Reviewerly/exHarmony huggingface dataset:
Indigenous media and rural mobilization for development programmes in Nigeria

This paper explores the role of indigenous media in rural mobilization for development programmes in Nigeria. It is a position paper which obtained its data through secondary sources such as textbooks and journal articles. The paper is anchored on the Uses and Gratifications Theory. Indigenous media have been found to be critical components of rural mobilization which empowers rural dwellers to engage in self-actualizing activities in their communities. They are also found to be instrumental to changing the behavioural patterns of rural people towards achieving set development goals. Indigenous media promote awareness and increase active participation of rural people in development programmes. Lack of a unified language system in indigenous communication, lack of official attention from the government and the influence of new media technologies among others have been identified as challenges faced by indigenous media in Nigeria. The paper however, concludes that indigenous media are vital channels for rural mobilization and development in Nigeria. The paper recommended among others that government, policy makers and development stakeholders should deploy indigenous media in rural development programmes for effective mobilization and participation of the rural folks in their development programmes.
A Psycholinguistic Analysis of Causes of Learning Anxieties in ESL Learners

This paper investigates about the causes of learning anxieties and also finds the most frequently observed reasons or causes of learning anxieties among ESL Learners. There are number of causes of learning anxieties and this research aims at finding the most frequently observed cause of Learning anxieties ESL Learners. The data is collected by using convenient sampling. A well-designed questionnaire, comprising the 10 close ended questions and their responses as agree, strongly agree, neutral, disagree and strongly agree was used as the data collection tool. The collected data was analyzed using simple percentages and is shown in table. The results shows that poor schooling which contributes 30 to 65 percent in learning anxieties, which is the highest frequency on the graph regarding causes. So, it is concluded that the main reason behind learning anxieties in students because of poor schooling, where there is no or little use of English.
Political Vlogs on YouTube and their Role in the Promotion of Hate Speech

Digital media became a significant tool for political communication and citizen journalists became more active on YouTube, Facebook, and Twitter, and these platforms emerged as a major source of political information. These citizen journalists are disseminating the news and their analysis in the form of Vlogs on YouTube. The purpose of this study is to study the perception of YouTube viewers about hate speech in political Vlogs uploaded by Pakistani YouTubers and the mediating role of political discourse. A quantitative method of survey Interviews is used to analyze the randomly selected (N = 400) YouTube viewers. This study investigated the Political Discourse positively mediating the correlation between watching political Vlogs on YouTube and Hate speech in viewers. According to their attitude, political beliefs, and exposure, citizen journalists actively promote political speeches and messages through YouTube videos.
Case Study on Breast Cancer Detection using K-Nearest Neighbour Algorithm

Abstract: Breast cancer is one of the common occurring cancer in women across the globe, affecting about significant percentage of women at some point in their life. Even with the development of new technologies in the field of medicine and research, the accurate diagnosis of this fatal disease outcome is one of the most important tasks needed to be done till date. Our objective is to develop a sophisticated and automated diagnostic system that yields accurate and reproducible results for predicting whether a breast cancer tumour is benign (non-cancerous) or malignant (cancerous). We have implemented KNearest Neighbour Algorithm using various normalization techniques and distance functions at different values of K. A comparative study using various distance metrics, i.e., Euclidean distance, Pythagorean distance has been done. The accuracy of each variation is tested and the maximum accurate prediction is considered for the result. Highest accuracy of 121/143 = 84.6% is achieved, with KNN implementation using Euclidean distance metric at k=5.
A Fuzzification-Based Processing of Natural Language Query Using Database

Abstract: The requirement for natural language interfaces to database has turn out to be more and more acute as increasingly more people get entry to data from internet browsers. But NLI (Natural Language Interface) is only usable if they map natural language inquiries to sql queries effectively Natural Language processing is turning into one of the maximum energetic areas in Human-pc interaction. It is a department of AI (artificial Intelligence) which incorporates in records retrieval, gadget translation and Language evaluation. The intention of NLP (Natural Language Processing) is to enable communique between human beings and computers without requiring to memorization of complicated commands and techniques. In other words NLP (natural Language Processing) is strategies that may make the pc apprehend the languages evidently utilized by humans. The main motive of Natural Language query Processing is for an English sentence to be interpreted by way of the pc and suitable action taken. Asking questions to databases in Natural language is a totally handy and easy approach of statistics access, in particular for casual customers who do not recognize complicated database question languages which includes square.
A Clinic Appointment System with Authentications for Klinik Sejahtera

