Reviewerly/exHarmony huggingface dataset:
Analysis of The Characteristics of Teachers With High Internet Self-Efficacy Levels using The K-Means Algorithm

The purpose of this study was to see the readiness of teachers in conducting online learning. The characteristics of the teachers collected in this study were gender, generation, last education, teacher tenure, learning environment and variations of online learning models. This study uses the K-Means algorithm for clustering. The dataset used in this study were 96 junior high school teachers in Central Java who had a high level of internet self-efficacy. The dataset of teachers who have a high level of internet self-efficacy is obtained from the results of data analysis on 285 junior high school teachers, who have varying levels of internet self-efficacy, both high, medium and low. The results of the K-Means analysis obtained 8 clusters with various characteristics of each cluster. The data attributes analyzed were gender, generation, last education, teacher tenure, learning environment and variations of online learning models. The results showed that in all data clusters were dominated by female gender with a bachelor's educational background. Meanwhile, the relatively more dominant characters in all clusters are generation X data, teacher tenure between 11 and 20 years, a supportive learning environment, and data on the use of varied learning models.
The Effect Of Small Group Discussion On Students’ Achievement In Reading Narrative Text At The Third Year Students Of Mts Al-Washliyah 30 Pematang Guntung

The objective of this study was to get the empirical evidence of the effect of using small group discussion technique on students’ achievment in reading narrative text at the third year students of MTS AL-Washliyah 30 Pematang Guntung. The method used in this study was quantitative through quasi experimental research. The population was all the third year students of MTS AL-Washliyah 30 Pematang Guntung. The total sample was 60 students that were taken by using lecturing technique Instrument of this study was multiplechoise test. Before doing the treatment, the students in experimental class were given the pre-test. Then, the students were taught by using small group discussion technique. At the end of the treatments, the students were given a post-test. T-test was used to analyze the data. Value of tobserve is 4.75 and the degree of freedom (df) is 58, whereas the value t-table on the degree of significance of 5% is 1.67. The T-test revealed that the result is significant; it is determined by the value of t Obsever which is bigger than t table. Thus, Ha is accepted because there is significant effect of using small group discussion on students’reading narrative text ability. Therefore, it can be concluded that using small group discussion is effective to improve students reading narrative text ability at the third year students of MTS AL-Washliyah 30 Pematang Guntung.
Pedagogic Competence of Teachers in Developing Early Childhood Literacy Skills

One of the factors that affect children's education in PAUD is the pedagogical competence of teachers.This competence must be owned by educators to develop all potential in learners.Many educators are still lacking in developing their pedagogical potential, from this it is important to conduct research on the pedagogical competence of teachers in PAUD institutions.Based on this, this study aims to research and analyze the pedagogical competence of teachers in the Wadas Kelir PlayGroup in developing early childhood literacy skills.The subject of this study was a PAUD teacher in the Wadas Kelir PlayGroup.Data collection techniques in the form of observations, interviews and documentation.Data analysis techniques are done descriptively.The results of the data analysis conducted showed that teachers in the Wadas Kelir PlayGroup had good pedagogical abilities in accordance with the 2007 decree, especially in developing literacy skills in early childhood.The practices carried out are in line with freedrich Wilhelm Froebel who discussed the competencies that must be possessed by a teacher in the PAUD institution.One of froebel's ideas is about the role of teachers and also about the gift and occupations in the learning process.
Analysis of the Use of Learning Media Applications in Online Geography Subjects During the Covid-19 Pandemic for Senior High School Students

Learning media applications are learning concepts that are carried out through electronic media networks in the form of mobile and non-mobile applications. The development of very advanced technology in the modern era and globalization allows various activities to be carried out quickly and efficiently. Technological developments have had a lot of influence on our way of life, one of which is in the field of education by using online or online learning media applications in learning activities in schools, colleges, courses and even online communities have started using concepts like this. The purpose of this study was to find out how the role of learning media applications in geography subjects in education was during the covid-19 pandemic. As we all know, the losses due to the COVID-19 virus have had a huge impact on all sectors, including the education sector. To achieve this goal, this research will use a qualitative research approach. This research is a type of qualitative descriptive research. Analysis of the data used in processing questionnaire data through google form by describing the results of the questionnaires distributed online.
ANALYSIS OF MARUGOTO TEACHING MATERIALS IN JAPANESE LANGUAGE AND CULTURE: A1 ACTIVITIES FOR BEGINNERS

