Reviewerly/exHarmony huggingface dataset:
ELEMENTS OF COMPUTER SUPPORT LEARNING MATHEMATICAL LOGIC

The article contains an analysis of individual stages of research on the methodological problem of developing the components of an effective computer-oriented methodological system for teaching the discipline «Mathematical Logic», which is provided for by the educational and professional program of training mathematics teachers in a pedagogical institution of higher education. The methodical and procedural issues of simplifying logical expressions when designing contact circuits in the Derive mathematical software environment are considered. Examples of solving certain typical problems of the mathematical logic course with corresponding computational implementations in the Derive mathematical software environment are given. A brief review of scientific, educational and methodical literature, which is used during the teaching of the course of mathematical logic, was carried out, the expediency of using mathematical software during the development of the content of the specified discipline was substantiated. It is pointed out the extremely important importance of solving the methodological and scientific problem of developing and approving innovation-oriented components of the methodological system of teaching mathematical disciplines, which is an important prerequisite for the professional training of a new generation of modern highly qualified mathematics teachers. Provisions have been formulated on the expediency of developing algorithmic components of formative and final evaluation of the educational activity of students of higher pedagogical education, whose professional training involves mastering the disciplines of the mathematical cycle. Attention is drawn to the expediency of the methodically prepared application of mathematical environments in the process of learning mathematical logic, which contributes to the solution of the problem of the formation of both professional subject and general competences in students, including informational and digital ones. The methodical recommendations presented in the article can be useful to pupils and students for the organization and activation of independent educational activities, teachers of secondary educational institutions, leaders of optional and group work with students, teachers of the mathematical logic course of pedagogical higher educational institutions. Key words: statements, algebra of statements, logical operations on statements, relation of logical sequence based on the algebra of statements, contact diagram, logical laws of the algebra of statements, tautology, rules of derivation based on the algebra of statements, logical analysis of reasoning and judgments.
Durian Farm Threats Identification through Convolution Neural Networks and Multimedia Mobile Development

— The difficulties to drive away the durian farm threatens animals such as wild boars, monkeys, foxes, and squirrels during nighttime often experienced by durian farmers. Therefore, the Pro Durian application is proposed that allows farmers to identify durian threats through a camera phone with an alert feature activation when the system detects an animal to drive away those animals. The application implements a deep learning algorithm of Convolutional Neural Network (CNN)-YOLO3in order to receive the best output results in identifying the different datasets of durian farm threats. The classification accuracies reached 80% in detecting the animal’s images. Keywords— Durian Farm, Recognition Image, TensorFlow lite, Android Studio, Convolution Neural Network
Technological innovation and education: a brief review of the literature

Introduction: Education and technological progress is currently considered a learning resource within the educational field, the use of new technologies facilitates and strengthens the teaching and learning processes since it offers various virtual tools that allow strengthening knowledge, sharing ideas, form critical thinking, among others. Objective: Identify the important aspects of the use of new technologies in education and what is the effect it has on students. Methodology: A bibliographic review of different databases was carried out on articles based on the last 5 years, which were from reliable bibliographic sources such as Scielo, Elsevier, Pubmed, Google Scholar and Redalyc, which contain information about new technologies and the education. Results: The use of new technologies in educational systems help to obtain a greater development of the individual based on scientific knowledge, achieving the training of people with better skills and development capabilities thanks to the use of virtual tools. Conclusion: Technological innovation and its implementation in education improve the quality of teaching and self-learning since it provides various mechanisms of use such as virtual platforms, web pages with high academic impact, among others.
Augmented Reality for Guiding Students Through Nawroz University’s Buildings using Unity Platform

Artificial intelligence (AI) applications and technologies aim to increase the intelligence of the machines and computers around us, while virtual reality (VR) and augmented reality (AR) technologies aim to create an entirely new scene that cannot be physically touched but is perceptually perceptible through a variety of artificial visual and auditory effects. The new artificial world that any of these two technologies may produce is different, and virtual and augmented reality will not give us the same understanding or awareness of this fake reality. This is to say, even if the main objectives of virtual and augmented reality technologies are identical.&#x0D; This system is for guiding students in Naworz University by AR. And the application is on android operating system. This application is useful for students at Nawroz University. The application doesn’t need much of feature, basic iPhone and android smartphone with a camera and AR capability, So the phone needs to be android 8.0 or higher.
Security Challenges and various methods for Increasing Security in E-Commerce Applications

