Reviewerly/exHarmony huggingface dataset:
Information transformation as the basis for probabilistic thinking development of biology students at a pedagogical university

In the conditions of an intensive information flow and the expansion of the authors rights, there has been a change in the ways of working with scientific texts, in filling them with meaning. Working on text transformation, in whatever forms it may take place, is the most important activity for mastering the scientific language. Sketching (the method of visual notes) can be successfully used in teaching at a higher school, since it stimulates the cognitive activity of students from understanding the authors intention of the text to its transformation and giving personal meaning. Sketching is a convenient tool for the perception and processing of scientific information. These are polycode texts in which information is transmitted by verbal and non-verbal figurative and pictorial means. It is also a method for rendering the content. These are also techniques for working with texts that make it easier for students to work with complex information (facilitate the perception and understanding of their content). This paper gives recommendations on the use of sketching for students to study texts on the history and methodology of biology. Mastering the basics of in-depth understanding and creative reproduction of the text, their repeated playback provides the basis for the development of the teachers professionalism.
Investigation of the efficiency of an interconnected convolutional neural network by classifying medical images

Convolutional Neural Network (CNN) for medical image classification has produced satisfying work [11,12,15].Several pretrained models such as VGG19 [17], InceptionV3 [18], and MobileNet [8] are architectures that can be relied on to design high accuracy classification models.This work investigates the performance of three pretrained models with two methods of training.The first method trains the model independently, meaning that each model is given an input and trained separately, then the best results are determined by majority voting.In the second method the three pretrained models are trained simultaneously as interconnected models.The interconnected model adopts an ensemble architecture as is shown in [7].By training multiple CNNs, this work gives optimum results compared to a single CNN.The difference is that the three subnetworks are trained simultaneously in an interconnected network and showing one expected result.* This work was supported by the construction EFOP-3.6.3-VEKOP-16-2017-00002.
Nikolay Khristovich Rozov

The article describes the creative activity of the outstanding scientist and pedagogue Nikolay Khristovich Rozov. The content of the work is based on personal memories, impressions of the author, reports of people who knew Nikolay Rozov and material used from open sources. There was a wide range of activities of Nikolay Rozov in science and education. The significant contribution of Nikolay Rozov in mathematics, pedagogy and methods of teaching mathematics, his outstanding organisational skills, which manifested themselves when opening mathematical schools for gifted children, under the leadership of the Institute of Pedagogic Education at Lomonosov Moscow State University, work in various publishing houses. The article tells about the help of Nikolay Rozov to classical universities in Russia to open specialties related to the teaching profession. The innovative ideas of the scientist about changing the content of the mathematics course in secondary school, teaching mathematics at the university and school are noted. The journalistic works of Nikolay Rozov, dedicated to fellow mathematicians, noted the scientist's gift as an orator and an excellent lecturer.
Healthcare Device for Smart Campus

An IOT based healthcare system can ensure better well-being of patients and condition of life especially in remote areas where there is no healthcare system.In this project, the vital signs of health like body temperature, pulse rate and oxygen level are measured using the sensors like LM35 and MAX30100, the measured data is sent over to the IOT cloud to get recorded history of the patient.An android app is also designed to display the current parameter values.We tried to proposed a model which is non-invasive in nature and can monitor the patient in remote area through sensor connected networks.The principle aim of this model is to provide healthcare facilities in Hospitals, Malls, Schools, Offices, Commercial & Residential Areas etc.
Commonly Reliable and Information Technology Solutions for the Campus Safety in modern world

The aim of the present paper is to present the commonly used reliable security solutions in the school or college premises. Students and teachers security at schools and colleges are of great concern for the management of schools and colleges. Many instances have been seen in colleges and schools where the students, staff have been beaten by the outside attackers or terrorists. To handle the situation, many colleges and schools have switched to the technology solutions. The common solutions and advances in the security system of the schools and colleges are presented in this paper.
A study of user experiences and network analysis on anonymity and traceability of bitcoin transactions

