Reviewerly/exHarmony huggingface dataset:
TINJAUAN GEOGRAFI DALAM PERILAKU ADAPTASI MASYARAKAT TERHADAP BENCANA BANJIR DI DESA MOTAAIN KECAMATAN MALAKA BARAT KABUPATEN MALAKA

The research objectives were to: (1) analyze the spatial distribution of the level of flood vulnerability in Motaain Village; (2) know the community's attitude towards the flood disaster in Motaain Village; and (3) know the community's adaptation strategy in dealing with flood disaster in Motaain Village.The type of research is descriptive research, which the type of research that has a purpose to explain specifically a symptom and event that is happening at the present time or an actual problem by using data in the form of quantitative and qualitative data. The study population was 196 heads of families. The sampling technique used is a random sample or random sampling or probability sampling, with a simple random sampling technique. The sample size in this study was 45 families, determined by lottery. Data sources consist of primary data and secondary data. Data collection techniques are: interviews, observation, and documentation. The data analysis technique used is qualitative and quantitative analysis.The results of the study: (1) baed on six parameters, namely soil type, elevation/place, slope, land use, rainfall and river density, the Motaain Village area has two flood-prone zones, namely a moderately vulnerable zone and a very flood-prone zone; (2) the attitude of the community before the flood disaster, during the flood disaster, and after the flood disaster varied; (3) adaptation strategies before the flood disaster, during the flood disaster, and after the flood disaster, the safety of human casualties, the economic aspect, the social aspect, the structural aspect, and the cultural aspect.
THE EFFECTS OF VOCABULARY MASTERY ON ENGLISH-SPEAKING ABILITY: A META-ANALYSIS STUDY

The purpose of this meta-analysis is to analyse the effects of vocabulary mastery on English-speaking ability, which has been a extensively focused on English language teaching. A descriptive qualitative technique was utilized in this study. The data of this study consisted of 820 samples from 21 studies that focused on the correlation between students' sufficient academic vocabulary and English-speaking ability. The meta-analysis involves the studies conducted in Indonesia to draw deeper characteristics of the phenomena. The r and n were found in the data. n is the number of respondents, and r is the coefficient value. The researchers utilized five procedures to acquire the data: collecting studies or meta-analysis materials; calculating the effect size of each study; estimating the summary effect or mean effect size; analyzing the standard error; and evaluating publication bias. The data was analyzed with the help of JASP program. Because K = 21, 5K+10 Equals 115. The obtained fail-safe N value is 4727.000, with a significant target of 0.05 and p &lt; 0.001. Because N &gt; 5K+10 is a safe value, it is assumed that no publication bias exists in the Meta-Analysis study. In addition, the study's findings demonstrate that having an adequate academic vocabulary has a positive impact on English-speaking skills.
A Regularized Graph Neural Network Based on Approximate Fractional Order Gradients

Graph representation learning is a significant challenge in graph signal processing (GSP). The flourishing development of graph neural networks (GNNs) provides effective representations for GSP. To effectively learn from graph signals, we propose a regularized graph neural network based on approximate fractional order gradients (FGNN). The regularized graph neural network propagates the information between neighboring nodes. The approximation strategy for calculating fractional order derivatives avoids falling into fractional order extrema and overcomes the high computational complexity of fractional order derivatives. We further prove that such an approximation is feasible and FGNN is unbiased towards the global optimization solution. Extensive experiments on citation and community networks show that the proposed FGNN has improved recognition accuracy and convergence speed than vanilla FGNN. The five datasets of different sizes and domains confirm the great scalability of our proposed method.
Prediction of Water Levels on Peatland using Deep Learning

The water level on peatlands is one of the causes of peatland fires, so water levels must be maintained at a safe standard value. Government Regulation No. 71/2014 stipulates water level standard value is 0.4 meters. The forest and land fires in 2015 caused huge losses of 220 trillion Rupiah. However, fires still occur frequently. BRGM (Peatland and Mangrove Restoration Agency) installed sensors measuring peatland water levels to obtain real-time water level data. These data can be used to predict water levels. Several previous studies used drought indices, regression models, and artificial neural networks to predict water levels. In this study, it is proposed to use deep learning Long Short-Term Memory (LSTM), and apply the CRISP-DM methodology. The dataset in this study contains water level data from 15 measurement stations in Central Kalimantan from 2018 through 2021. It was concluded that the LSTM model was able to predict water level well, as indicated by the average RMSE of 0.07 m, the average R2 of 0.85, and the average MAE of 0.04 m. The optimal LSTM model parameters are 50 epochs, a 70%:30% ratio of training data to testing data, and 2 hidden layers.&#x0D;
FEATURES OF THE PITSTOP MODULE AS A TOOL OF INFORMATION TECHNOLOGIES

