Reviewerly/exHarmony huggingface dataset:
Security System Uses CCTV Camera as Facial Image Recognition using Face-API

Security is a problem that cannot be separated from human life.Whether at home, on the go or at work.Currently, many implementations have been tried for security, especially in accessing a place or room.Several ways to ensure security, especially for people who are not supposed to be in certain places, are to limit the access rights of a person or group of people by giving keys, cards or pins to certain people using various technologies.CCTV cameras or Close Circuit Television can be used to monitor security.However, CCTV for monitoring security is still considered ineffective if there is an intrusion in a room, house, office or certain place because there must be an operator watching.This study aims to produce a system that will be used to recognize someone from their face so that it can be known and verified whether the person is registered and has access rights or is in a certain room and location without having to always be supervised by an operator.The method used is the javaScript module, namely face-api.js in the form of an open source machine learning framework with varying facial recognition test results, especially at distances above 300 cm.The decrease occurs varies, at a distance of 350 cm one face has 60% accuracy, at a distance of 400 cm the accuracy is only 50%.On 2 faces at the same time the accuracy level on the first face is 350 cm the accuracy level is 70% and the second face is 60%, at a distance of 400 cm the accuracy level on the first face is 50% and the second face is 90%.
Role of Smartphones to Support EFL Students English Learning at Border Area

The emergence of the covid-19 outbreak has affected the educational system in Indonesia. The learning process which used to be carried out via face-to-face interaction, needs to be altered to an online way. Because of that, the role of smartphones is very important in learning activities that must be undertaken online. As a place for ongoing learning, the role of smartphones is now widely used to support online learning systems. Hence, this study aims at examining the role of smartphones in the online learning of EFL students at the University of Timor as well as figuring out problems encountered by the subject of the study. In procuring data, the researchers employed a qualitative method. The data was collected from a questionnaire with 21 responses from EFL students from Timor University. Additionally, the researchers also employed interviews and participant observation to enrich the required data. The product of the research indicated that almost all of the students, which was 20 out of 21 (90%) avowed that smartphones gave them benefits especially dealing with their portability. Moreover, the students mentioned running out of credits, dreadful internet connection as well as plenty of distraction coming from social media notifications as existing problems they met while operating smartphones for online learning. Thus, the study results also delineated that smartphones use in online learning during the pandemic was very high and pivotal.
PRODUCING DIGITAL MAPS FOR THE DISTRIBUTION OF MINERALS IN IRAQ USING GEOGRAPHIC INFORMATION SYSTEMS (GIS)

Considering the huge amount of information, it becomes so difficult to deal with and understand only in condition they were organized, classified and saved as data base that can be deal with automatically and to make use of it without interfering with its meaning and significance. Here comes the need to invent new methods and systems to save such information and deal with. An example of such systems is Management Information System and Geographic Information System. The ability of geographic information systems to prepare the geographic database and represent it as digital maps is verified by processing mineral data. This research aims to produce digital maps of mineral materials in Iraq by converting a paper map (geological map) at a scale (1:1000000) into a digital map using the survey process and modifying the coordinate system for this map using the georeferencing process. Then the layers are extracted from this map using the digitization process, and these layers are represented, and the proportion of these materials on these layers is represented as a circular sector. The purpose of a geodatabase is to create features in GIS datasets and to determine the relationship between features that are shown on maps as layers, where each layer represents a specific type of feature that was used for spatial analysis.
Exploring Senior High Schoolers’ Inhibiting Factors in English Writing Activities

This explanatory sequential mixed method study aims to determine the students’ attitudes toward the main inhibiting factor of English writing activity and skill development supported by the teacher’s perception. Beyond writing being one of the most complex languages and communication skills to be mastered, the success or failure of students in writing could also be influenced by various factors. This study discusses five factors: affective factor, writing apprehension, linguistic factor, writer’s block, and tactical factor. The eleventh-grade students and a senior English teacher of one public school in Malang became the participants in the study. This study has two types of data: qualitative and quantitative. The quantitative data are collected first, then qualitative data to support explaining or elaborate on the quantitative result. This research uses two instruments: 1) a closed-ended questionnaire to obtain quantitative data on learners’ perceptions, and 2) a semi-structured interview to draw the teacher’s perspective. The qualitative data analysis was conducted using statistical analysis and supported by statistical software, SPSS. A descriptive analysis was applied to analyze and describe the qualitative data. The main inhibiting factor in English writing activity faced by the eleventh graders of Senior High school 1 Malang was the writer’s block factor related to students’ motivational block at the beginning or during the writing process and their difficulties in developing and connecting different ideas.
The Reve’s Puzzle with single relaxation of the Divine rule

