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Knowledge Mapping for the University: Analysis of Approaches and an Example of Its Use 大学知识图谱:方法分析及其使用实例
Open Education Pub Date : 2024-07-15 DOI: 10.21686/1818-4243-2024-3-12-24
T. A. Gavrilova, A. V. Kuznetsova, E. Y. Greenberg
{"title":"Knowledge Mapping for the University: Analysis of Approaches and an Example of Its Use","authors":"T. A. Gavrilova, A. V. Kuznetsova, E. Y. Greenberg","doi":"10.21686/1818-4243-2024-3-12-24","DOIUrl":"https://doi.org/10.21686/1818-4243-2024-3-12-24","url":null,"abstract":"The purpose of the article is to analyze the current research, development and application of knowledge maps for visualizing heterogeneous, disparate, and often hidden knowledge in universities, and discuss the features of the development of maps in higher education institutions.Materials and methods. The market for intellectual services is actively developing in Russia and worldwide, and the methods of express assessment of human capital are extremely relevant. The intellectual capital of universities is one of the most important assets in the dynamic market of educational and consulting services. Research institutes and universities are modern centers of knowledge and technology, where lecturers and researchers accumulate, transfer and produce knowledge, multiplying and replenishing explicit and implicit intellectual assets. Knowledge management helps educational and research organizations to solve the problems of managing intellectual capital, gain a competitive advantage, improve management efficiency, and reduce risks caused by the concentration of knowledge among a small number of experts. The article is devoted to the problem of analyzing new opportunities for promoting and monetizing the intellectual capital of universities through visualization and knowledge mapping. Knowledge maps of university lecturers are a relevant tool to improve the quality of research and marketing communications, as well as positioning in the market of consulting and intellectual services. Knowledge maps of educational institutions and research teams are of particular research interest, since there is no characteristic business desire to protect knowledge from transfer and reproduction in this field.The result of the study is a typology of knowledge maps, which helps to identify patterns, structures and elements necessary for the development of knowledge bases in universities. The authors based on the results of a pilot study give examples of specific maps. Based on an analysis of existing approaches to the typology of knowledge maps and Bloom’s taxonomy, a hierarchical model reflecting different levels of understanding when interpreting and using knowledge maps was developed. The main research methodology relies on fairly well developed and widely used in the world practice knowledge engineering methods – knowledge extraction, structuring and formalisation. A separate analysis of potential consumers (or stakeholders) of knowledge maps was carried out based on stakeholder theory.Conclusions. The article discusses the methodological aspects of the development and features of the practical application of knowledge maps in higher educational institutions. Knowledge analysis makes it possible to develop the organizational “memory” of a university, collecting strategic knowledge and identifying critical knowledge, and generally enriches the knowledge structure. Knowledge maps as a category of special visual tools used to analyze the knowledge and competencies of univ","PeriodicalId":514994,"journal":{"name":"Open Education","volume":"36 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141649058","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
Modeling the Contribution of Network Human Capital to Economic Dynamics and Innovation Activity 模拟网络人力资本对经济动态和创新活动的贡献
Open Education Pub Date : 2024-05-15 DOI: 10.21686/1818-4243-2024-2-4-12
N. Gabdullin, I. Kirshin
{"title":"Modeling the Contribution of Network Human Capital to Economic Dynamics and Innovation Activity","authors":"N. Gabdullin, I. Kirshin","doi":"10.21686/1818-4243-2024-2-4-12","DOIUrl":"https://doi.org/10.21686/1818-4243-2024-2-4-12","url":null,"abstract":"Purpose of the study. This article analyzes the contribution of network human capital to economic dynamics and innovation through econometric modeling based on data for 70 countries for 2020–2021. The main goal of the study is to analyze the relationship between network human capital, economic development and innovation activity.Materials and methods. The present study is based on feedback methodology. On the one hand, the development of human capital is a strategic factor in sustainable economic development. On the other hand, economic resources that increase under development conditions are invested in human capital. The authors have developed a two-stage method for assessing the contribution of network human capital to economic dynamics and the development of innovation. At the first stage, the influence of human capital on the factors of innovative development, assessed by the indexes of the Global Innovation Index (GII), was assessed. At the second stage, an assessment of the contribution of these factors to GDP per employee was modeled. The method was implemented through the development of econometric models that allow assessing the contributions of network human capital to economic dynamics based on the profile of the national economy and assessing the dependence of GDP per employee on the employment structure of the national economy.Results. Based on the results of econometric modeling, the impact of human capital accumulation on the innovative development of the economy was assessed. Statistically significant relationships between: an increase in human capital and the acceleration of the pace of development of new