Reviewerly/exHarmony huggingface dataset:
SpaceGeo_AR: augmented reality application for teaching and learning spatial geometry by deaf and non-deaf students

Objective: to present the SpaceGeo_AR application with augmented reality resources for teaching and learning spatial geometry aimed at deaf and non-deaf students. Methodology: the Heroku platform was used to program the application, a cloud system that allows the development of mobile applications through numerous resources of web technologies. Results: the application allows the registration of teachers and students, where the former has permissions to create, delete and edit classes and questionnaires, while the student is allowed access to the contents of Position Geometry (a chapter of Spatial Geometry), as well as how to answer questionnaires associated with this theme. Final considerations: applications to improve teaching and learning in the classroom have become a constant in an increasingly technological world, where augmented reality can help in this process, especially when considering Spatial Geometry, a topic strongly related to the three-dimensional. Another trend is the inclusion of people with disabilities in teaching processes, a feature that was also implemented in the application. With this, it is expected that the application can help deaf and non-deaf teachers and students with the learning of Position Geometry through the interactions that augmented reality allows to perform.
PERSONALLY-ORIENTED APPROACH FORMATION OF PROFESSIONAL RESPONSIBILITY FUTURE TEACHERS

This article reveals the essence of personal tentative approach in the process for formulate professional responsibility by future teachers and defines its features. The author reveals the essence of features of personal tentative teaching and actes of organization personal tentative approach in the teaching the course „Pedagogics”.
MEANING FORMATIONS OF A PERSON

Ihe author defines the conditions influences the system of a student's life values and suggests ways of their forming.
Transformer with Memory Replay

Transformers achieve state-of-the-art performance for natural language processing tasks by pre-training on large-scale text corpora. They are extremely compute-intensive and have very high sample complexity. Memory replay is a mechanism that remembers and reuses past examples by saving to and replaying from a memory buffer. It has been successfully used in reinforcement learning and GANs due to better sample efficiency. In this paper, we propose Transformer with Memory Replay, which integrates memory replay with transformer, making transformer more sample efficient. Experiments on GLUE and SQuAD benchmark datasets showed that Transformer with Memory Replay can achieve at least 1% point increase compared to the baseline transformer model when pre-trained with the same number of examples. Further, by adopting a careful design that reduces the wall-clock time overhead of memory replay, we also empirically achieve a better runtime efficiency.
WAYS OF IMPLEMENTATION OF AUTHOR'S EXPERIENCE SCHOOLS IN PROFESSIONAL TRAINING MUSIC TEACHER

In article the structure of semantic model of vocational I mining o f the teacher o f music is considered. The system of interactions o f components o f structure on a polyphonic basis is analyzed. Such spheres of polyphonic structure, as formationintegration knowledge, poly-art skills, complex feelings, personal senses come to light.
NON-STANDARD TASKS AS A MEANS OF ACTIVATION ACTIONS OF JUNIOR SCHOOLCHILDREN

The peculiarity o f using the utraditional tasks to activate junior pupils studying in innovation teaching technology are examined in the article.
A Graph Enhanced BERT Model for Event Prediction

Predicting the subsequent event for an existing event context is an important but challenging task, as it requires understanding the underlying relationship between events.Previous methods propose to retrieve relational features from event graph to enhance the modeling of event correlation.However, the sparsity of event graph may restrict the acquisition of relevant graph information, and hence influence the model performance.To address this issue, we consider automatically building of event graph using a BERT model.To this end, we incorporate an additional structured variable into BERT to learn to predict the event connections in the training process.Hence, in the test process, the connection relationship for unseen events can be predicted by the structured variable.Results on two event prediction tasks: script event prediction and story ending prediction, show that our approach can outperform state-of-the-art baseline methods.
On point estimators for Gamma and Beta distributions

Let $X_1,\ldots,X_n$ be a random sample from the Gamma distribution with density $f(x)=\lambda^{\alpha}x^{\alpha-1}e^{-\lambda x}/\Gamma(\alpha)$, $x>0$, where both $\alpha>0$ (the shape parameter) and $\lambda>0$ (the reciprocal scale parameter) are unknown. The main result shows that the uniformly minimum variance unbiased estimator (UMVUE) of the shape parameter, $\alpha$, exists if and only if $n\geq 4$; moreover, it has finite variance if and only if $n\geq 6$. More precisely, the form of the UMVUE is given for all parametric functions $\alpha$, $\lambda$, $1/\alpha$ and $1/\lambda$. Furthermore, a highly efficient estimating procedure for the two-parameter Beta distribution is also given. This is based on a Stein-type covariance identity for the Beta distribution, followed by an application of the theory of $U$-statistics and the delta-method. MSC: Primary 62F10; 62F12; Secondary 62E15. Key words and phrases: unbiased estimation; Gamma distribution; Beta distribution; Ye-Chen-type closed-form estimators; asymptotic efficiency; $U$-statistics; Stein-type covariance identity; delta-method.
Biometric Authentication