This paper investigates the anonymity of bitcoin transactions and significance of awareness of the technology by bitcoin users, alongside their experiences in tracing transactions.Bitcoin enables users to carry out transactions anonymously with the virtual currency without unveiling where the real-world source of the income has come from.These transactions may occur without revealing locations or any personal identifiable information of the person who is sending or receiving bitcoins.While there are existing surveys which test bitcoin users' awareness of the technology, they do not focus on bitcoin users' own experience using the technology in terms of tracing transactions and use of anti-forensic tools to increase the level of anonymity.This paper reports significance of users' opinions on traceability and anonymity of bitcoin transactions and compares users' viewpoints collected from a survey with experimental findings observed using network analysis tools.
THE ROLE OF SOCIAL NETWORKS IN IMPROVING MENTAL IMAGE OF PUBLIC RELATIONS DEPARTMENT IN SERVICE INSTITUTIONS – AN APPLY STUDY ON UBER AND CAREEM COMPANIES AS A MODEL –: دور شبكات التواصل الاجتماعي في تحسين الصورة الذهنية لإدارة العلاقات العامة في المؤسسات الخدمية – بالتطبيق على شركتي أوبر وكريم أنموذجا –

The study aimed to identify the role of social networks in the process of improving the mental image in service institutions، and to identify the methods of social marketing followed by the Department of Public Relations via social networks، and the degree of dependence on these networks and the extent of the impact of this dependence on the institution mental image. The researcher used the survey methodology to achieve the goal of the study، and she chose Uber and Careem Companies for transport services as a model for the study. The study’s sample consisted of (400) random Uber and Careem customers that represented Makkah and Madinah residents، and (30) non-random single samples of public relations practitioners in Uber and Careem. The period of time it took to apply the study’s tool extended between 01/10/2019 to 31/12/2019. The study reached to the following results: the existence of an effective relationship between the Department of Public Relations usage of social networks and the quality of its provided services، and the mental image، as both companies’ customers and public relations practitioners agreed upon. This means that the mental image is affected negatively or positively according to the services provided by Uber and Careem via social networks and the quality of such services. The results also showed that the mental image of Uber and Careem that the costumers form during the application period of the study was a positive mental image. It also proved that the provided services are affected by the customers’ formed mental image. In addition، the results proved the multiplicity of strategies and methods that the Public Relations Department relies upon to improve its mental image through social networks. A number of recommendations were presented based on the study’s results، one of these important recommendations is that the Department of Public Relations at Uber and Careem must take the social networks into consideration as the results demonstrated the ability of these networks to influence the mental image. They also have to raise the level of communication with the customers to ensure the preservation of their positive mental image. The study also recommended the importance of conducting more studies at the same subject due to the rapid development of modern means of communication.
Pengembangan Metode ISAKE Social Research Design

The purpose of this research development is expected to produce a product of social research methods: 1). Learning devices, 2). Learning assessment / evaluation guidelines, 3). Product social research methods, based on the identification of learning objectives by considering the curriculum that has been applied namely the development of material from the 2013 curriculum on the material "designing and conducting social research", social research methods focus on just one material, and cannot apply the same method to the material another lesson. Products that have been developed are then subjected to the process of expert validation, individual trials, small group tests and field tests. Based on these test results, social research methods are very valid, interesting, and effective can be applied in classroom learning. This can be seen from the results of the validation test with the level of product eligibility from each material expert 90%, effective products are used with an average percentage score of 91%. The results of small group product trials found 87% results and class trials were carried out after going through stages that were feasible to be applied in a classroom learning. The results of the pretest and posttest tests were found to be satisfactory with a value of 100%, which indicates that this product was able to boost student interest and learning outcomes in this case using the development product in the form of ISAKE social research methods in social research design materials. This method can also be used for a wider audience with adjustments, especially adjustments to the characteristics of students as users. Furthermore ISAKE's social research methods that have been developed can be integrated with the use of renewable information and communication technology
Activation Of The Creative Potential Of Students Using ICT In The Classes Of The Russian Language

This article introduces new modern information and communication tools in the development of students' interest in the subject of rustic science and creative abilities in modern education; examples from the author's experience of the effectiveness of the use of electronic applications are given.
Corrigendum: The Main Dimensions of Sport Personality Traits: A Lexical Approach

In the original article, there was a mistake in Tables 4 and 5 (and in Tables S4.1 through S4.6 in the Supplemental File) as published. Instead of using the natural logarithm (LN) to transform the odd ratios into Cohen’s d, the common logarithm (LOG) was used. Consequently, all estimates of Cohen's d in Tables 4 and 5 (and Supplemental Tables S4.1 through S4.6) are underestimates of the true values. The corrected Tables 4 and 5 (and Supplemental Tables S4.1 through S4.6) appear below. The authors apologize for this error and state that this does not change the scientific conclusions of the article in any way. The original article has been updated.
Bayesian Approach for Analyzing Computer Models using Gaussian Process Models.