Marugoto Japanese Language and Culture teaching materials: Beginner A1 Activities can be used by Japanese language instructors and Japanese language learners as material resources to improve Japanese language skills. The purpose of this study is to describe the content components contained in the Marugoto Japanese Language and Culture teaching material: Beginner A1 Activity. This study uses a qualitative research method. This research is included in the type of content analysis used to examine teaching materials for Marugoto Japanese Language and Culture: Beginner A1 Activity. The data source is teaching material for Marugoto Japanese Language and Culture: Beginner A1 The activity. The results of this study indicate that the material and language components presented have been in accordance with the main objectives of language teaching. The advantage of this teaching material is that there are photographs and illustrative images that are colorful and interesting so that language learners are more interested in reading them. Then the textbook, also available in an online version (web). Meanwhile, the disadvantage is that the material in the teaching book is arranged randomly, making it difficult for teachers to deliver it. In addition, the learner has difficulty applying the material in it because the explanation books are arranged separately so that it is less optimal to use to learn independently.
Joint Extraction of Entities and Relations Based on Hybrid Feature Representations

Abstract Although the fine-tuning pre-training model technique has obtained tremendous success in the domains of named entity recognition and relation extraction, realistic scenarios exist with many triples of nested entities and overlapping relations. Existing works focus on solving the overlapping triple problem where multiple relational triples in the same sentence share the same entity. In this work, we introduce a joint entity-relation extraction framework based on hybrid feature representation. Our framework consists of five primary parts: constructing hybrid feature representations, bidirectional LSTM encoder, head entity recognition module, entity type classification, and relation tail entity recognition. First, we fuse character-level vector and word-level vector representations via a max-pooling operation to enrich text feature information. Second, the hybrid feature representation is fed into a bidirectional LSTM to capture the correlation between characters and entities. Third, the head entity recognition module employs two identical binary classifiers to detect the start and end positions of entities separately. Then the entity type classification module filters out entities classified as non-entity types by softmax. Finally, we regard relation tail entity recognition as a machine reading comprehension task to eliminate the problem of entity overlap. Specifically, we regard the combination of head entities and relations as queries to query possible tail entities from the text. This framework efficiently handles the polysemy problem, considerably enhances knowledge extraction efficiency, and accurately extracts overlapping triples in domain texts with complicated relationships.
Analisa Efektifitas Kebijakan PPKM terhadap Pertumbuhan Kasus COVID-19 Menggunakan Algoritma Naïve Bayes

The pandemic that is being experienced by Indonesia, namely the outbreak of the COVID-19 virus, has led to the implementation of large-scale social restrictions in order to accelerate the handling of the spread of the virus. As a result of the increasing number of COVID-19 cases in Indonesia, including in Riau Province, where every City and Regency has increased, especially Pekanbaru, the implementation of Community Activity Restrictions (PPKM). This study tries to answer this question by using the Naïve Bayes Algorithm. Naïve Bayes Classifier is a probabilistic and statistical method of classification technique that predicts future opportunities based on previous experience. The use of the Naïve Bayes algorithm to predict the growth of Covid-19 cases in Pekanbaru obtained a good performance score with 90.00% accuracy, 90.24% precision and 91.90% recall. Based on the results of the classification of the datasets used in this study, it can be concluded that the implementation of the Policy for Enforcement of Community Activity Restrictions (PPKM) in the city of Pekanbaru has proven to be effective where there has been a decline in the category of growth of Covid-19 cases with a high category from 70% to 25%. Vice versa, the growth of Covid-19 cases in the low category has increased from 30% to 65%.
Design of Attendance System for Pemalang Diskominfo Employees Using Design Thinking Method

Employees are an important part of carrying out the obligations of the Communication and Information Office (Kominfo) Pemalang Regency. However, the management of employee data for recording attendance at the Department of Communication and Information of Pemalang Regency is still processed manually, so that the attendance process management is considered ineffective and inefficient. Therefore, it is necessary to create an Employee Presence System that can manage employee attendance data. The goal is to facilitate the process of managing employee attendance data and making attendance data more precise. A data collection method is applied in making the system is an interview. In the interview, consultations and direct questions and answers were conducted with the field supervisor regarding the system requirements to be made. The design of this system uses the design thinking method. The design thinking method is carried out sequentially from one stage to another. There are five stages in the design thinking method: empathy, determination, ideas, prototypes, and testing. From making a system with this method, a design for an employee attendance system is produced that is comfortable to look at and easy to use in all circles.
Improvement Of The Community's Reading Literature Culture Through The Alfata Reading Home Belonged To Baroh Village Society

