时考试问题的答案时,不是根据自己的知识,而是根据问题文本中的标记词,他们在讲座文本或互联网上创建自己的搜索查询。与此同时,一部分被调查者被明确区分出来,他们不分析所提供的信息,而是很肤浅地看待它,并试图从可能的答案中选择更接近标记词的那个。基于在LMS环境中的研究和经验,本文为教师提供了有效创建控制任务和有效管理响应统计的实用建议,从而可以更客观地评估学生在各个学科的知识。
{"title":"Optimization of computer testing of students: Minimizing the impact of Internet on responses","authors":"A. S. Sidorenko","doi":"10.32517/0234-0453-2020-35-5-50-55","DOIUrl":"https://doi.org/10.32517/0234-0453-2020-35-5-50-55","url":null,"abstract":"The purpose of the work described in the article was to study the principles of forming control questions for distance testing of students in LMS Moodle and Blackboard in such a way as to minimize the ability of test takers to use the help of search queries on the Internet. The main trends in the responses of university students are analyzed depending on the types of control questions, their wording and the relationship with the availability of lecture material. The distance electronic testing of 3rd year students of university in the discipline “Physical Culture” revealed that the greatest problems for test takers arise with questions on logic, and not on exact knowledge, the answers to which are easily found in lecture material. It was revealed that the vast majority of students when searching for answers to questions of a time-limited test are guided not by their own knowledge, but by marker words in the question text, which they create their own search queries in the text of the lecture or on the Internet. At the same time, a part of the respondents is clearly distinguished, which does not analyze the information provided, but looks at it rather superficially and tries to choose the one that is closer to the marker word from the possible answers. Based on the research and experience in the LMS environment, the article gives practical recommendations for teachers on the competent creation of control tasks and the effective management of response statistics, which will allow more objective assessment of students’ knowledge in various academic disciplines.","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2020-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83525116","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Measuring the achievements of student for creating the individual training schedule in the electronic environment 在电子环境下,衡量学生的学习成绩,制定个性化的训练计划
IF 2.7 Q1 Social Sciences Pub Date : 2020-07-04 DOI: 10.32517/0234-0453-2020-35-4-46-52
M. Anikieva
The article is devoted to the automation of the educational process in terms of measuring the achievements of student in electronic training systems (EOS) to solve the problems of creating an individual training schedule. Psychological and pedagogical concepts used for evaluation of learning material acquisition are considered. It has been found that the approaches used to measure the achievements of students are not suitable for the electronic environment. In order to build an individual schedule for studying materials in the educational discipline in the EOS, it is proposed to measure the amount of work done by the student. To achieve this goal, a scale developed on the basis of the structure of its activity of the trainee in the process of achieving the objectives of the training is proposed. Five steps are highlighted in the achievement of the learning goal: 1) mastering the conceptual framework, 2) assimilation of knowledge of a way of actions, 3) formation of ability, 4) formation of skill, 5) formation of ability to solve non-standard problems. Considering the obtained stages of formation of ability to carry out studied activities as levels of mastery of educational material, a scale of levels of mastery is obtained. The types of tasks in LMS Moodle are given, which can be used to monitor the achievement of the selected levels of learning material. This scale can be used to calculate the labour intensity of the student’s work during the mastering of educational material, to plan the curriculum, to form an individual training schedule.