This paper proposes a new version of the Reve’s puzzle, allowing at most one violation of the “divine rule”. Letting S(n) be the minimum number of moves required to solve the problem with n(³ 1) discs, an scheme is given to find the dynamic programming equation satisfied by S(n). A closed- form expression of S(n) is derived. J. Bangladesh Acad. Sci. 46(2); 213-217 December 2022
Administrative Reinforcement and its Impact on Creative Behavior: The Mediating Role of the Organizational Climate During the Period of the Corona Pandemic among Faculty Members at Zarqa University – Jordan

This study aims to identify the impact of Administrative Reinforcement on Creative Behavior in the presence of the mediating variable (organizational climate) during the Corona Pandemic period. The study population included faculty members at Zarqa University. (200) questionnaires were distributed to a convenient sample, 161 questionnaires were retrieved with a retrieval rate of (80.5%), and the number of valid questionnaires for the analysis was (122) (75.7%) of the retrieved questionnaires. The results of the study showed that Administrative Reinforcement has a positive impact and statistical significance on Creative Behavior, the mediating variable "Organizational Climate" has a medium impact in improving creative behavior, while it had no impact as a mediating variable between Administrative Reinforcement and Creative Behavior. One of the most important recommendations made by the study is the need for the institution to adopt the strengthening approach as a development plan in the field of training based on enhancing the strength points of university employees and integrating face-to-face education, if possible, with distance learning because of its ability to raise the quality of education and encourage creative behavior, with improvement in the success factors of distance learning to meet the current conditions, as an alternative plan for face-to-face education.
The Effects of Recruitment, Selection, and Training Practices on Employee Performance in the Construction and Related Industries

The human resource management of a company is important in today's competitive business environment because employees are the support of the company. The performance of employees is crucial to the success of any corporation. Therefore, this study aims to identify the factors that contribute to better employee performance (EP). In this study, recruitment, selection, and training strategies are examined for their influence on EP in the UAE public sector, including the construction and related industries. Researchers used a structured questionnaire, a deductive approach, and a survey strategy to conduct the research. In this quantitative study, cross-sectional data was collected using the mono method. A sample size of 151 employees from the UAE public sector was used for this study. SPSS (statistical software) has been used to analyze the collected data. The analysis of the study confirmed a direct positive link between recruitment procedure (RP), effective selection (ES), training, and EP. The outcomes also showed a robust effect of ES on EP. In UAE public-sector corporations, training appears to be the least significant factor influencing EP. Public sector employers, such as construction and related industries in the UAE, should consider the significance and selection of enhanced EP. Doi: 10.28991/CEJ-2022-08-12-012 Full Text: PDF
The Impact of the Application of the Total Quality Management System on Performance (An Empirical Study on the Ministry of Hajj and Umrah)

The purpose of the study is to show the reality of the applying the quality management system through the following: Administrative Participation, Accountability and Transparency, Delegation of Authority, Decentralization, and Optimization), and its impact on performance in the Ministry of Hajj and Umrah. To achieve the goal of the study, we made a questionnaire consisting in its final form (45) paragraphs divided into four axes. It made sure from its stabile and honesty. The study population consisted of workers in the Ministry of Hajj and Umrah in the Makkah region. The study sample consisted of (100) workers who were randomly selected from the original study population. The results of the study showed the lack of necessary information and data impedes the implementation and application of total quality requirements in the ministry, the lack of clarity and ambiguity in the Ministry's total quality strategies, and the weak participation of the competent department in the ministry in research centers and studies related to total quality globally and locally. The results of the study showed that there were statistically significant differences at the significance level of (0.05) or less in the attitudes of the study sample members about: the principle of administrative participation, the principle of accountability and transparency, and the principle of delegation of authority. In viewing the results that reach through the study, it can make a range of recommendations including the need to put an appropriate strategy for the employees of the Ministry of Hajj and Umrah and work on the participation of managers in it, present it to the workers and clarify it to them, work to implement it in the required time, and provide training workshops or training laboratories in the Ministry of Hajj and Umrah on total quality.
Implementasi Data Mining Menggunakan Algoritma C4.5 pada Klasifikasi Penjualan Hijab