Technology and communication advancements have led in a decline in people's reading habits. It is necessary to conduct an activity that educates individuals about the benefits of family reading habits. The function of the school in fostering a reading literacy culture is not exclusive; it may be played by the community as well. The Reading House was founded with the assistance of institutional funding, corporate and religious donations, and community funds. The objective of this research is to detail numerous initiatives made by Alfata Reading House to enhance reading literacy culture. Alfata Reading House, Baroh Village, Pidie District, Pidie Regency, Aceh Province. This research was done at the Alfata Reading House, Baroh Village, Pidie District, Pidie Regency, Aceh Province. A qualitative descriptive study was employed to conduct this research. Data collecting methods included interviewing and observing. According to the procedures and strategies utilized for data collecting. Meanwhile, observations were made about the development of a reading literacy culture inside the Baroh Village community through the Alfata Reading House. This study made use of the following data analysis techniques: data reduction, data visualization, and conclusion drawing. The study's findings indicate that the Alfata Reading House routinely welcomes Nadhlatul Ulama schools in the Pidie area, connects with Nadhlatul Ulama branch leadership, and collaborates with parents.
Educational Comic-Based Digital Media to Increase Reading Interest of Elementary School Students

More effort is needed to become an integral person, one of which is through education. Where government policies are needed in realizing education that is relevant and continues to grow following the times. This study aims to develop educational comic-based learning media to increase students' reading interest. This type of research uses the Research and Development (R&amp;D) method, with the ADDIE model (Analysis, Design, Development, Implementation, and Evaluation). The research subjects were third grade students in elementary school. Research data obtained through observation, questionnaires, and validity. The data obtained and analyzed using quantitative data. The answer is then measured using a Likert scale in the form of a checklist with a scale of five. Based on the results of the study, digital media has become a more practical and accessible place for learning, making the learning experience of students more natural and increasing activities and interests. The results of the validity of each material expert, media expert and linguist, indicate that digital media based on educational comics is very feasible for alternative media for students to increase interest in reading.
SISENSI: QR Code-based Academic Attendace System

Presence is something that cannot be separated from the learning process, it becomes motivation and discipline information for every activity in it. This study aims to develop a QR Code-based academic attendance application that can be used by Informatics Engineering Education students. The research method used is R&amp;D (Research and Development) using the RAD (Rapid application development) development model. Application development made using Kodular and Moodle. This application contains a QR Code scan menu as the main focus in this media as well as other supporting menus in the form of virtual tours, news, timetables, and UMS stars. In the process of developing this application, several tests were carried out, namely functionality testing using blackbox, usability testing using the SUS (system usability scale) instrument, reliability testing and application compatibility testing using the firebase test lab. used based on the validation carried out by experts as many as three experts from Informatics Engineering Education lecturers and trials given to users as many as thirty-five students from the Informatics Engineering Education study program, it can be said that the application is suitable for use by Informatics Engineering Education students.
IMPLEMENTING RUNNING DICTATION GAME TO INCREASE SPEAKING SKILL OF THE STUDENTS

Nowadays, there are many students in some school who felt bored, sleepy and languid during the learning process. Moreover, in the learning English process, most of students have though that learning English was hard. Because English has differences in spelling and the writing, students got difficulties and had less in speaking skill. Teacher found that most of them used their native language during the English lesson process. So that, the aims of the study is to know whether the communicative approach, exactly running dictation game effective for increasing the speaking skill of the students or not. The subject of this research will be the students at 11th grade of MA. Unggulan Amanatul Ummah Surabaya. This research will use observation and data recording to collect the data. Furthermore, the other aim is to know how to implement the running dictation in teaching English. This study will use observation and recording documentation to collect the data.
A study on the correlation between information technology and mathematics achievement in senior high school

Information technology courses shoulder the important responsibility and mission of cultivating students with information literacy. In this paper, according to the design of the questionnaire and in-depth practice of senior high school information technology core literacy, the score of subject ability to carry out correlation analysis and regression analysis of information technology and mathematics scores. The analysis results show that there is a significant correlation between information technology and mathematics, and the correlation between information technology and ordinary classes is greater than that of key classes, which proves that it is necessary to carry out curriculum integration in information technology and mathematics.
Signature Verification Using The K-Nearest Neighbor (KNN) Algorithm and Using the Harris Corner Detector Feature Extraction Method