本文致力于在电子培训系统(EOS)中测量学生成绩的教育过程自动化,以解决创建个人培训计划的问题。心理学和教育学的概念用于学习材料习得的评价被考虑。人们发现,用来衡量学生成绩的方法不适合电子环境。为了在EOS中建立个人学习教育学科材料的时间表,建议测量学生完成的工作量。为了实现这一目标,建议在学员在实现培训目标过程中的活动结构的基础上制定一个量表。学习目标的实现突出了五个步骤:1)掌握概念框架;2)对行动方式的知识同化;3)形成能力;4)形成技能;5)形成解决非标准问题的能力。将所获得的开展学习活动的能力形成阶段视为对教材的掌握水平,得出了掌握水平的尺度。给出了LMS Moodle中的任务类型,可用于监控所选学习材料级别的实现情况。该量表可用于计算学生在掌握教材过程中的劳动强度,规划课程,形成个性化的训练计划。
{"title":"Measuring the achievements of student for creating the individual training schedule in the electronic environment","authors":"M. Anikieva","doi":"10.32517/0234-0453-2020-35-4-46-52","DOIUrl":"https://doi.org/10.32517/0234-0453-2020-35-4-46-52","url":null,"abstract":"The article is devoted to the automation of the educational process in terms of measuring the achievements of student in electronic training systems (EOS) to solve the problems of creating an individual training schedule. Psychological and pedagogical concepts used for evaluation of learning material acquisition are considered. It has been found that the approaches used to measure the achievements of students are not suitable for the electronic environment. In order to build an individual schedule for studying materials in the educational discipline in the EOS, it is proposed to measure the amount of work done by the student. To achieve this goal, a scale developed on the basis of the structure of its activity of the trainee in the process of achieving the objectives of the training is proposed. Five steps are highlighted in the achievement of the learning goal: 1) mastering the conceptual framework, 2) assimilation of knowledge of a way of actions, 3) formation of ability, 4) formation of skill, 5) formation of ability to solve non-standard problems. Considering the obtained stages of formation of ability to carry out studied activities as levels of mastery of educational material, a scale of levels of mastery is obtained. The types of tasks in LMS Moodle are given, which can be used to monitor the achievement of the selected levels of learning material. This scale can be used to calculate the labour intensity of the student’s work during the mastering of educational material, to plan the curriculum, to form an individual training schedule.","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2020-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72508656","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of computer vision technologies for automatic data collection about emotions of students during group work 计算机视觉技术在学生小组作业情绪数据自动采集中的应用
IF 2.7 Q1 Social Sciences Pub Date : 2020-07-04 DOI: 10.32517/0234-0453-2020-35-5-56-63
R. Kupriyanov
Today the global scientific community is actively discussing the issues on the application of artificial intelligence in education. One of the least studied technologies in terms of its application in education is computer vision. The development and implementation of intelligent systems based on video analysis and machine learning algorithms provide new opportunities for teachers and staff of the educational organization administration to understand and transform the educational process. The article discusses the use of video analysis technologies from cameras with a 360-degree view to collect data on the emotional state of students during group work in the classroom. In the course of the described research, a software solution for automatic emotions data collection during students’ teamwork leaning was developed. This solution can be used for future research aimed at studying the impact of emotional state on students’ educational success. The results of the study can be used to form the research agenda of Russian universities in order to implement the objectives of the section “Education and personnel” of the program “Digital economy of the Russian Federation”, approved by the Government of the Russian Federation.