Progresses in the field of Information Technology likewise make Information Security an indivisible piece of it. To manage security, Authentication assumes a significant part. This paper presents a survey on the biometric confirmation strategies and some future conceivable outcomes in this field. In biometrics, an individual should be distinguished in view of some trademark physiological boundaries. A wide assortment of frameworks requires solid individual acknowledgment plans to either affirm or decide the character of an individual mentioning their administrations. The motivation behind such plans is to guarantee that the delivered administrations are gotten to simply by a real client, and not any other individual. By utilizing biometrics, it is feasible to affirm or lay out a singular's character. The place of biometrics in the current field of Security has been portrayed in this work. We have additionally illustrated conclusions about the convenience of biometric verification frameworks, correlation between various procedures and their benefits and inconveniences in this paper
A Hybrid K-Means Hierarchical Algorithm for Natural Disaster Mitigation Clustering

Cluster methods such as k-means have been widely used to group areas with a relatively equal number of disasters to determine areas prone to natural disasters. Nevertheless, it is difficult to obtain a homogeneous clustering result of the k-means method because this method is sensitive to a random selection of the centers of the cluster. This paper presents the result of a study that aimed to apply a proposed hybrid approach of the combined k-means algorithm and hierarchy to the clustering process of anticipation level datasets of natural disaster mitigation in Indonesia. This study also added keyword and disaster-type fields to provide additional information for a better clustering process. The clustering process produced three clusters for the anticipation level of natural disaster mitigation. Based on the validation from experts, 67 districts/cities (82.7%) fell into Cluster 1 (low anticipation), nine districts/cities (11.1%) were classified into Cluster 2 (medium), and the remaining five districts/cities (6.2%) were categorized in Cluster 3 (high anticipation). From the analysis of the calculation of the silhouette coefficient, the hybrid algorithm provided relatively homogeneous clustering results. Furthermore, applying the hybrid algorithm to the keyword segment and the type of disaster produced a homogeneous clustering as indicated by the calculated purity coefficient and the total purity values. Therefore, the proposed hybrid algorithm can provide relatively homogeneous clustering results in natural disaster mitigation.
DIFFERENT APPROACHES TO THE DEFINITION OF THE CONCEPT "INFORMATION CULTURE" IN SCIENTIFIC LITERATURE

The different methodological approaches for définition of the essence of the notion information culture are analyzed. The author gives his own définition of the sociocultural phenomenon.
DEVIENT BEHAVIOR AND PERSONALITY OF ADOLESCENT

The article are considered influence of crisis of teenage age on formation of the person of the teenager and social factors promoting deviation to behaviour.
A Detail Survey on QUIC and its Impact on Network Data Transmission

As the number of Internet users progressively increase, latency and speed have become significant concerns among netizens. To meet their demands, Google developed a novel network protocol named QUIC (Quick UDP Internet Connection 1) which is built on UDP. Recently, IETF (Internet Engineering Task Force) has been working towards standardising QUIC. Applications like YouTube, Gmail, Chrome, Instagram and Meta have already adopted QUIC as their default network protocol. Through this paper, a critical comparative study between the conventionally used TCP/IP and the now emerging QUIC in terms of connection establishment, speed, reliability and security has been conducted. The paper explains the header structure of TCP and also details the packet structure along with the method of encryption adopted in QUIC. This paper also presents a comprehensive analysis of the advantages and vulnerabilities of QUIC. Vulnerabilities along with their proposed solutions have been tabulated. QUIC has a lot of advantages, and with more research, it has the potential of becoming the future of network protocols.
A study on cyber financial frauds in the district of Jamtara, Jharkhand

The study has been undertaken to investigate the determination of digital financial fraud (cyber fraud) in Jamtara district of Jharkhand (the hub of cyber fraudsters) the basic tools &amp; techniques which are used by the offenders and to find out the socio-economic condition of their social life &amp; find the new challenging in cybercrime investigation and to find out the more secure way of digital financial flow, by using survey research method and work on secondary as well primary data which was related to this study, cybercrime especially financial fraud becomes the new challenging task for law enforcement agencies. Digital financial frauds are being within an undefined jurisdiction so it becomes more difficult to investigate the cases and due to other different public as well private sectors of service providers like the telecom companies and the banks are unable to make the defensive system for their customer also. This is the main reason for delays in cyber-related case investigation and a very low conviction rate in cyber-related cases.
Design and Implementation of Non-fixed Client Cloud Desktop Platform Based on Software-Defined Architecture