TECHNOLOGIES Features of the pitstop module as a tool of information technologiesA more fundamental definition of information technology is that it is the application of technology to solve organizational problems on a large scale.Reviewing and refining printed publications prior to release will solve large and small quality problems in information technology.The software includes all data, programs and modules that allow you to operate and correct the publication in electronic form.
MARKETING STRATEGIES IN THE SYSTEM OF HIGHER EDUCATION: RUSSIAN AND FOREIGN PRACTICE

Целью исследования является выявление сходств и отличий в подходах к формированию и реализации маркетинговых стратегий российскими и зарубежными учебными заведениями высшего образования. Научная новизна работы заключается в теоретическом обосновании маркетинговых стратегий в системе высшего образования; уточнении компонентов комплекса маркетинга образовательных услуг и показателей их оценки; проведении сравнительного анализа российской и зарубежной практики маркетинга услуг учреждений высшего образования. In the contemporary conditions of competition in the market of educational services, Russian higher education institutions aim to introduce actual methods and instruments into their management systems that allow them to successfully compare not only at the national stage, but also internationally, which is especially important against the background of developing online education platforms. The effective achievement of the aims established for universities by the general strategy and mission of an educational institution depends on competently formed functional strategies, including marketing strategies. The aim of the article is to identify similarities and differences in approaches to the formation and implementation of marketing strategies by Russian and foreign higher education institutions. The scientific innovation consists in theoretical definition of marketing strategies in the system of higher education; specification of educational services marketing complex components and their indicators; making comparative analysis of Russian and foreign practice of marketing services of higher education institutions.
Knowledge Economy in Higher Education Institutions: Developing an Educational Administrative Manual

The study aimed to identify the reality of applying principles of the knowledge economy in Umm Al-Qura University, and to examine the differences in mean scores of the reality of the application of the principles of the knowledge economy in Umm Al Qura University according to the variables of gender and occupational degree. Additionally, to present a proposed educational administrative manual for applying the principles of knowledge economy in Umm Al-Qura University, KSA. The study sample was chosen by the simple random method, and the researcher surveyed the opinions of the study sample, and distributed the questionnaire to the members of the study. 300 faculty members participated. They were 210 males (70 %) and 90 females (30%). It is evident from the results shown in Table 2 that all domains had a medium degree of evaluation. The results of the study indicated that there were statistically significant differences between the response averages of the study sample members about the reality of the application of the principles of knowledge economy, according to gender, in favour of males, on the areas of information and communication technology and good governance
IMPROVEMENT OF THE MECHANISM OF EDUCATION EXPORT DEVELOPMENT IN THE RUSSIAN FEDERATION

This article analyzes the current practice of exporting education in the Russian Federation, shows the characteristics of integration processes in higher educational institutions in the vector of export of educational services, developed a model for improving the mechanism for overcoming barriers in attracting foreign citizens to study in educational institutions of the Russian Federation, analyzed the economic, social - political and demographic approaches, the factors of negative phenomena in the processes of export of educational services are determined
UPAYA MENINGKATKAN HASIL BELAJAR TEMA PERSATUAN DALAM PERBEDAAN MENGGUNAKAN MODEL PEMBELAJARAN EXAMPLES NON EXAMPLES SISWA KELAS VI SD NEGERI 01 TANJUANG GADANG KECAMATAN LAREH SAGO HALABAN SEMESTER 1 TAHUN PELAJARAN 2019/2020

Abstract: Based on the results of temporary observations, it can be seen in the teaching and learning process in the classroom the following things:1. Low student learning outcomes, 2. Lack of student activity in following the teaching and learning process, 3. There is no fun learning, 4. There is no creative learning. This study was conducted with the aim of describing Efforts to Improve Learning Outcomes with the Theme of Unity in Difference Using Learning Models Examples Non Examples for Class VI students of SD Negeri 01 Tanjuang Gadang, Lareh Sago Halaban District, Semester 1 of the 2019/2020 Academic Year. Classroom Action Research (CAR) is a form of reflective study by the perpetrators of the actions taken to improve the rational ability of the actions they take, as well as to improve the real conditions in which the practice of implementing the learning is carried out in the classroom. In this classroom action research (CAR), the research model developed by Kemmis and Taggart uses a spiral system cycle, each cycle consists of 4 components, namely: 1) planning; 2) action; 3) observation and 4) reflection. Student learning outcomes, the researchers held a test for each cycle. The results of the second cycle test were compared with the KKM that had been set at SD Negeri 01 Tanjuang Gadang, Lareh Sago Halaban District, Semester 1 of the 2019/2020 Academic Year, which was 75 for individual completeness. Based on the results of the test above, it can be seen that in the first cycle of 16/55% of students, 13 students or 45% completed, and in the second cycle 26/89 students who completed learning. This proves that student learning outcomes in the first cycle to the second cycle are 36%.Keywords: Learning Outcomes, Examples Non Examples.
Penerapan Teknologi Augmented Reality dan Virtual Reality dalam Peningkatan Pembelajaran Siswa Sekolah Dasar