今天,全球科学界正在积极讨论人工智能在教育中的应用问题。在教育应用方面,研究最少的技术之一是计算机视觉。基于视频分析和机器学习算法的智能系统的开发和实现为教育组织管理的教师和工作人员理解和改变教育过程提供了新的机会。本文讨论了使用360度视角的摄像机视频分析技术来收集学生在课堂小组作业期间的情绪状态数据。在研究过程中,开发了一套学生团队合作学习过程中情绪数据自动采集的软件解决方案。该解决方案可用于未来旨在研究情绪状态对学生教育成功影响的研究。研究结果可用于形成俄罗斯大学的研究议程,以实现俄罗斯联邦政府批准的“俄罗斯联邦数字经济”计划中“教育和人员”部分的目标。
{"title":"Application of computer vision technologies for automatic data collection about emotions of students during group work","authors":"R. Kupriyanov","doi":"10.32517/0234-0453-2020-35-5-56-63","DOIUrl":"https://doi.org/10.32517/0234-0453-2020-35-5-56-63","url":null,"abstract":"Today the global scientific community is actively discussing the issues on the application of artificial intelligence in education. One of the least studied technologies in terms of its application in education is computer vision. The development and implementation of intelligent systems based on video analysis and machine learning algorithms provide new opportunities for teachers and staff of the educational organization administration to understand and transform the educational process. The article discusses the use of video analysis technologies from cameras with a 360-degree view to collect data on the emotional state of students during group work in the classroom. In the course of the described research, a software solution for automatic emotions data collection during students’ teamwork leaning was developed. This solution can be used for future research aimed at studying the impact of emotional state on students’ educational success. The results of the study can be used to form the research agenda of Russian universities in order to implement the objectives of the section “Education and personnel” of the program “Digital economy of the Russian Federation”, approved by the Government of the Russian Federation.","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2020-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82841177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The concept of the formation and development of a digital intellectual ecosystem of blended university learning 混合式大学学习数字智能生态系统的形成与发展概念
IF 2.7 Q1 Social Sciences Pub Date : 2020-07-04 DOI: 10.32517/0234-0453-2020-35-5-15-23
S. Grigoriev, R. Sabitov, G. Smirnova, S. Sabitov
The article proposes the concept of the formation and development of an adaptive ecosystem of university learning. The concept can allow not only to eliminate the shortcomings inherent in the distance education system, but also to create the basis for building a full-fledged educational technology. The basis for constructing such an ecosystem, in addition to purely didactic developments, can be modern achievements in the field of systems theory, digitalization and artificial intelligence. The education market is seriously affected by advances in artificial intelligence and the rapid development of Industry 4.0. It is also necessary to consider rather unpredictable natural disasters and pandemics. Under these conditions, the only way to maintain and strengthen their positions in the education market, which will rapidly change in the coming decades, is the transformation of processes within the framework of new technological trends and integrated network cluster ecosystems. Decentralized training and outsourcing can become two key functions for the successful application of artificial intelligence in education. Modeling, optimization and analytics of big data make it possible to form a complete set of technologies for creating an outsourcing network and digital educational chains, which allows us to identify the state model of all processes in real time. At each moment in time, the digital twin displays the status of outsourcing processes and educational chains with actual data on planning, preparing the necessary equipment, directly preparing educational programs, loading teachers, accounting and monitoring learning outcomes, etc. The digital twin can be used both for making decisions in real-time, and for forecasting and planning outsourcing. In fact, the university and the companies providing outsourcing services within the framework of this approach are integrated into a single mechanism for solving tasks of flexible individual training. Within the framework of the proposed approach, it is possible to build an educational university environment integrated with real objects of the economy of the territory, which is a component of the educational ecosystem. The concept under consideration allows predicting and planning the training of required specialists, since the model of its work is closely connected with enterprises in the real sector. This becomes possible due to the fact that training takes place according to flexible programs that reflect the ever-changing requirements of enterprises to the competencies of their employees. In fact, a university or a group of universities is becoming an essential component of territorial industrial clusters, which makes it possible to increase the efficiency and quality of specialist training and to quickly develop new curricula and courses that will quickly develop competencies demanded by the real sector of the economy. The use of artificial intelligence technology in combination with the capabilities of