Abstract: E-Commerce security is a component of information security framework and applied to avenues including data security, computer security etc. It includes protection of E-Commerce assets against illegal access, use modification or demolishing of data. However, due to increase in sensitivity to assaults, the attackers employ phony websites and apps to breach the security of payment related activities over the internet. This paper presents the review of various security challenges encountered in e-commerce applications and the methods to avoid or overcome them. The paper provides a survey of some techniques employed by various researchers. The majority of banking transactions now take place online due to the expansion of e-commerce. They use merchant-provided websites or pay-per-use apps which increases their sensitivity to assaults and increases the likelihood that attackers will employ phony websites and apps. There are numerous strategies for protecting against vulnerabilities that can be used. In this paper, we have provided a survey of the Security methods employed for safeguarding the banking transactions.
Virtual laboratory works in physics using interactive computer simulations: a collection of educational materials

The collection of educational materials is aimed at solving current problems related to the use of virtual laboratory work (VLR) in physics in the educational process during distance and mixed forms of learning, the active introduction of which was caused by the COVID-19 pandemic and events related to the full-scale military invasion of russia in February 2022. VLRs are offered for use both during distance and mixed forms of education of students of institutions of general secondary education. If necessary, in accordance with the educational goals, teachers can use them in full or in part for face-to-face education. VLRs do not replace a real physical experiment, but are a support/accompaniment of such an experiment in cases where real devices and materials are unavailable or harmful. Interactive computer models of the Phet free Internet resource "Interactive simulations for natural sciences and mathematics" (https://phet.colorado.edu/) are offered for use. For students who show curiosity and interest in physics, most virtual works provide additional tasks. To increase the motivation and interest of students in online interactive simulations, educational game elements are provided. The educational materials included in the Collection were examined by specialists of the Ukrainian Institute of Education Development and approved by the Ukrainian Center for Social Reforms on behalf of UNICEF in Ukraine. The collection of educational materials will be useful to a wide range of educators and practitioners.
Analysis of the Death Risk of Covid-19 Patients Using Extended Cox model

Globally, in 2021, there were 170,051,718 COVID-19 cases and 3,540,437 patients who died. The high mortality rate of patients infected with COVID-19 gives an idea to research the analysis of the factors that influence the death of Covid-19 patients. The data used in this study is data on Covid-19 patients obtained from the Mexican Government, with response variables namely time and status and predictor variables, namely patient laboratory results in the form of a history of illness that has been suffered by Covid-19 patients so that they adopt the extended model to evaluate the data. The data in this study are heterogeneous and large in number so that data clustering is carried out into 3 clusters, namely low emergency clusters, medium emergency clusters and high emergency clusters using K-means clustering. Because the study could not find the factors that influence the death of Covid-19 patients, two clusters were chosen, namely the medium emergency cluster and the high emergency cluster. So that the factors that influence the death of Covid-19 patients in the medium emergency cluster are sorted by the highest hazard ratio, namely pneumonia, old age, renal chronic, diabetes, Chronic Obstructive Pulmonary Disease (COPD), immune system, hypertension, cardiovascular, obesity, gender, and asthma. In the high emergency cluster, sorted by the highest hazard ratio is the immune system, renal chronic, cardiovascular, COPD, tobacco, hypertension, obesity, gender, and pneumonia.
The Effects of High School Students’ Parents-Children Communication on Academic Achievement via Mental Health and Self-Directed Learning: Focusing on the Comparison of Pre- and Post-COVID 19

본 연구에서는 부산교육종단연구(BELS) 중1 패널의 4차(BELS 2019, 고1)와 5차(BELS 2020, 고2) 데이터를 이용하여 고등학생의 부모-자녀 의사소통이 정신건강과 자기주도학습을 매개로 학업성취도에 어떠한 영향을 미치는지에 대해 코로나19 전후를 중심으로 살펴보았다. 이를 위해 대응표본 t-검정과 구조방정식모형을 이용하여 분석한 결과는 다음과 같다. 첫째, 코로나19 이후 정신건강과 수학 성취도는 하락하였으며, 자기주도학습과 국어, 영어 성취도는 상승하였다. 둘째, 부모-자녀 의사소통은 정신건강과 자기주도학습에 정적으로 유의한 영향을 미쳤다. 또한 정신건강은 자기주도학습에 정적인 영향을, 자기주도학습은 학업성취도에 정적인 영향을 미치는 것으로 나타났다. 셋째, 부모-자녀 의사소통은 자기주도학습을 매개로 학업성취도에 간접효과를 나타내었으며, 정신건강 또한 자기주도학습을 매개로 학업성취도에 간접효과를 나타내었다. 이러한 연구결과는 부모-자녀 의사소통이 고등학생의 정신건강, 자기주도학습에 영향을 미치는 만큼 부모와 자녀 간의 원활한 의사소통을 위한 부모교육이 필요함을 시사한다.In this study, using the 4th (2019) and 5th (2020) data of the 1st grade panel in the middle school of the Busan Longitudinal Study of Education, we looked at how high school students' parents-children communication affects their academic achievement through mental health and self-directed learning, focusing on pre- and post-COVID 19. For this purpose, the results of analysis using the paired sample t-test and structural equation model are as follows. First, after COVID 19, achievement in mental health and mathematics declined, while self-directed learning, Korean, and English achievement increased. Second, parents-children communication had a positively significant effect on mental health and self-directed learning. In addition, it was found that mental health had a positive effect on self-directed learning, and self-directed learning had a positive effect on academic achievement. Third, parents-children communication showed an indirect effect on academic achievement through self-directed learning and mental health showed an indirect effect on academic achievement through self-directed learning. The implications are as follows. Since communication between parents and their children affects the emotions and cognition of their children, it is necessary to recognize the importance of the role of parents in the family and to provide parental education for smooth communication within the home.
Pengaruh Kinerja Guru Lingkungan Sekolah Dan Media Pembelajaran Terhadap Hasil Belajar