Aiming at the shortcomings in traditional cloud desktop access methods caused by the high coupling of hardware and software resources, this paper presents a non-fixed client cloud desktop access method that does not depend on the endpoint device and its operating system and application software. This method bases on customized network startup service and cloud desktop resource service with software-defined architecture. By booting the client system to the endpoint device, a cloud desktop platform is implemented, which separates the control path and data path and combines the endpoint device, unified manager, startup server, and cloud desktop resource server together organically. The result of partial renovation and testing of the school computer room shows that the platform has the advantages of low cost, good portability, good scalability, easy upgrade and maintenance, etc., and can effectively cope with the shortcomings of the current cloud desktop system.
DEVELOPMENT OF COMMUNICATIVE ABILITIES SCHOOLCHILDREN IN THE PROCESS OF USE SIMULATION-GAME TECHNOLOGIES IN LESSONS FOREIGN LANGUAGE

No abstract.
Comparative analysis of supplementary education organisations' promotion in the digital age

Our research aims to identify approaches to promoting further education resources. Staff development is the main indicator of employee productivity and a productive "motivation factor" of increasing work initiative, strengthening the personnel behind the enterprise. Modern production places high demands on working personnel and the system of their training and retraining in the conditions of market relations. In the process of scientific and technological progress, some specialties disappear, others arise. All this creates a need for the latest forms of training, retraining and advanced training of employees. In this regard, educational institutions are faced with the need to find potential clients who need to meet the need for professional growth. Competition between organizations in the education market has intensified due to the pandemic. All this makes it relevant to use modern technologies in attracting the attention of employers to the opportunities for retraining and advanced training in a particular educational organization.
CONFLICT OVERCOMING IN THE "TEACHER-STUDENT" SYSTEM BY MEANS HUMANISTIC APPROACH TO THE ORGANIZATION PEDAGOGICAL PROCESS

The possibilités of the humanistic approach to the organization of pedagogikal process in overcoming the conflict relations between the teacher and tne pupil are considered in this article.
The perception by young teachers of the image of a young teacher

In the analysis of the perception of the image of a young teacher are used the theory of positioning, the theory of pedagogy and the theory of leadership, the theory of innovation in education, the theory of perception. As part of the study, a public opinion survey was conducted among young Russian teachers, in the amount of 1200 respondents. As a result, the perception of a young teacher, the role of a young teacher in the education of students, the adaptation of a young teacher to a new environment, the influence of digital technologies on the teaching process of a young teacher were revealed. In the course of the study, the researchers identified competencies that in their opinion are necessary for a young teacher, such as: the ability to organize the learning process, the ability to properly handle children, the ability to self-development, the ability to work in multitasking mode.
Classification of physical examination indicators using multi-label classification model for mass spectrometry data

The abnormality of physical examination indexes is an essential basis for measuring the health of the human body and can help doctors make the medical diagnosis quickly. The purpose of this paper is to classify whether the physical examination indexes are abnormal or not using mass spectrometry data to assist in improving the diagnosis and identification of human system diseases. The MLSMOTE algorithm is used to solve the problem of imbalance of medical data sample categories in the experiment, and then a multi-label classification model is used to classify the data.
Art technologies in the development of students’ emotional intelligence

The article presents an overview of domestic research devoted to the development of students’ emotional intelligence by means of art technologies. The relevance of the problem of developing emotional intelligence in modern students is determined by the objectives of higher education. Despite the serious experience gained in Russia in the use of art in teaching and personal education, the active penetration of art technologies into the education system began to occur relatively recently, which explains the time frame of the review study – 2019–2021. The analysis was performed in December 2021 using the national bibliographic database of scientific citation. The research was conducted using such combinations of keywords as “emotional intelligence”, “development of emotional intelligence of students”, “art therapy”, “pedagogical art therapy”, “art technology”, “art therapy at the university” in Russian for the period of 2019–2021. Out of 902 publications devoted to art therapy, the problem of using art technologies in higher education, the development of emotional intelligence through art technologies, the authors selected 49 publications. The analysis of the selected publications showed that the problem of the development of emotional intelligence arouses increased interest among researchers. However, the development of emotional intelligence in students is not a priority. In the system of professional education, the topic of emotional intelligence is not given enough attention, which is unacceptable and does not meet the requirements for the level of training of modern specialists. In recent studies, the possibilities of using art technologies in the development of students’ emotional intelligence have not been sufficiently disclosed. There is a need for further development of a program for the development of students’ emotional intelligence, presentation and description of art therapy techniques and techniques, their place and role in the development of emotional intelligence. Undoubtedly, building up the evidence base and substantiating methods for verifying the effectiveness of various art technologies will be a promising direction.
CHARACTERISTICS OF STUDENTS' SELF-CONTROL AS COMPONENT OF EDUCATIONAL ACTIVITY