Indonesia is known as a country with a majority Muslim population, this makes the need for clothing in Indonesia must also pay attention to the criteria for Muslim clothing, one of which is the hijab. Business developments in the fashion world, especially hijab, have become a trend setter at this time so that the large amount of data in the fashion business world creates conditions where there are businesspeople who have a lot of data but lack of information from that data. To deal with these conditions, it is necessary to classify the data. A classification is a process to find the same properties in a data set to be classified into different classes. One of the classification methods is the Decision tree using the C4.5 Algorithm. This research aims to determine the model and the accuracy of the C4.5 algorithm in classifying hijab sales from several hijab brands. The Decision tree model is obtained using the C4.5 algorithm with the first root being the price attribute, where the first root is the attribute that most affected the sale of the hijab. The result of calculating the accuracy value is 87% so that the Decision tree model and the classification process using the C4.5 Algorithm are classified as good. This research is expected to help businesspeople in the fashion sector, especially hijab, to find out the factors that influence consumer interest in a hijab product.
About the Content of Educational Research in Mathematics in the Framework of Educational Practices for Obtaining Primary Skills of Research Work

The article is devoted to the problem of structuring and filling the content of educational research for educational practices for obtaining primary skills of research work, which are carried out during the preparation of a mathematics teacher. The emphasis is placed on the content component of educational research. It is shown that the lack of purposeful work on the development of methodological knowledge both in the field of mathematics and in the field of teaching methods does not have a positive effect on the development of research methods. The results of research on the stages of assimilation of research methods are presented. Examples of the content of educational tasks are given, by means of which students / undergraduates are introduced into a state of independent scientific search. The novelty of the proposed solution lies in the idea of the influence of a systematic approach in the organization of educational research within the framework of practices for obtaining primary skills of research work on the final results of the functioning of this system. The arguments of the direct influence of the developed system of practices on the effectiveness of the organized educational process are presented.
Integration of Psychological, Pedagogical and Special Training of a Teacher-Choreographer in the Educational Process of a Pedagogical University

The article deals with the problem of integration and adaptation of the disciplines of the psychological, pedagogical and subject blocks in the process of preparing a teacher-choreographer in a pedagogical university. The concept of “integrationˮ in science has been clarified. A theoretical substantiation of the importance of having the psychological and pedagogical training of a teacher-choreographer equally with special training, as a single educational process in a pedagogical university, is given. The characteristics of these two areas of training are given and the need for their interdisciplinary connection is argued. As a result of scientific and theoretical analysis, it was concluded that the educational process in a pedagogical university and in modern social conditions cannot be limited to borrowing the cultural component from universities of culture and art, and the pedagogical component remains identical to non-creative teachers, therefore, a detailed study of the methodological part is relevant. the issue of integration of psychological, pedagogical and special training in relation to the choreography teacher. At the same time, it is noted that the integration in the educational process of a teacher-choreographer in a pedagogical university is a process, and the result of this process is the ability of a specialist to adapt and apply the means and methods of general pedagogy and psychology in practical choreographic activities.
Spin Boltzmann machine

Boltzmann machine (BM) is a recurrent network, which has a wide range of applications in machine learning (ML) including dimensionality reduction, feature learning and classification.Standard BM is described by the Ising model and can be implemented as a spin ice based device.Such hardware implementation is faster and more energy efficient than a simulation on digital computers.At the moment, a hardware BM is a single purpose device designed on digital computers for a specific task.In the paper we propose a generalized BM capable of fitting parameters by demonstration of training examples, which is done completely inside the spintronic device.Our generalization is based on the Heisenberg model, which is more accurate than the Ising model for spin ice.We show that for some systems minimization of Kullback-Leibler divergence during training of BM is equivalent to minimization of free energy with respect to the biases of the units, hence training of the ML model can be done by energy dissipation.We include the biases as degrees of freedom of the device, whose dynamics is described by the same Landau-Lifschitz-Gilbert equation as for spins representing units of BM.The demonstration of samples from the training set is done by fixing inputs and outputs according to ground truth.The training samples are remembered by the machine becoming minima on the energy landscape implementing a kind of long-term potentiation.The performance of the proposed machine is compared with a single layer perceptron artificial neural network and with a Bernoulli restricted BM on a binary classification problem.
Scientific and Methodological Support of the Educational Activities of the Teacher