The clinic is a health facility for outpatients in indigenous communities. Traditionally, patients need to walk into the clinic or telephone the clinic if they want to make a medical appointment. For this project, Klinik Sejahtera has been chosen as the case study. Klinik Sejahtera is located at Parit Raja, Johor. Klinik Sejahtera was using “first come, first serve” to their patients that came on that day. Usually, the appointment will be taken at the counter during the patient's come to the clinic. The responsible employee at the counter will ask the patient for their identity card and search for the record. They also offer an appointment by contacting the clinic. The problem arises when staff need to record manually and need to remind the patient about the appointment. There are also problems with duplication because of too many physical reports. Therefore, this project proposed a clinic appointment system with authentications which is password-based and Completely Automated Public Turing Test to Tell Computers and Humans Apart (CAPTCHA). The system will be web-based. The web-based will be used by the patients, nurses, and doctor. Object-oriented system development is used for the methodology of the proposed system.
Analisis Prediksi Kematian Pasien Covid-19 di Meksiko Menggunakan Algoritma Random Forest

This research aims to analyze and predict the deaths of Covid-19 patients in Mexico using the Random Forest algorithm. The data used in this study is sourced from official sources, including the number of cases, symptoms, risk factors, and Covid-19 patient mortality data. The first stage of this research is data preprocessing, where the acquired data is collected, cleaned, and prepared for analysis. Subsequently, data exploration is conducted to understand the characteristics and patterns within the dataset. Then, the Random Forest model is developed to predict the deaths of Covid-19 patients based on relevant factors. Model evaluation is performed using accuracy, precision, recall, and F1-score metrics. The results of this research indicate that the random forest model can provide good predictions for Covid-19 patient deaths in Mexico. The evaluation results show a high level of accuracy and satisfactory performance for the model. These findings can be used as guidance in decision-making and strategic planning to address the Covid-19 pandemic in Mexico. This research contributes significantly to the field of predictive analysis and provides valuable insights in the efforts to manage the Covid-19 pandemic.
Indonesian Society’s Sentiment Analysis Against the COVID-19 Booster Vaccine

The COVID-19 pandemic is still occurring in various countries, including Indonesia. This pandemic is caused by the coronavirus, which has mutated into multiple virus variants, such as Delta and Omicron. As of 9 February 2022, 4,626,936 people were confirmed positive for COVID-19 in Indonesia. This number continues to rise. The Indonesian government has prevented the spread of these virus variants by introducing booster vaccines to the public. However, this vaccination program has caused various sentiments among Indonesians. To optimize efforts to combat COVID-19, the government needs to know these sentiments immediately. Based on these problems, the researcher proposes the application of machine learning technology to develop a system that can analyze the sentiments of the Indonesians toward the booster vaccine. This research has several stages: data collection, data labeling, text preprocessing, feature extraction, and application of the support vector machine (SVM) algorithm using various kernels, namely the linear kernel, Gaussian radial basis function (RBF) kernel, and polynomial kernel. Furthermore, the results of the system were tested for accuracy using a 10-fold cross validation and confusion matrix. The dataset used was 681 tweets with the hashtag “vaksinbooster.” The dataset consists of two classes: negative (0) and positive (1). The results showed that the data were positive for the booster vaccine, as evidenced by the higher number of positive tweets, with 554 data, compared to 127 negative tweets. In addition, the dataset was divided into training data of 545 and testing data of 136. In addition, the test results of this study revealed that the SVM algorithm with the polynomial kernel, which was evaluated with 10-fold cross validation, yielded the highest level of accuracy, namely 79.22%.
Impact of Logistics 4.0 Technology Adoption on Logistics Performance: The Mediating Effect of Logistics Innovation Capability and the Mediated Moderation Effect of Firm Size