The objectives of this study (1) the influence of teacher performance, school environment, and learning media partially and simultaneously on student learning outcomes (2) the most dominant variables affect student learning outcomes. This research uses quantitative descriptive method. The data used are primary and secondary data generated from the dissemination of questionnaires, observations, and document records. The analysis used is statistical analysis, namely multiple linear regression analysis with hypothesis proof through the t test to partially prove the relationship between independent variables and dependent variables and theF-test to prove the relationship between independent variables and dependent variables simultaneously. The population in the research amounted to 500 students (classes X, XI, and XII), and 40 respondents were selected so that the number of samples was 120 students (40 students of class X, 40 class XI and 40 class XII) with sampling techniques using Purposive sampling The results of this study showed that (1) teacher performance did not affect student learning outcomes while, the school environment, and learning media have a positive and significant effect on student learning outcomes (2) Teacher performance, school environment, and learning media have a simultaneous effect on student learning outcomes (3) the school environment is the most dominant variable affecting student learning outcomes.
Rancangan Sistem Informasi Penerimaan Siswa Baru SMP Swasta Generasi Kedde Wali Berbasis Web dengan Metode Waterfall

The aim of this research is; To improve and make it easier for prospective new student registration at Generation Kedde Wali Private Middle School, Availability of an online new student admission information system that has an attractive appearance and is easy to register, To facilitate the PSB process in filling in new student admissions through the website and automatically saved, there is no need anymore to fill in using handwriting, and to improve new student enrollment services at the Generation Kedde Wali Private Middle School. In this study, the data source used was data obtained from direct observation and conducting interviews with schools. The waterfall method was used at the application development stage, while the Data Flow Diagram (DFD) was used as an application design tool. The results of the study show that using a website-based information system can help smooth and facilitate new student registration compared to manual systems, so that it can be accurate and efficient in serving PPDB activities.
Direction of Traditional Vocal Content Production: Focusing on Pansori Covergence Content

The purpose of this study is to find the direction of production of Pansori convergence content and suggest policies necessary for it. Based on Pansori, it examines the production background, content, and composition production intentions, possibilities, limitation, and significance. of creative musicals &lt;Seo-pyeonje&gt;, Band &lt;Inalchi&gt;, Broadcast JTBC &lt;Pungryu Captain&gt;, MBN &lt;Chosun Panstar&gt;.&#x0D; First, creative musical &lt;Seo-pyeonje&gt; representes the lives of characters by setting pansori as the subject and value of the drama. Although pansori was not successful due to the limitations of pansori, it is significant that pansori showed various charms and aspects on stage.&#x0D; Second, alternative pop band &lt;Inalchi&gt; ‘The Tiger is Coming’accepted pansori as the main character of a one-time syndrome, and created an art completely different from pansori based on pansori, bass, and drum-centered rock music. Although there were limitations in the unfamiliar pansori language and the absence of a consumer market, it is significant that the new music created through attempts to dismantle and merge genres beyond the genre based on the expertise of the band &lt;Inalchi&gt; members showed great potential for pansori’s popularization and globalization.&#x0D; Third, JTBC &lt;Pungryu Captain&gt;, MBN &lt;Chosun Panstar&gt; which aired in 2021, are broadcasts designed to popularizes Pansori and the two programs intended to promote the colorful style and charms of pansori and discover stars of Pansori. Although it was difficult to catch the public’s eyes with its novelty alone, it set the stage for young pansori-singers, changed the public’s perception that pansori was difficult, and led to the possibility of pansori as well as the the public as a global content.&#x0D; Fourth, Direction of pansori convergence content production derived through the discussion of this paper can be suggested to discover creative, competitive stars, develop video content through convergence with various genres, and develop a pansori brand of One Source Multi Use.&#x0D; Fifth, Policy direction for producing high-quality pansori convergence content should be diversified to support works the state’s policy support to form a new market, and talent development in fields related to pamsori convergence content production can be suggested.
Spatiotemporal Kernel Density Estimation