The article is written on the basis of the analysis of materials of professional competitions on the example of Novosibirsk, participation in the program of Interregional Pedagogical Scientific and Practical Gatherings “Synthesis-Schoolˮ (Ulyanovsk), observation of the practice of educational activities. The key condition for solving the problems facing the modern education system is the development of the teacherʼs professional competence. Readiness for educational activities is the most important component of professional competence. Consequently, the content of the scientific and methodological support of the teacherʼs educational activities is updated at a new level. The object of the analysis was the process of scientific and methodological support of the educational activities of teachers, the subject of the analysis were directions, examples of practices of scientific and methodological support of the educational activities of teachers. The purpose of the article is to identify directions, trends and deficiencies in the scientific and methodological support of the educational activities of teachers
PENGEMBANGAN MEDIA PEMBELAJARAN BAHASA DAN SASTRA INDONESIA MENGGUNAKAN APLIKASI CANVA TINGKAT SD/MI

Indonesian is a compulsory subject, whether it is implemented in elementary, junior high, and high school, as well as in universities, always at the education level. Language is a collection of meaningful words, or meanings derived from words. The use of learning media will make it easier for students to understand and learn. The method or steps used in this research is a qualitative descriptive method, with the following techniques: Analysis of results. The analytical aspects are fluency, flexibility, Originality and exposition. The research was carried out in two cycles. Learning to present materials for writing and designing curriculum vitae and job application letters using the Canva Cycle 1 application is carried out in one meeting.
The Effect of E-Learning-Based Videoscribe Media Implementation on Thematic Learning Outcomes in Grade V Students of Madrasah Ibtidaiyah

This research is motivated by the existence of problems related to thematic learning outcomes of students in the theme of 7 events in life. It was found in the initial observations, that student learning outcomes were still below the KKM ≤79 (86%) of 37 students. In this regard, the researcher aims to describe: 1) the implementation of e-learning-based videoscribe media, 2) the learning outcomes before and after applying the videoscribe media, and 3) the effect of the e-learning-based videoscribe media implementation on thematic learning outcomes in fifth grade students. This research uses quantitative methods. This type of research is a quasi-experimental design with the non-equivalent control group design research design. The research location is at Madrasah Ibtidaiyah Negeri 3 Pontianak. This research is carried out in class V in the even semester of the 2021/2022 academic year. The data was collected by means of observation, measurement techniques, and document studies. The data collection tools are observation sheets, learning outcomes tests, and electronic devices. While the data analysis is using descriptive analysis, and bivariate analysis. This research concludes: 1) The implementation of e-learning-based videoscribe media on thematic learning outcomes has been in accordance with the implementation steps. 2) Learning outcomes before applying the videoscribe media obtained a percentage of (9%) of 4 students who met the KKM ≥79 with an average learning outcome of 62,40. Furthermore, the learning outcomes after applying the videoscribe media obtained a percentage of (95%) of 41 students who met the KKM ≥79 with an average learning outcome of 86,21. 3) Based on data analysis, the value of Approx is obtained. Sig = 0,000 with (α)=0,05. If the value of Approx. Sig &lt; = (0,05), then H0 is rejected. So it can be said that there is a significant effect between the implementation of e-learning-based videoscribe media on thematic learning outcomes in class V students of MIN 3 Pontianak in the 2021/2022 academic year. And the large influence of the implementation of e-learning-based videoscribe media on thematic learning outcomes is obtained by 43% in the sufficient category, in the sense that the learning process is very effective and student learning outcomes are above average.
Application Of Correlation Data Mining the Covid-19 Pandemic With Student Achievement Level Using A Priori Method

Education is carried out as early as possible so that a person gets the broadest insight into knowledge. The longer you have higher education will further improve the quality of human resources. Education can be obtained through lessons that are in accordance with the level of education and the learning material itself. The current condition of the COVID-19 outbreak has resulted in several agencies implementing Work From Home (WFH) or working from home, including educational institutions or agencies. The government provides a policy for every school to conduct online learning by using gadgets (laptops or cellphones) to access websites or learning links such as Whatsapp, Google Form, Google Classroom. A very significant difference in the student's learning process from usual, will affect the sharpening of students' ways of thinking about their learning. Students are required to be able to understand the material without direct interaction from the teacher, and the teacher is not able to provide the material as a whole to students. This will affect student achievement.