The need for digital technology has increased along with the development of new technological discoveries. These needs cause changes in the pattern of human life in socializing, doing activities, as well as in understanding and learning things. One technology that continues to experience development is mobile technology, where this technology is owned by the majority of the earth's population. The application of mobile technology in the learning process is one of the choices at this time, where practicality and mobile are one of the strong reasons for using this technology. In this service, Augmented Reality and Virtual Reality technology will be introduced to support the learning process. AR and VR technologies introduced include digital content that enters the realm of education, where using AR content can help accelerate and improve the student learning process.
Computer Vision based Surveillance System

Abstract: Automated surveillance systems are surveillance systems that employ cameras to monitor the area. The observed setting is analyzed using motion detection, crowd behavior, individual behavior, and interactions between people, crowds, and their surroundings. These automated systems are capable of a wide range of tasks, including detection, interpretation, understanding, recording, and alert creation based on the results of the study. Researchers have been able to increase monitoring performance while limiting human errors by changing various features of these systems. This research looks into video surveillance systems and the components that go with them in depth. The designs that were used, as well as the most important studies in these systems, are presented. Existing surveillance systems were compared in terms of to provide a wider picture and a more holistic understanding of the system.
Pelatihan Analisis Regresi Linear Berganda dalam Menyelesaikan Tugas Akhir Mahasiswa Stia Setih Setio Muara Bungo

Research is a scientific work for final year students, therefore students are required to be able to analyze research data. The preparation of scientific papers for final year students is still constrained in terms of data processing using statistics, thus submitting it to other parties. Therefore, assistance and training are needed using an application, one of which is SPSS to analyze multiple linear regression. The obstacle faced by students so far is analyzing data with statistics. This method of community service by training and mentoring students of the business administration study program at the Setih Setio Muara Bungo School of Administration in completing the final project, targeted 30 participants, but 54 people registered. The results of this training show that it is useful to complete the task, the success rate of this training is 81.4%. In the future, there should be more practice in class so that students don't forget when doing research.
Prayer Guide Tool for the Deaf Using Gyroscope Sensor and HC-12

Congregational prayer for the Muslim is a prayer done together at least consisting of an Imam (leader of congregation) and Makmum (participants/followers). In carrying out congregational prayers, the deaf frequently struggle to follow the Imam's movement. Therefore, a tool is required to help the deaf in performing congregational prayers. In the previous tools, there are several shortcomings in terms of short data transmission and disability to distinguish the vibrations in each prayer movement. The short data transmission distance causes the deaf to be less optimal in carrying out congregational prayers because vibration notifications is not conveyed from Imam to Makmum. In this study, a tool will be designed to guide the deaf when performing congregational prayers. This tool uses the HC-12 wireless module to transmit data from the Imam’s device to Makmum’s. Changes in prayer position will be detected by the MPU 6050 gyroscope sensor. The tool will send notifications to the deaf Makmum in separate vibrations for any changes in the Imam 's movement. After testing on 30 different people, the accuracy value is 85.3% and the tool can transmit data at a maximum distance of 30 meters. As a result, the tool can assist the deaf in performing worship services.
Ambiguity on the Use of ‘Kita’ Personal Pronoun Among Foreign Students

The aim of the study is to examine the ambiguity of The Malay Language Personal Pronoun (PP) among foreign students.The objective of this study is to identify and analyze ambiguity in the use of the reference 'Kita' Personal Pronoun among foreign students.This study is a field study and the data was obtained using observation methods and interviews.Next, this PP usage data is recorded using a recorder.A total of 24 sample people were selected as respondents to the study using non-probability sampling techniques.These respondents are students at the International Modern Arabic School, Putrajaya.The results of the study found that the blurring in the use of PP 'kita' among foreign speakers could be overcome with the sensitivity and authority of teachers in the interpreting weakness of foreign speakers.However, foreign speakers also need to be more focused and earnest in learning sessions to overcome this problem.
IMPLEMENTASI SISTEM PERHITUNGAN PRODUKSI BAHAN BAKU PLASTIK BERBASIS ANDROID