本文提出了大学学习适应性生态系统形成与发展的概念。这一概念不仅可以消除远程教育系统固有的缺点,而且还可以为建立成熟的教育技术奠定基础。构建这样一个生态系统的基础,除了纯粹的教学发展之外,还可以是系统论、数字化和人工智能领域的现代成果。人工智能的进步和工业4.0的快速发展严重影响了教育市场。还必须考虑相当不可预测的自然灾害和流行病。在这种情况下,保持和加强其在未来几十年将迅速变化的教育市场中的地位的唯一方法是在新技术趋势和集成网络集群生态系统的框架内进行流程转型。分散培训和外包可以成为人工智能在教育中成功应用的两个关键功能。对大数据进行建模、优化和分析,形成外包网络和数字化教育链的一整套技术,实时识别各流程的状态模型。在每个时刻,数字孪生都会显示外包流程和教育链的状态,并提供有关计划,准备必要设备,直接准备教育计划,加载教师,会计和监控学习成果等的实际数据。数字孪生既可以用于实时决策,也可以用于预测和规划外包。事实上,在这种方法的框架内,大学和提供外包服务的公司被整合到一个单一的机制中,以解决灵活的个人培训任务。在拟议方法的框架内,有可能建立一个与该地区经济实体相结合的教育大学环境,这是教育生态系统的一个组成部分。正在审议的概念可以预测和规划所需专家的培训,因为其工作模式与实体部门的企业密切相关。这之所以成为可能,是因为培训是根据灵活的计划进行的,这些计划反映了企业对员工能力不断变化的要求。事实上,一所大学或一组大学正在成为领土工业集群的重要组成部分,这使得有可能提高专业培训的效率和质量,并迅速制定新的课程和课程,这些课程和课程将迅速发展实际经济部门所需的能力。人工智能技术与物联网的能力和主要业务流程的数字化相结合,实际上,通过类比大型部门系统形成企业的生态系统,提供了大学生态系统的功能和发展。
{"title":"The concept of the formation and development of a digital intellectual ecosystem of blended university learning","authors":"S. Grigoriev, R. Sabitov, G. Smirnova, S. Sabitov","doi":"10.32517/0234-0453-2020-35-5-15-23","DOIUrl":"https://doi.org/10.32517/0234-0453-2020-35-5-15-23","url":null,"abstract":"The article proposes the concept of the formation and development of an adaptive ecosystem of university learning. The concept can allow not only to eliminate the shortcomings inherent in the distance education system, but also to create the basis for building a full-fledged educational technology. The basis for constructing such an ecosystem, in addition to purely didactic developments, can be modern achievements in the field of systems theory, digitalization and artificial intelligence. The education market is seriously affected by advances in artificial intelligence and the rapid development of Industry 4.0. It is also necessary to consider rather unpredictable natural disasters and pandemics. Under these conditions, the only way to maintain and strengthen their positions in the education market, which will rapidly change in the coming decades, is the transformation of processes within the framework of new technological trends and integrated network cluster ecosystems. Decentralized training and outsourcing can become two key functions for the successful application of artificial intelligence in education. Modeling, optimization and analytics of big data make it possible to form a complete set of technologies for creating an outsourcing network and digital educational chains, which allows us to identify the state model of all processes in real time. At each moment in time, the digital twin displays the status of outsourcing processes and educational chains with actual data on planning, preparing the necessary equipment, directly preparing educational programs, loading teachers, accounting and monitoring learning outcomes, etc. The digital twin can be used both for making decisions in real-time, and for forecasting and planning outsourcing. In fact, the university and the companies providing outsourcing services within the framework of this approach are integrated into a single mechanism for solving tasks of flexible individual training. Within the framework of the proposed approach, it is possible to build an educational university environment integrated with real objects of the economy of the territory, which is a component of the educational ecosystem. The concept under consideration allows predicting and planning the training of required specialists, since the model of its work is closely connected with enterprises in the real sector. This becomes possible due to the fact that training takes place according to flexible programs that reflect the ever-changing requirements of enterprises to the competencies of their employees. In fact, a university or a group of universities is becoming an essential component of territorial industrial clusters, which makes it possible to increase the efficiency and quality of specialist training and to quickly develop new curricula and courses that will quickly develop competencies demanded by the real sector of the economy. The use of artificial intelligence technology in combination with the capabilities of","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2020-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84093697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Digital transformation of education: From changing funds to developing activities 教育的数字化转型:从改变资金到发展活动