The security of the transaction process is very important in this day and age. Signatures can be used as a means of guaranteeing the security of a transaction other than fingerprints. However, the threat of signature forgery for those who use signatures as security is still very high and frequent. In this research, we will verify the authenticity of a signature and test it using the K-Nearest Neighbour (KNN) algorithm and the Harris Corner feature extraction method. There are two kinds of distance calculations that will be used in the K-NN algorithm, namely by calculating the distance from Euclidean Distance and Manhattan Distance. The k value at KNN taken is at k = 1, k = 3, and k = 5.
Melodic models and modelling: The fundamental system of knowledge acquisition in music

In the pursuit of developing a fundamental understanding of terms, phenomena, rules and meanings in music, vital to the performance and interpretation of a musical work, it is necessary to apply a methodologically grounded system to the reading of a score that efficiently establishes a basis for understanding the musical content and contributes to the development of musical abilities and musicality more broadly. In the musical-pedagogical process, as part of the wider set of music disciplines (harmony, counterpoint, music forms, knowledge of music styles), the most crucial are the methods and systems of work which allow the reading of musical notation and the understanding of a musical piece to be generated and profiled. The system of models and modelling is a form of work about the perception and reception of a musical work composed on a musical model and the process of working with that model, i.e. modelling. The complexity of the system is reflected in the two sub-elements of modelling: the development of associative abilities by recalling the sound of the model, and gaining an automatic response to sound. Until now, work on models and modelling has been treated using a musical-pedagogical approach. In this study it is defined as a system which is applicable to the process of reading and interpreting a musical text, without being predicated on musical style or the tonal bases of music.
Implementation of VOIP (Voice Over Internet Protocol) at Bhayangkara Hospital Bengkulu

In communication technology, voice communication is something that will be a very important part, because currently voice communication is considered the most practical communication. Bhayangkara Bengkulu Hospital is one of the Government Hospitals engaged in the health sector in Bengkulu Province. So far in communicating, Bhayangkara Bengkulu Hospital is still simple and communication media is still limited. Communication media between officers still uses HT and HP, because only a few rooms use telephones. The purpose of this research is to build a VoIP network at Bhayangkara Bengkulu Hospital so that it can facilitate communication at Bhayangkara Bengkulu Hospital. VoIP implementation at Bhayangkara Bengkulu Hospital is made using Mikrotik RB951 and Trixbox which is placed on a computer that will be used as a server. The Zoiper application is installed on each computer in each treatment room and other agencies. The functionality of this VoIP network makes it easier and can help the Bhayangkara Bengkulu Hospital in communicating. This system has been tested and the results are satisfactory as desired, although there are still obstacles in the practice of using it
Illumination invariant face recognition using MSVM

In Computer Science, Face Recognition is a challenging research field and face Recognition with variation in lighting condition is an even more challenging and difficult task. Numerous researches has been proposed on various face recognition methods, however, there have not been any successful research on illumination invariant face recognition. Here, we propose an illumination invariant face recognition system using mSVM with RBF Kernel. The first necessary step required is face detection which we achieve by using a widely known method name Viola Jones algorithm. To overcome illumination problem Median Filter and Gabor Filter is proposed to be combined at a pre-processing stage which reduce image noise and contrast images are adjusted so accuracy of face recognition is increased. We also proposed that PCA method may be used for extracting feature vectors which increase accuracy of the proposed face recognition model.
Perancangan Sistem Pakar Untuk Menilai Kinerja Irigasi

Irrigation is a supporting infrastructure for water distribution in agriculture. Its role is vital, especially for agricultural areas which are not rain-fed, meaning that to irrigate agricultural areas the irrigation infrastructure is needed. It is important for all parties involved in agriculture and irrigation management institutions to find out and ensure the condition and performance of an irrigation network, whether its function is still as planned or even vice versa. So far, the performance evaluation of irrigation networks is still carried out conventionally and only reaches a form of Maintenance Operation report, not specific to its performance. So based on these conditions, this research will build an expert system that can be used to assess the performance of irrigation networks. The design begins by determining the logic of assessment that will be used as a way of thinking from the expert system that will be built. The indicators used by the system to assess irrigation performance are as stated in the regulation of the Ministry of Public Works and Public Housing No. 12 of 2015. After designing the expert system, the next step is to simulate it using the data available in the operation and maintenance reports of some irrigation networks that are used as samples. Then the simulation results are analyzed so that it can be known whether the system can work as planned or not. The system simulation results show a mismatch between the two indicators namely the performance of infrastructure and water services. While other assessment indicators have logical results.