Purpose - This study aims to identify the relationship between logistics companies’ Logistics 4.0 technology adoption with logistics innovation capability and logistics performance, and analyze the mediating effect of logistics innovation capability and the mediated moderation effect of firm size through logistics innovation capability.&#x0D; Design/methodology - Research models and hypotheses were established based on prior research related to Industry 4.0, Logistics 4.0, logistics technology, logistics performance, and firm size. The survey was conducted on the employees of logistics companies, and exploratory factor analysis, reliability analysis, confirmatory factor analysis, discriminant validity analysis, structural equation model analysis, mediation effect, moderation effect, and the mediated moderation effect analysis were performed.&#x0D; Findings - The adoption of Logistics 4.0 technology was found to significantly affect logistics innova- tion capability and logistics performance. Logistics innovation capability was found to significantly affect logistics performance. Moreover, logistics innovation capability was found to have a significant mediation effect on the relationship between Logistics 4.0 technology adoption and logistics perfor- mance. The moderation effect based on firm size was found to have a partial effect on logistics in- novation capability and logistics performance, but the mediated moderation effect was not significant.&#x0D; Originality/value - This study is meaningful in that it empirically analyzed the relationship of Logistics 4.0 technology adoption with logistics innovation capability and logistics performance, the mediating effect of logistics innovation capability, the moderation effect of firm size, and the mediated moderation effect of firm size, which were not addressed in previous studies.
Changes in the Role of Teachers Involved in Developing the 2022 History Curriculum and Their Thinking

For a long time, history teachers played a role in delivering the contents of the curriculum created by the government. However, in recent years, they have become professional researchers and have begun to play a role in the development of the curriculum.This study classified teachers who participated in the development of the 2022 revised history curriculum. It studied the way teachers' organizations participated in the process of developing the curriculum. This was to understand that the role of teachers had changed.Some teachers developed curriculum documents, others worked in legal organizations, and others joined research groups or groups of teachers. In each organization, teachers reviewed the curriculum and presented their opinions based on their experience in teaching. Teachers presented opinions on topics that were controversial in the curriculum. How did you set the scope of Korean history in high school? What will you learn first in middle school history, world history or Korean history? How to do topic fusion classes in history subjects?This study will give a new perspective to the development of the next curriculum.
DESIGN AND MANUFACTURE OF MEASURING INSTRUMENTS FOR INSIDE POCKET CONTOUR MAPPING USING ULTRASONIC SENSORS

In this's era, the measuring instruments used in the machining process still use a lot of mechanical principles and there are only a few that are combined with electrical components. Most of the measuring instruments that exist now are only linear and there are still few that can measure the shape of the contour. One of the tools that can be used to measure contours is CMM, but the price of this tool is very expensive. The need for tools for this contour measurement process is very much needed in the industrial world because some parts of the industry have various contour shapes and are difficult if measured without using a CMM machine. Therefore, the purpose of this study is to make a measuring instrument for contour mapping using electronic sensors. The manufacture and design of measuring instruments start with designing electricity and hardware, then continues with microcontroller programming and Matlab. This measuring instrument is then tested for linear distance measurement accuracy, accuracy per angle, and accuracy of contour shapes. The results showed that the size results had a maximum deviation of 10 millimeters with a maximum distance of 500 millimeters. The 0° angle is the worst reading angle with a deviation of 8.67 millimeters, while the 90° and 180° angles are the best reading angles with a deviation of 1 millimeter. Square and rectangular shapes can be represented quite well, while triangular shapes are less well represented due to their angles being far from perpendicular to the sensor.
Architectural Approach to Designing Personal Educational Results

The article discusses the possibility of solving the problem of non-linear integration of learning goals with the systemforming role of the personal result, in the context of the application of the architectural approach. This approach, developing the logic of a systematic and holistic approach, allows one to consider the process of pedagogical interaction as an open system of understanding and dialogue, and not within the framework of a “closed” system of social design. This approach takes into account in the design not only the educational and activity-based aspects of the learning process, but also the value-semantic, which is the basis of the student’s motivation.
Patriotic Education at the University: Formation of the Spiritual Culture of Students in the Process of Literary Disciplines Mastering

The paper discusses the essence of patriotic education, determined by the state policy of the Russian Federation, the content of spiritual and moral education in the university. The article contains a review of the principles, methods, techniques, technologies for the formation of the spiritual culture of university students as one of the directions for the implementation of patriotic education in the classroom in literary disciplines.
Features of Adaptation of Foreign Students in the Innovative Educational Environment of the University

The article discusses the methodology of support and pedagogical support for foreign students, based on the use of an innovative educational environment, in a set of environmental educational spaces.
Development and Integration of Educational Video Content into an Electronic Course (A Case Study of “Resistance of Materials” Course)

The article considers e-learning as an attractive form of transformation of education by changing the format of educational activities, a variety of content and the ability to organize interactive forms of learning. Video content is described as a complex and multifaceted phenomenon, which makes it possible to provide interactivity, format change and increase the motivation of students. The stages of video content development, its integration into an electronic course on the LMS Moodle platform based on the material of the “Resistance of materials” course are described. Video content formats are characterized. The level of efficiency of mastering the discipline with the help of video content is revealed.
Internet Communication in Human Life: Philosophical Aspect