IF 2.7 Q1 Social Sciences Pub Date : 2020-07-04 DOI: 10.32517/0234-0453-2020-35-5-4-14
P. Rabinovich, K. E. Zavedenskiy, M. E. Kushnir, Yu. E. Khramov, A. R. Melik-Parsadanov
The problem of distance between the processes of world transition to a new technological platform, information technologies, to the digital economy and digitalization of various spheres of activity, including education, on the one hand, and not sufficiently deep studies of the phenomenon of digital transformation, including the digital transformation of education, on the other hand, is studied. Lack of elaboration of the essence of digital transformation provokes the free and often marketing use of the concepts of digitalization, digital technologies, and digital transformation of education, and in practice leads to low efficiency of actions taken to implement projects and programs of digital transformation. The lack of strict assumptions leads to a lack of meanings, a multiple increase in the managerial and organizational complexity of implementing the actual practice of digital transformation in education, and as a result, there is an imitation or formal implementation of promising projects. The purpose of the study is to substantiate the General model of digital transformation and to specify it in relation to the digital transformation of education, demonstrating all the elements of the structure of the transformed object and the nature of the cardinal transformations. The hypothesis being tested — the transformation process covers not only the means of educational activity, in particular, digital technologies, but also other elements of it — the goal, object, subject, changing the essence of the educational activity itself, contrasting it with the processes of training and preparation. The system-based research methodology is used. Research methods: main — theoretical analysis and synthesis of existing scientific positions, observation of practical artifacts of digital transformation of education; accompanying — experimental method for testing the results of research. The main results were: distinguishing digital transformation projects, highlighting their unique properties and characteristics that differ from projects of optimization, improvement, development; substantiating the model of digital transformation of education, including proof that in the process of transformation, not only the means (digital technologies), but also the content of the educational process, its goals, subjects and methods of communication between them change dramatically. This suggests a new approach to changing the education process under the influence of digital transformation, its distance from the processes of education and training, which will become a starting point in the self-organization of teams of projects of digital transformation of education. The results will be useful to heads of education authorities at all levels, managers and development teams of educational organizations of basic and additional education, who are planning or implementing digital transformation projects.
一方面,世界向新的技术平台,信息技术,数字经济和包括教育在内的各个活动领域的数字化过渡的过程之间存在距离问题,另一方面,对包括教育的数字化转型在内的数字化转型现象的研究不够深入。缺乏对数字化转型本质的阐述,引发了对数字化、数字技术和教育数字化转型概念的自由使用和经常营销,并在实践中导致实施数字化转型项目和计划的行动效率低下。缺乏严格的假设导致缺乏意义,在教育中实施数字化转型的实际实践中,管理和组织的复杂性成倍增加,结果是对有前途的项目进行模仿或正式实施。本研究的目的是证实数字化转型的一般模型,并将其与教育的数字化转型联系起来,展示转型对象结构的所有要素和基本转型的性质。被检验的假设- - -转变过程不仅包括教育活动的手段,特别是数字技术,而且还包括它的其他要素- - -目标、对象、主体,改变了教育活动本身的本质,将其与训练和准备过程进行对比。采用基于系统的研究方法。研究方法:主要是理论分析和综合现有的科学立场,观察教育数字化转型的实践成果;检验研究结果的伴随实验方法。主要结果是:区分数字化转型项目,突出其区别于优化、改进、发展项目的独特属性和特征;实证教育数字化转型的模式,包括证明在转型过程中,不仅是手段(数字技术),而且教育过程的内容、目标、主体以及它们之间的交流方式都发生了巨大的变化。这为数字化转型影响下改变教育过程提供了一条新的途径,它与教育和培训过程的距离将成为教育数字化转型项目团队自组织的一个起点。这些结果将对各级教育主管部门的负责人、基础教育和附加教育教育组织的管理人员和开发团队有用,他们正在规划或实施数字化转型项目。