The production calculation system is carried out before the production process of plastic raw materials is carried out. The process is done to find out the amount of production based on purchase orders in a company. Often the occurrence of loss or frame of data in the production calculation process because it is still in the form of document archives and untidy scheduling processes. Research is intensively conducted, detailed to find out the problems that occur in the process of calculating plastic raw materials through the process of approaching study cases in the company to produce user requirments specifications and system design. In connecting user incomprehension regarding technical and clarifying the specifications of the user's desired needs in the software development process using prototype methods. Android-based plastic raw material production calculation system in order to help in the production process and scheduling process that is in accordance with the order. Keyword: Production Calculation System, User Requirments Specification, Prototype, Android.
History and Evolution of Marston Science Library

A review of the history of Marston Science Library's building.
PENERAPAN ALGORITMA K-MEANS UNTUK KLASTERISASI DATA OBAT PASIEN RAWAT JALAN BERDASARKAN 3 PENYAKIT TERBANYAK DI RUMAH SAKIT M.NATSIR SOLOK

Abstract: The problem at the M. Natsir Solok Hospital is that the officers cannot see many drugs used by the patient, but can only see what drugs the patient has received, so researchers will research so that officers can see what drugs are used by many of them. these 3 diseases. The purpose of this study was to determine the application of drug data clustering based on the 3 most common diseases using the k-means algorithm. This type of research uses descriptive quantitative data. The population of medical record data taken is 1 month, namely in January 2020 as many as 366 medical record data, and the sample is total sampling where all the population is sampled as much as 366 medical record data. The type of data used is secondary data, data collection by observation, and Data analysis using yahoo k-means. The results of the study obtained were the determined clusters of 3 clusters. Among them are Clusters of Low Drug Use, Medium Drug Use, and High Drug Use. Low drug use in cluster A with low drug data use there are 5 types of drugs with a percentage (6%), cluster B high drug data use, there are 74 types of drugs with a percentage (86%), and cluster C moderate drug use data, there are 7 types of drugs with a presentation (8%). It is hoped that the M.Natsir Solok Hospital can apply classification in processing data based on the most diseases so that the hospital can classify types of drugs based on the lowest level of use to the highest level of officers so that they can provide drugs before the drug stock is used up, and can assist officers in reporting SP2TP in M. Natsir Hospital Solok Keywords : Clustering, AlgorithmK-meaning, Disease, Drug, WEKA.
SOCIAL COMPETENCE OF MANAGERIAL PERSONNEL: A SOCIOLOGICAL DIMENSION

The authors of the article note that the transformation of society and the economy leads to the fact that organizations are forced to constantly strive to develop the competencies of their staff, especially for the management of the company. In addition to digital and personal competencies, management personnel must have social competencies. In the work, the authors note that social competence is important for the professional competence of managerial personnel in general. Thanks to social competence, managers have the opportunity to interact with employees both on formal occasions and informally, which allows them to maintain a favorable microclimate in the team and motivate employees to achieve theirgoals. Also, the authors of the article noted that social competence allows management personnel to fully master modern reality and competently select and develop a team of employees of the organization, which in turn contributes to the effective promotion of the company.
Secure, Based on Pixel Value Encoding-Decoding Method for Medical Color Image Cryptography

Protecting the medical colored digital image from intruders or from the process of penetration is very important, because the medical digital image may be secret or private, or it may be a carrier of confidential data. In this research paper, we will present a new method for encrypting and decrypting the medical digital image in order to secure the protection process for the medical digital image. The introduced method will use image-private key to apply image cryptography, this key will be kept in secrete and it can be used to encrypt-decrypt any image with any size, The image key can be easily changed when the needs arise to insure the security issues. The proposed method will tested to show that it will provide excellent values for MSE and PSNR to prove that the method will satisfy the requirement of good method of medical image cryptography.
The Rubber Slider Metaphor: Visualisation of Temporal and Geolocated Data

In the context of the IEEE VR 2022 3DUI Contest entitled &#x201C;Arts, Science, Information, and Knowledge - Visualized and Interacted&#x201D;, this paper presents a VR application to highlight the usage of the rubber slider metaphor. The rubber slider is an augmentation of usual 2D slider controls where users can bend the slider axis in order to control an additional degree of freedom value in the application. This demonstration immerses users in a Virtual Environment where they will be able to explore a database of art pieces geolocated on a 3D earth model and their corresponding art movements displayed on a timeline interface.