Mathematical models, usually implemented in computer programs known as computer models, are widely used in all areas of science and technology to represent complex systems in the real world.However, computer models are often so complex in such that they require a long time in computer to be implemented.To solve this problem, a methodology has been developed that is based on building a statistical representation of a computer model, known as a Gaussian process model.As any statistical model, the Gaussian process model is based on some assumptions.Several validation methods have been used for checking the assumptions of the Gaussian process model to obtain the best probabilistic model as an alternative to the computer model.These validation methods are based on a comparison between the output of the computer model and the output of the Gaussian process model for some test data.In this work, we present the Bayesian approach for constructing a Gaussian process model.We also suggeste and compare validation methods that consider the correlation between the output of the computer model and the Gaussian process model predictions with those that do not consider the correlation between these data.We apply the Gaussian process model with the suggested validation methods to real data represented by the robot arm function.We have found that the methods that consider the correlation give more accurate and reliable results.We achieved the calculations using the R program.
ABOUT THE ROLE OF THE SCIENTIFIC METHOD IN THE SPECIALIZED SCIENCE EDUCATION

The main idea of the article is considered the role of the scientific method, which is defined in the Law of Ukraine “On Education” the type of specialized education – science education. The general understanding of the scientific method place in research activity, research competence and for development of pupils’ scientific thinking has been described. The main aim of the implementation concept of science education in education is to teach students to adapt to the ever-changing environment of life, work and study. This process should be based on the application of scientific methods and the development of scientific thinking of pupils. Scientific method ‒ is a cognition instrument, and the educational process is aimed on the one hand to acquire new knowledge, and on the other - to teach students how using and improving personal approach for the effective application of the scientific method in personal purpose. It has been described the value of research activity for further human competitiveness. The main tasks of education are not so much scientific research and the educational process as education through research. The result of such education is interpreted as the constant demand for a student as a specialist in the field of knowledge. In this way, the purpose of science education is the formation of student's research competence, which in turn is based on research activities for the effective implementation of which the student must be able to use scientific methods. Therefore, in order to model a student's research competence and basic competencies in science and technology, it is necessary, among other things, to learn how to use the scientific method as a tool of cognition.
E-Learning Implementation By Means Of The Digital Educational Environment Of The University

The article examines some of the pedagogical aspects of implementation of e-learning by means of the university digital educational environment, where the main components are digital educational resources posted in domestic Internet portals and author's digital educational materials that are used in the Master of education course program using blended learning technology "flipped class" based on educational platforms.We use the SKIF e-learning platform, where the author's digital educational resources are placed in the disciplines of the variable part of the educational program for Master program "Information and communication technologies in education" at Dagestan State Pedagogical University, which are also used by master's students of the program "Information and communication technologies in teaching foreign languages" at Novosibirsk State Pedagogical University.The author's online training course "Portal technologies in teacher education" is included in the variable part of the educational program "Information and communication technologies in education".The results of the experiment showed the effectiveness of this course, which was determined by effectiveness of the learned material.The average value of relative effectiveness of the learned material was 38.4 %.The paper presents the process of using mobile devices to assess knowledge of students after studying disciplines of the variable part of the educational program.iSpringQuizMaker is used as a module.The article presents various means of the digital educational environment, which provide assistance to future masters of pedagogical education during the course of scientific and pedagogical practice in educational organizations and during writing the final qualifying work (MSc Dissertation).
Environmental Responsibility Of Teacher: Professional Involvement In A Common Cause

The preamble to the Earth Charter affirms the shared responsibility of every citizen for the present and future well-being of humanity and life on Earth.Each person, regardless of any factors, criteria, must take on personal environmental responsibility and be guided by it in everyday life, in socially significant activities and other activities.Taking environmental responsibility, a person becomes involved in solving a problem on a planetary scale.Genuine environmental responsibility should act as an internal regulator of personality behaviour, including in the professional sphere.The essence of environmental responsibility, structure, and its qualitative indicators are different for representatives of different professions.This article examines the phenomenon of "ecological responsibility of a teacher" as a type of professional involvement in a common cause for the inhabitants of the planet -the creation of a community based on respect for nature and human rights.Purpose of the study follows: based on the study of literary sources, theoretical analysis, the method of logical generalizations and modelling, to determine the essence, content, functions of the teacher's environmental responsibility, criteria and levels of its formation, to present a graphic model of this category.
Genetic Types Of Rare Mineral Gold Of Western Uzbekistan (Southern Tien-Shan)