{"title":"Digital transformation of education: From changing funds to developing activities","authors":"P. Rabinovich, K. E. Zavedenskiy, M. E. Kushnir, Yu. E. Khramov, A. R. Melik-Parsadanov","doi":"10.32517/0234-0453-2020-35-5-4-14","DOIUrl":"https://doi.org/10.32517/0234-0453-2020-35-5-4-14","url":null,"abstract":"The problem of distance between the processes of world transition to a new technological platform, information technologies, to the digital economy and digitalization of various spheres of activity, including education, on the one hand, and not sufficiently deep studies of the phenomenon of digital transformation, including the digital transformation of education, on the other hand, is studied. Lack of elaboration of the essence of digital transformation provokes the free and often marketing use of the concepts of digitalization, digital technologies, and digital transformation of education, and in practice leads to low efficiency of actions taken to implement projects and programs of digital transformation. The lack of strict assumptions leads to a lack of meanings, a multiple increase in the managerial and organizational complexity of implementing the actual practice of digital transformation in education, and as a result, there is an imitation or formal implementation of promising projects. The purpose of the study is to substantiate the General model of digital transformation and to specify it in relation to the digital transformation of education, demonstrating all the elements of the structure of the transformed object and the nature of the cardinal transformations. The hypothesis being tested — the transformation process covers not only the means of educational activity, in particular, digital technologies, but also other elements of it — the goal, object, subject, changing the essence of the educational activity itself, contrasting it with the processes of training and preparation. The system-based research methodology is used. Research methods: main — theoretical analysis and synthesis of existing scientific positions, observation of practical artifacts of digital transformation of education; accompanying — experimental method for testing the results of research. The main results were: distinguishing digital transformation projects, highlighting their unique properties and characteristics that differ from projects of optimization, improvement, development; substantiating the model of digital transformation of education, including proof that in the process of transformation, not only the means (digital technologies), but also the content of the educational process, its goals, subjects and methods of communication between them change dramatically. This suggests a new approach to changing the education process under the influence of digital transformation, its distance from the processes of education and training, which will become a starting point in the self-organization of teams of projects of digital transformation of education. The results will be useful to heads of education authorities at all levels, managers and development teams of educational organizations of basic and additional education, who are planning or implementing digital transformation projects.","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2020-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82266966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
Qualimetric model of maturity of competencies for graduates of basic educational programs 基础教育专业毕业生胜任力成熟度的质量模型
IF 2.7 Q1 Social Sciences Pub Date : 2020-07-04 DOI: 10.32517/0234-0453-2020-35-5-24-32
S. Taranukha, A. Kuzmin, M. N. Saveleva
The rapid growth of education digitalization has significantly increased the role of the electronic information educational environment of educational organizations. It has become the basic tool for organizing, maintaining and administering the educational process. The electronic information educational environment of an educational organization should ensure the recording of the progress of the educational process and the results of mastering the main professional educational program, i. e. competencies, based on the results of intermediate certification carried out in the distance learning system integrated into the electronic information educational environment. The article considers the application of qualimetric approaches in the assessment of the quality of graduate competencies in the implementation of higher education programs in accordance with the Federal State Educational Standards of Higher Education 3++. The mathematical model of evaluation of the results of mastering the graduate program (competence forming) depending on the contribution of academic disciplines to the formation of each competence is proposed. Two methods of result evaluation are considered: as an arithmetic average and as a weighted value from the obtained evaluations in the disciplines forming this competency, as well as the possibility of monitoring the formation of competency in the process of mastering academic disciplines and entering the results of intermediate attestation into the electronic portfolio of the student. Assessment of the formation of competencies can be the next stage in the development of the student’s electronic portfolio, which is part of the electronic information educational environment.