technologies and the knowledge economy; development of creative activity; increasing innovative ties have been identified and substantiated. Based on the modeling results, we empirically assessed, firstly, the contribution of network human capital to GDP per employee; secondly, the increasing contribution of new industries to GDP per employee and the decreasing contribution of traditional industries (using the example of agriculture); thirdly, the more significant contribution of those employed in IT compared to the contribution of those employed in education and healthcare to GDP per employee.Conclusion. The results of the modeling proved that network human capital influences economic growth and innovative development through two mechanisms. Firstly, network human capital is directly involved in the production processes of the platform economy as a factor of production. In this sense, the accumulation of network human capital directly increases aggregate output. Secondly, the accumulation of network human capital has a positive effect on classical factors of production and, in particular, contributes to technological progress.","PeriodicalId":514994,"journal":{"name":"Open Education","volume":"142 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140976504","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
Software Implementation of the Epps-Pulley Criterion in Matlab Modeling Environment Matlab 建模环境中 Epps-Pulley 准则的软件实现
Open Education Pub Date : 2024-05-15 DOI: 10.21686/1818-4243-2024-2-59-72
A. A. Tipikin, A. A. Prusakov, N. A. Timoshenko
{"title":"Software Implementation of the Epps-Pulley Criterion in Matlab Modeling Environment","authors":"A. A. Tipikin, A. A. Prusakov, N. A. Timoshenko","doi":"10.21686/1818-4243-2024-2-59-72","DOIUrl":"https://doi.org/10.21686/1818-4243-2024-2-59-72","url":null,"abstract":"Purpose. Modeling systems and programming platforms provide ample opportunities for the use of statistical tools in research activities. Since the normal distribution is one of the most common distribution laws, the criterion for checking the sample for normality is in high demand among statistical assessment tools, among which the Epps-Pulley test has the status as one of the most powerful tests to check the deviation of the distribution from the normal one. There are a number of implementations of this test in the R and Python languages. However, this test is not implemented in one of the most popular Matlab modeling software. Thus, the purpose of this study is to develop a software implementation of the Epps-Pulley criterion in the Matlab environment and verify the correctness of the performed calculations.Materials and Methods. We implemented the calculation of Epps-Pulley statistics by two methods – classical, using cycles, and matrix-vector, using linear algebra operations. The classical method requires calculating the intermediate values necessary to obtain the criterion statistics using two independent cycles, the second cycle being a double one, in which one cycle is nested into the other. The matrix-vector method requires fewer code by performing calculations using linear algebra operations on matrices and vectors. We obtained critical statistical values for the sample size from 8 to 1000 observations with two-dimensional linear interpolation of tabular values. We used an approximation by a beta function of the third kind for a sample of over 1000 elements.Results. An assessment of the computational efficiency of the methods showed that the cyclic approach is about three times higher than the matrix-vector approach in terms of consumed time, which is presumably due to the processing of insignificant elements in triangular matrices when performing component-by-component operations. The correctness of the software implementation of the Epps-Pulley criterion was tested on several examples, which confirmed the compliance of the calculated values of the criterion statistics, as well as the critical values of statistics, with known data. We carried out a criterion statistical evaluation based on the empirical values of the error of the first kind. We obtained the error values correspondence to the specified significance levels. We performed comparative estimates of the Epps-Pulley test with the Anders-Darling and Shapiro-Wilk tests in terms of the criterion empirical power and tabulated the evaluation results. We published the software implementation of the Epps-Pulley test on the MATLAB Central Internet resource and for free use.Conclusion. We developed software implementation of the Epps-Pulley criterion as a new research tool that was previously unavailable in the Matlab modeling environment. We used the time spent on calculations to make a reasonable choice of the calculation algorithm for the criterion statistics. We confirmed correctnes","PeriodicalId":514994,"journal":{"name":"Open Education","volume":"128 46","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140977271","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
Methodology of Organizing and Conducting Distance Olympiads in Korean as a Second Foreign Language in the Process of Professional Training of Future Foreign Language Teachers 在未来外语教师专业培训过程中组织和举办韩语作为第二外语的远程奥林匹克竞赛的方法论
Open Education Pub Date : 2024-05-15 DOI: 10.21686/1818-4243-2024-2-38-49
I. Yu. Larionova