The article deals with the characteristic of the self-control ofpupils as a component of their instructional and cognitive activity, there are represented the kinds and the structural links of instructional self-control.
Introduction to GraphBLAS

This chapter describes the mathematical properties that have been developed since to support the GraphBLAS. It describes the key mathematical concepts of the GraphBLAS and presents preliminary results that show the overhead of the GraphBLAS is minimal. Matrix multiplication is the most important matrix operation and can be used to implement a wide range of graph algorithms. One of the most common uses of matrix multiplication is to construct an adjacency matrix from an incidence matrix representation of a graph. The GraphBLAS performance of sparse matrix sparse vector multiplication is similar toGunrock BFS performance. The similarity in performance indicates that the GraphBLAS is not introducing a high overhead. The GraphBLAS allows these matrix properties to be readily applied to graphs in a low-overhead manner.
Development of metacognitive competencies of students in the process of constructing mathematical problems for younger students

The article presents a description of the study of the effectiveness of methodological tools aimed at developing metacognitive competence in future elementary school teachers in the classroom on the methodology of teaching mathematics to younger students. The aim of the study is to empirically test the effectiveness of a set of methodological techniques used in the classroom on the methodology of teaching mathematics to future elementary school teachers as a means of developing their metacognitive competencies. The hypothesis of the study is the assumption that one of the effective means of developing metacognitive competencies in future elementary school teachers is special classes for compiling original scenarios of verbal mathematical problems for younger students. A professionally developed verbal composition of a mathematical problem sets the vector of mental activity for the younger student. It requires the developer to build a forecast of the child’s mental actions, determine algorithms and levels of difficulty in obtaining the right solution. The study used methods for testing students’ cognitive characteristics (intelligence) and peer review of their “metacognitive knowledge”, “metacognitive skills”, “metacognitive experience” and “metacognitive strategies”. The methodological solutions implemented in the classroom have shown their effectiveness. For the practice of preparing future primary school teachers, it is important that the well-organized development of compositions of textual mathematical problems for younger students is an effective means of developing their metacognitive competencies.
Smart Online Political Education in the era of New Media and considering block-chain for Person Verification

The contemporary society is in a period of great change, not only from the industrial society to the network society, but also from the primary stage of the network society to its higher level era. The development and change of social form put forward new requirements for the moral education quality of contemporary high school students, and promote new changes in the way of thinking and behavior of college students. This directly leads to the formation of ideological education process based on the reality of the university environment has been unable to meet the changing social requirements and educational needs in the network era. Block-chain is a kind of distributed ledger technology, which has evolved into a complete storage system relying on logic control functions such as smart contract. The changes of its classification, service mode and application requirements lead to the diversity of core technology forms. This paper proposes a network architecture with multi-modal representation, which supports full-scale definition and addressing routing, switching mode, interconnection mode, network element form, transmission protocol, etc. At the same time, this article discusses the architecture and model of the multi-modal intelligent network, and discusses its key technologies. The framework proposed in this article can provide a solution for the new network character education.
HUMANISTIC HARMONY OF EDUCATIONAL PROCESS - A RELIABLE BASIS OF DEVELOPMENT STUDENT PERSONALITIES

This work deals of the essence of harmony of the educational process as the reliable basis of the development of the person. The ways, conditions and technologies of its realization are shown.
PUBLIC CONSCIOUSNESS AS A COMPONENT FORMATION OF PROFESSIONAL VALUES OF STUDENT UNIVERSITY STUDENTS

The article is discovered content of the concept „civic consciousness” is defined the criterions and levels its forming. The initial level this quality is defined at students of the pedagogical university and correlation between the level forming of the civis consciousness and professional values of the future teacher.
Design of College Online Examination Platform based on SQL Server Database and Iris Verification

This article adopts the iris verification mode, uses ASP as the web page structure support, connects with the SQL Server database, and realizes the operation of adding, querying and modifying the test question database. This article focuses on the realization and application of the automatic test paper generation algorithm, and applies the automatic test paper generation algorithm of hybrid solution to this online examination system. This paper divides the design and implementation of the online examination system into the following stages: analyzing the actual design and research requirements, designing the corresponding software and database, planning and completing the system design and testing.