The work describes the genetic types and conditions for the localization of mineralization - individual deposits and ore occurrences. Also, the indicated mineralized zones, the conditions of occurrence of the mineralization, the geological-structural position and the peculiarities of the host complexes. Descriptions of promising tungsten, tin ore, polymetallic, mercury and other ore zones, which serve as a reserve in expanding the resource base in the Republic, are given. Tungsten, tin ore, and mercury mineralizations are characterized in somewhat more detail, since the latter in the region under study is often spatially associated with gold and forms mercury-antimony-polymetallic mineralization.
Formation Of Emotional Stability Of Teachers-Defectologists: Program, Results

The study is relevant due to an increasing number of risk factors affecting mental and physical well-being of all educational agents engaged in a special remedial environment.An evidence-based contribution to the objective factors concerned relies on some crucial principles, including humanism, voluntariness, confidentiality, responsibility, competence, consistency, regularity, involvement in activities, etc.The foregoing serves as a fundamental basis for a psychological and pedagogical program designed to facilitate the development of emotional stability in teachers-defectologists (10 classes for 10 weeks were conducted once a week and lasted 45 minutes).The participants were tested before and after the implementation of the program, based on the two techniques: "A Study of Emotionality" by V.М.Rusalov and "Characteristics of Emotionality" by E.P. Ilyin.The data were processed using the Wilcoxon T test (Temp fell into the rank of significance, hence, the hypothesis is accepted stating that the intensity of shifts towards an increase in the degree of emotional stability of teachers exceeds the intensity of shifts towards its decrease).The answers were obtained as to whether the level of competence exhibited by teachers-defectologists in relation to emotional stability has increased, whether emotional burnouts have reduced, whether self-regulation skills have been consolidated, and whether the level of psychological climate among the teaching staff has increased.
Semiparametric Bayesian Methods in Growth Curve Modeling for Nonnormal Data Analysis

Semiparametric Bayesian methods have been proposed in the literature for growth curve modeling to reduce the adverse effect of having nonnormal data. The normality assumption of measurement errors in traditional growth curve models was {replaced} by a random distribution with Dirichlet process mixture priors. However, both the random effects and measurement errors are equally likely to be nonnormal. Therefore, in this study, three types of robust distributional growth curve models are proposed from a semiparametric Bayesian perspective, in which random coefficients or measurement errors follow either normal distributions or unknown random distributions with Dirichlet process mixture priors. Based on a Monte Carlo simulation study, we evaluate the performance of the robust models and demonstrate that selecting an appropriate model for practical data analyses is very important, by comparing the three types of robust distributional models as well as the traditional growth curve models with the normality assumption. We also provide a straightforward strategy to select the appropriate model.
Shaping Pupils' Spirituality Through Creating Texts (Based On Mother Tongue Textbook Materials For 8th Grade)

The main purpose of creating texts in mother tongue lessons is to inculcate in the minds of pupils the ideas of national independence - to teach the next generation to be spiritually mature, patriotic, to look at their nation and national traditions, ancient values. It is the upbringing of a perfect and virtuous person who is able to preserve his ideals, who has mastered the science of maturity and eloquence.
Security and Privacy Preserving of Data using CP-ABE Scheme

Due to the rapid development of new technologies, data security is one of the big challenges in today's world. Particularly, in the healthcare field, a large amount of data is generated every day. To maintain the patient personal records by manually and handling them, is not very sure, and Also avoiding the paper-work in the health care industry is not a good practice. As more records are stored electronically they need security and confidentiality. Different methods were proposed to prevent both internal and external threats in the healthcare industry. In healthcare industries record are extremely sensitive; therefore requires more security and privacy when storing and sharing of those records. The security as well as the privacy of sensitive health records are the major challenges in health care industries. To prevent unauthorized access to the healthcare records the user should be authenticated to get access to the records. To secure the data, cryptography techniques are used. The first is symmetric key encryption techniques which use only one key for both encryption and decryption of the data. Their design simple but can be easily cracked by using brute force attacks. On the other hand, the second is asymmetric key encryption techniques which use a pair of keys, one for encryption, and the other for decryption, whose security is higher as compared to the symmetric key encryption ones but lack in time efficiency. In our proposed system different access control mechanisms are used to provide security and confidentiality on healthcare records.