{"title":"Methodology of Organizing and Conducting Distance Olympiads in Korean as a Second Foreign Language in the Process of Professional Training of Future Foreign Language Teachers","authors":"I. Yu. Larionova","doi":"10.21686/1818-4243-2024-2-38-49","DOIUrl":"https://doi.org/10.21686/1818-4243-2024-2-38-49","url":null,"abstract":"In this article, the author presents the methodology of organizing and conducting distance Olympiads in Korean as a second foreign language in the process of professional training of foreign language teachers.The purpose of the study is to examine specifics of second foreign language distance Olympiads organization in the context of professional training, main objectives of the Korean language Olympiad (increasing motivation, interest in learning Korean, exposure to Korean culture, etc.), and to analyze the main requirements for distance Olympiad tasks of the first round (tests), and tasks of the second round, which are aimed to identify the level of communication abilities. Interview, testing and observation are used as the main methods of research.Results. The methodology proposed by the author was tested in groups of 3–4 year students of Sarsen Amanzholov East Kazakhstan University (educational program 6B01703 foreign language: two foreign languages). The article presents analysis of the distance Olympiad’s results, examples of tasks for each round and the main criteria for evaluating the tasks. The requirements to the second foreign language Olympiad tasks implied: possibility of mass coverage of students with Olympiad tasks; compliance of the tasks with the curriculum; time limit; relying on the students’ experience, including their native language skills and abilities; increasing tasks complexity; variety of tasks forms and content, the tasks contents and novelty; problem nature tasks to stimulate students thinking, language guess; using authentic material for the Olympiad tasks; the use of local history and extralinguistic material. The general complexity of the tasks, and difficulties associated with the nature of the linguistic material were also taken into account.Conclusion. According to the results of the experimental work, the author comes to the following conclusion: the leading principle of organizing distance Olympiads assumes that the university faculty will be focused on the timely identification of the future teachers’ interest to the Korean language, their involvement in preparation for the Olympiad, thus forming their interest in Korean culture and language. Olympiad assignments should be creative so that students learn to find their own ways of solving problems and develop self-education skills. Participation in the Olympiad increases students’ learning motivation, broadens their horizons, and develops their ability to express their opinions. The variety of requirements to the work of participants makes the assessment of each member of the jury quite subjective, but the collective nature of the evaluation procedure ensures correctness and objectivity of the final decision, allows participants to familiarize with the results of their work and consider appeals after each round of the Olympiad participants.","PeriodicalId":514994,"journal":{"name":"Open Education","volume":"46 19","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140975574","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
Designing the Main Professional Educational Programs of Higher Education of Several Qualifications 设计多种学历高等教育的主要专业教育计划
Open Education Pub Date : 2024-03-05 DOI: 10.21686/1818-4243-2024-1-44-53
Sergey V. Vishnyakov, Andrey N. Rogalev, Tatyana A. Shindina
{"title":"Designing the Main Professional Educational Programs of Higher Education of Several Qualifications","authors":"Sergey V. Vishnyakov, Andrey N. Rogalev, Tatyana A. Shindina","doi":"10.21686/1818-4243-2024-1-44-53","DOIUrl":"https://doi.org/10.21686/1818-4243-2024-1-44-53","url":null,"abstract":"","PeriodicalId":514994,"journal":{"name":"Open Education","volume":"120 37","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140079431","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
Integration of the Digital Space of the University Using the Implementation of Personal Accounts of Students, Lecturers and Applicants 利用学生、讲师和申请人的个人账户实现大学数字空间的整合
Open Education Pub Date : 2024-03-05 DOI: 10.21686/1818-4243-2024-1-35-43
T. M. Shamsutdinova
{"title":"Integration of the Digital Space of the University Using the Implementation of Personal Accounts of Students, Lecturers and Applicants","authors":"T. M. Shamsutdinova","doi":"10.21686/1818-4243-2024-1-35-43","DOIUrl":"https://doi.org/10.21686/1818-4243-2024-1-35-43","url":null,"abstract":"","PeriodicalId":514994,"journal":{"name":"Open Education","volume":"16 24","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140264286","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
Diagnostics of Structural Thinking of Bachelors of Pedagogical Education as a Universal Pedagogical Competence 教育学学士的结构性思维诊断作为一种通用的教育学能力
Open Education Pub Date : 2024-03-05 DOI: 10.21686/1818-4243-2024-1-54-60
D. Barkhatova, Daria S. Grushentseva
{"title":"Diagnostics of Structural Thinking of Bachelors of Pedagogical Education as a Universal Pedagogical Competence","authors":"D. Barkhatova, Daria S. Grushentseva","doi":"10.21686/1818-4243-2024-1-54-60","DOIUrl":"https://doi.org/10.21686/1818-4243-2024-1-54-60","url":null,"abstract":"","PeriodicalId":514994,"journal":{"name":"Open Education","volume":"33 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140265187","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
Using A Neural Network to Generate Images When Teaching Students to Develop an Alternative Text 在教学生编写另类文本时使用神经网络生成图像
Open Education Pub Date : 2024-03-04 DOI: 10.21686/1818-4243-2024-1-9-20
Y. Kosova, K. I. Redkokosh, Pavel O. Mikheyev
{"title":"Using A Neural Network to Generate Images When Teaching Students to Develop an Alternative Text","authors":"Y. Kosova, K. I. Redkokosh, Pavel O. Mikheyev","doi":"10.21686/1818-4243-2024-1-9-20","DOIUrl":"https://doi.org/10.21686/1818-4243-2024-1-9-20","url":null,"abstract":"","PeriodicalId":514994,"journal":{"name":"Open Education","volume":"23 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140265980","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
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