教育数字化的快速发展,大大提高了电子信息教育环境对教育组织的作用。它已经成为组织、维护和管理教育过程的基本工具。教育机构的电子信息教育环境应确保记录教育过程的进展和掌握主要专业教育计划的结果,即能力,基于在集成到电子信息教育环境中的远程学习系统中进行的中间认证的结果。本文根据《高等教育联邦国家教育标准3.++》,探讨了在高等教育项目实施过程中,运用质量计量方法评估研究生能力质量的问题。根据学科对能力形成的贡献,提出了研究生课程掌握结果(能力形成)评价的数学模型。考虑了两种结果评价方法:对形成该胜任力的学科所获得的评价进行算术平均和加权值评价,以及在掌握学科的过程中监测胜任力形成的可能性,并将中间认证的结果输入到学生的电子档案中。能力形成的评估可能是学生电子档案发展的下一个阶段,这是电子信息教育环境的一部分。
{"title":"Qualimetric model of maturity of competencies for graduates of basic educational programs","authors":"S. Taranukha, A. Kuzmin, M. N. Saveleva","doi":"10.32517/0234-0453-2020-35-5-24-32","DOIUrl":"https://doi.org/10.32517/0234-0453-2020-35-5-24-32","url":null,"abstract":"The rapid growth of education digitalization has significantly increased the role of the electronic information educational environment of educational organizations. It has become the basic tool for organizing, maintaining and administering the educational process. The electronic information educational environment of an educational organization should ensure the recording of the progress of the educational process and the results of mastering the main professional educational program, i. e. competencies, based on the results of intermediate certification carried out in the distance learning system integrated into the electronic information educational environment. The article considers the application of qualimetric approaches in the assessment of the quality of graduate competencies in the implementation of higher education programs in accordance with the Federal State Educational Standards of Higher Education 3++. The mathematical model of evaluation of the results of mastering the graduate program (competence forming) depending on the contribution of academic disciplines to the formation of each competence is proposed. Two methods of result evaluation are considered: as an arithmetic average and as a weighted value from the obtained evaluations in the disciplines forming this competency, as well as the possibility of monitoring the formation of competency in the process of mastering academic disciplines and entering the results of intermediate attestation into the electronic portfolio of the student. Assessment of the formation of competencies can be the next stage in the development of the student’s electronic portfolio, which is part of the electronic information educational environment.","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2020-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88942286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
About the need to change the content of professional training of a future informatics teacher in artificial intelligence 关于人工智能领域未来信息学教师专业培训内容变化的必要性
IF 2.7 Q1 Social Sciences Pub Date : 2020-07-04 DOI: 10.32517/0234-0453-2020-35-4-12-26
K. V. Rozov
The article examines the current state of teacher training in artificial intelligence. The content of disciplines related to artificial intelligence included in the curricula of pedagogical universities of Russia is analyzed. The current trends in the selection of software tools used for developments in artificial intelligence technologies in Russia and abroad are considered. The objective of the article is to substantiate the need to review the content of the training of a future informatics teacher in artificial intelligence, taking into account current trends in the development of artificial intelligence technologies and the requirements of Federal State Educational Standards. From studying expert systems, the Prolog and Lisp languages, the author suggests moving on to studying modern tools for implementing artificial intelligence technologies using the Python programming language. The article provides the content of the discipline “Technology of Artificial Intelligence” proposed by the author, being tested at the Novosibirsk State Pedagogical University. Such a change in the content is intended to ensure the practical orientation of the educational process within the framework of the relevant discipline, to increase the competence of the future informatics teacher in the field of modern high tech information technologies, to promote the development of motivation to learn the current Python programming language, thereby increasing its competitiveness in the labor market.