The article deals with the problems of Internet communication in relation to human life. According to the authors, Internet communications have a powerful impact on a person. The article suggests that this effect largely depends on the attitudes of the person himself. What Internet communications are for him — a goal or a means of existence — this ultimately determines the logic of human behaviour, the positive or negative nature of the communicative impact on a person. At the same time, the authors emphasize the importance of considering Internet communications as an integral part of modern human life. Internet communications are an important means of meeting people’s needs. Therefore, it is important to find a “golden mean” in the use of Internet technologies, putting under control the selection of information and the time of assimilation of it in order to make your life more comfortable and meaningful.
Formation of Financial Literacy of Students in the Social Studies Course at School in Terms of Informatization of Education

The article considers the problem of the formation of financial literacy of students in teaching social science in the context of informatization of education. The advantages and disadvantages of using communication technologies, as well as the methodological conditions for their effective use in social science education are analysed. The expediency of an integrated approach to the formation of information and financial culture of schoolchildren is noted.
Assessment of Psychological Readiness of Teachers of Pedagogical Universities for Innovative Activity by Applying Methods of Mathematical Statistics

The psychological readiness of teachers of pedagogical universities for innovative activities was measured. The study covered 107 teachers aged 25-60 years at pedagogical universities in Novosibirsk and Omsk. The results of adaptation of mathematical methods and digital tools for assessing the psychological readiness of teachers for innovative activities are presented. It has been proven that the psychological correlates of the readiness of teachers of pedagogical universities for innovative activities can be combined when modeling by structural equations into two models: a one-factor model — “General Index” and a model that includes five factors: motivational, cognitive, operational, emotional-volitional, creative. The data from the conducted research can be used to develop programs for the introduction of innovative technologies in the educational process of a pedagogical university.
Research on Constructing an Effective Teaching Theory Model for College English Classroom Based on the Collaborative Development of Teachers and Students

College English education aims to cultivate students' language ability, thinking quality and cross-cultural communication skills, but the traditional teaching methods are limited in meeting these requirements. Under the context of globalization and information, the coordinated development of teachers and students has become a key concept leading the educational reform. The coordinated development of teachers and students emphasizes the close cooperation and interaction between teachers and students, builds an ecosystem of common learning, and promotes the innovation of education mode. In college English class, how to build an effective teaching mode that can stimulate students' interest in learning skills, cultivate practical language skills and improve innovation ability with the help of the concept of coordinated development between teachers and students has become an urgent problem to be solved in the current education field. This paper aims to explore the effective teaching theory model of college English classroom with the coordinated development of teachers and students, in order to provide new ideas and methods for the reform of college English education.
Socio-Psychological Adaptation and Value Orientations in Adolescence (The Case of First-Year Students)

The article considers value orientations as a factor in the socio-psychological adaptation of first-year students to the conditions of study at a university. As a result of the empirical study, the criteria for socio-psychological adaptation were described, the types of students were identified depending on the prevailing value orientations and criteria for socio-psychological adaptation.
Critical Thinking in the Argumentation Theory Course

The article deals with the problem of critical thinking formation in the interrelation of theoretical and practical aspects; analyses approaches to the formation of critical thinking skills, presented in popular science form and in educational programs of higher education. The author comes to the conclusion that the training course “Theory of Argumentation in Research Activity”, addressed to master’s degree students, creates the basis for the formation of critical thinking skills, provided that the material of formal logic is included in its content.
Personal Results of Students and Methods of Their Development (The Case of Teaching Mathematics in Basic School)

The article discusses the features of personal development of students by means of an educational subject using the example of mathematics. The analysis of normative documents and psychological and pedagogical literature on the research topic allowed to reveal the main directions of personal results implemented in teaching mathematics, to identify the methods of educational activities aimed at their development. For each of the techniques, specific examples are given based on the educational possibilities of mathematical knowledge and methods of solving problems.
Advanced Training for Teachers in the Olympiad Movement

The Olympiad movement and its widespread development set the school the task of making an elite educational product publicly available, and therefore there is a need to scale the Olympiad courses. The purpose of our research is to study a set of possible measures that contribute to the design of professional development programs. We relied on the principles of systemic, activity-based, culturological and axiological approaches. Based on the identified problem fields, we proposed a set of measures to overcome difficulties, and identified the principles of preparation and selection of tasks based on a culturological approach.