When we conduct a study on a set of geographic events or objects, we usually need to obtain the distribution characteristics of the events (or objects) in the study region so that we can analyze the target events as a whole and see if there are underlying factors influencing their spatial distribution. There are different ways to obtain the distribution characteristics of the study objects, either by direct analysis of the distribution of the target events through mathematical tools such as histograms or by quantitative study of the attribute values of the target events using mathematical formulas. Among the existing research approaches, kernel density estimation (KDE) is highly valued by researchers as evident by its increasing use. KDE is a method to study the characteristics of data distribution from the data itself.
Architecture of AISEMA System

Abstract Over time, the data collection process has evolved from manual data collection to automated mechanisms where human intervention is minimal and therefore has minimal impact on work processes. In this section, we describe the main components that should be included in the design of an automated in-process software engineering measurement and analysis (AISEMA) system.
Using Person Embedding to Enrich Features and Data Augmentation for Classification

Today, machine learning is applied in almost any field. In machine learning, where there are numerous methods, classification is one of the most basic and crucial ones. Various problems can be solved by classification. The feature selection for model setup is extremely important, and producing new features via feature engineering also has a vital role in the success of the model. In our study, fraud detection classification models are built on a labeled and imbalanced dataset as a case study. Although it is a natural language processing method, a customer space has been created with word embedding, which has been used in different areas, especially for recommender systems. The customer vectors in the created space are fed to the classification model as a feature. Moreover, to increase the number of positive labels, rows with similar characteristics are re-labeled as positive by using customer similarity determined by embedding. The model in which embedding methods are included in the classification, which provides a better representation of customers, has been compared with other models. Considering the results, it is observed that the customer embeddings has a positive effect on the success of the classification models.
UPAYA PETANI DAN PEMERINTAH MENGHADAPI BENCANA KEKERINGAN

&lt;p&gt;Drought affects the agricultural sector severely, as irrigation is vital to agricultural production. This paper aims to discuss farmers’ measures and the government’s role in coping with drought. Review of references, especially those primary papers, is this paper writing method. Drought is an impact of the El-Niño Southern Oscillation (ENSO), resulting in lower rainfall below normal and taking place recurrently each several years. Agricultural drought is relatively easier to be intervened in than that meteorology. Drought affects food production in many countries in the world. Farmers try their best measures to minimize harvest drop or failure. The government attempts to predict drought through remote sensing and daily rainfall data. The government takes many actions to cope with drought at the farm level. It is necessary that the farmers have high resilience and that the government’s policies are precise in the short and long terms to deal with drought. &lt;/p&gt;
Desafios contemporâneos no design de livros acadêmicos

This article aims to discuss the design of academic books in the context of new technologies
Kumal Children Schooling: History, Culture and Parents' Perception

This paper aims to analyse how history, culture and parents’ perception influenced childrens’ schooling. In the context of Nepal, cultural values and norms are deeply rooted in society. So this study explores how involving children in cultural activities hampers their schooling. The study is based on field data and I organised this study into three key themes, history and tradition of Kumal people, cultural influence in Kumal children schooling and Kumal parents’ perception towards children schooling.
Computer science and geodemography: data matching and anomaly detection

For the first time, digital inequality was discovered on the example of using a new measure of information theory for socio-physical systems and LCLB calculus in relation to regions/countries/continents: New Zealand, Canada, Africa, South and North America, Australia. The identification of digital inequality was carried out on the basis of a study of open IT-platform statistics on the development of the COVID-19 pandemic in these regions/countries/continents. A conditional uncalibrated amount of information showed the best conditions for achieving favorable goals (for a person) by the &amp;quot;society-human-virus&amp;quot; system in New Zealand and in some African countries (where there is an irrationally productive way of making decisions). We draw attention to the fact that the &amp;quot;society-human-virus&amp;quot; system behaves as a single information/computing/computer system (in other words, as a sociotechnical system). Thus, the LCLB calculus used in this work can be effectively applied in pandemic computer science, as well as for highly effective forecasting of the socio-political situation in real time.
Nos rastros da linguagem: um olhar para a construção ideológica do eixo história teoria, crítica do P&amp;D 2018

This article aims to interpret, from the perspective of discourse, constituent