本文考察了人工智能教师培训的现状。分析了俄罗斯师范大学课程中人工智能相关学科的内容。考虑了俄罗斯和国外用于人工智能技术发展的软件工具选择的当前趋势。本文的目的是在考虑到当前人工智能技术发展趋势和联邦州教育标准要求的情况下,证实审查未来人工智能信息学教师培训内容的必要性。从学习专家系统、Prolog和Lisp语言开始,作者建议继续学习使用Python编程语言实现人工智能技术的现代工具。文章提供了作者提出的在新西伯利亚国立师范大学进行测试的“人工智能技术”学科的内容。这样的内容变化旨在保证相关学科框架内教育过程的实践导向,提高未来信息学教师在现代高科技信息技术领域的能力,促进学习当前Python编程语言的动力发展,从而提高其在劳动力市场上的竞争力。
{"title":"About the need to change the content of professional training of a future informatics teacher in artificial intelligence","authors":"K. V. Rozov","doi":"10.32517/0234-0453-2020-35-4-12-26","DOIUrl":"https://doi.org/10.32517/0234-0453-2020-35-4-12-26","url":null,"abstract":"The article examines the current state of teacher training in artificial intelligence. The content of disciplines related to artificial intelligence included in the curricula of pedagogical universities of Russia is analyzed. The current trends in the selection of software tools used for developments in artificial intelligence technologies in Russia and abroad are considered. The objective of the article is to substantiate the need to review the content of the training of a future informatics teacher in artificial intelligence, taking into account current trends in the development of artificial intelligence technologies and the requirements of Federal State Educational Standards. From studying expert systems, the Prolog and Lisp languages, the author suggests moving on to studying modern tools for implementing artificial intelligence technologies using the Python programming language. The article provides the content of the discipline “Technology of Artificial Intelligence” proposed by the author, being tested at the Novosibirsk State Pedagogical University. Such a change in the content is intended to ensure the practical orientation of the educational process within the framework of the relevant discipline, to increase the competence of the future informatics teacher in the field of modern high tech information technologies, to promote the development of motivation to learn the current Python programming language, thereby increasing its competitiveness in the labor market.","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2020-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89777692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Modeling and development of a multi-agent space for the secondary school 中学多主体空间的建模与开发
IF 2.7 Q1 Social Sciences Pub Date : 2020-07-04 DOI: 10.32517/0234-0453-2020-35-4-53-62
I. Krasteva, T. Glushkova, S. Stoyanov
One of the guiding principles of the Fourth Industrial Revolution is the need for lifelong learning. This determines the growing role of intelligent educational systems to provide the necessary learning resources and services to users at any time and any place. This article presents the modeling and development of an intelligent multi-agent learning environment for the secondary school, developed by a team of the DeLC laboratory at the University of Plovdiv “Paisii Hilendarski”, Bulgaria. The learners are placed at the focus of the environment by personal assistants supporting work with the environment.
第四次工业革命的指导原则之一是终身学习的必要性。这决定了智能教育系统在任何时间、任何地点为用户提供必要的学习资源和服务的作用越来越大。本文介绍了保加利亚Plovdiv“Paisii Hilendarski”大学DeLC实验室的一个团队为中学开发的智能多代理学习环境的建模和开发。学习者被置于环境的焦点,由个人助理支持与环境一起工作。
{"title":"Modeling and development of a multi-agent space for the secondary school","authors":"I. Krasteva, T. Glushkova, S. Stoyanov","doi":"10.32517/0234-0453-2020-35-4-53-62","DOIUrl":"https://doi.org/10.32517/0234-0453-2020-35-4-53-62","url":null,"abstract":"One of the guiding principles of the Fourth Industrial Revolution is the need for lifelong learning. This determines the growing role of intelligent educational systems to provide the necessary learning resources and services to users at any time and any place. This article presents the modeling and development of an intelligent multi-agent learning environment for the secondary school, developed by a team of the DeLC laboratory at the University of Plovdiv “Paisii Hilendarski”, Bulgaria. The learners are placed at the focus of the environment by personal assistants supporting work with the environment.","PeriodicalId":45270,"journal":{"name":"Informatics in Education","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2020-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88644571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
期刊
Informatics in Education
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1