Reviewerly/exHarmony huggingface dataset:
A Multi-label Classification on Topic of Hadith Verses in Indonesian Translation using CART and Bagging

Hadith is a source of law for Muslims after the al-qur'an, in which there are instructions in the form of words, actions, attitudes, and others. Hadith must be studied and practiced by Muslims, then used as a way of life after the al-qur'an. Classifying hadith is a way to make it easier for Muslims to learn hadith by looking at the text pattern in the translation of Bukhari hadith based on three classes or categories based on suggestions, prohibitions, and information. The classification carried out is a multi-label classification. The classification process uses N-gram and TF-IDF as feature extraction, CART and bagging as classification methods, and hamming loss as evaluation methods. Bagging is used to cover the shortcomings of CART, namely, the CART model is less stable, which, if there is a slight change in the training data, will have a significant effect on the resulting learning model. Several testing methods were carried out to obtain the best hammer loss value in this study. Based on several tests that have been carried out, the best hamming loss value is 0.1914 or 80.86%. These results indicate that the use of bagging can help increase accuracy by 5%.
Symbolic Regression Based Feature Extraction of Shallow Neural-Networks for Identification and Prediction

This paper proposes a feature extraction method to improve the performance of shallow neural-network models with less number of parameters to apply especially on embedded system design at remote applications. Feature extraction method is designed using fuzzy c-means clustering based fuzzy system design cascaded a layer of symbolic operators and functions, respectively. During the training stage of neural-networks, symbolic operators and functions are selected using random-learning theory with the unity internal weights such that based on the prediction performance, optimal sequences are recorded for feature extraction to be utilized on testing phase. Extracted features are here used to empower the single-layer neural-network (SLNN) with sigmoid hyperbolic activation functions, functional-link neural- network (FLNN) with Chebyshev polynomials and Pi-Sigma higher-order neural-network (PSNN) with sigmoid activation functions, respectively. The internal and output parameters of the appended shallow neural-networks are optimized using batch optimization methods. Proposed regression models are first tested on identification of an artificial discrete-time dynamic system and real-time inverted pendulum then also for prediction of the sunspot time-series and traffic density estimation. As a result, the prediction performance of shallow neural networks is improved to be used in future applications.
A patient-specific single sensor IoT-based wearable fall prediction and detection system using machine learning

Technologies in health care are increased effectively. Normally, old peoples have a serious problem, i.e., falls, making the elder people fall and injured severely. In health care, this is a serious problem and has become a challenge through worldwide. There are many studies and research to detect the fall in old age person by using various sensors and several types of cameras. Several sensors were implemented to predict fall detection, and prediction mainly works on the channel state information (CSI), giving less efficiency on the results. In this paper, using Machine learning (ML) methods, the study analysis to detect falls is implemented. By using machine learning algorithms, the efficiency gains will up to 96%. The main advantage of the system is it can be used as a wearable device. In the market, MEMS sensors are available to detect the acceleration changes in a person. The alert for the doctor is achieved by MY MQTT. The previous data is used to store in an excel sheet or pen drive, and then the mems sensor of X, Y values are taken and at some point of time extract the data by analyzing the accelerometer data and previous data. From that, if fall detection takes place, it alerts like alarm sound and also it sends a message to the caretaker and hospital people. If a fall is not detected, it once again checks the entire process.
The Academia Electronica – Vision, Experiment, Future

The paper shows the history of the Academia Electronica – a virtual department of the Jagiellonian University, which has been in operation since 2007 in Second Life 3D graphic environment. The contributor focused on the transformation it underwent and problems which have been addressed for 14 years. Three aspects of the analysis have been identified with the first one concerning the philosophy of virtuality, the second – teaching in the 3D graphic environment, and the third one revealing the social importance of an open university. This text is autobiographic, which means that it includes short memories on a number of events related to the development of the Academia Electronica as a university alongside the contributor’s personal reflections based on his long staying in the Second Life world.
WORK ANALYSIS OF HYDRAULIC STATIC PILE DRIVER EQUIPMENT ON PILE FOUNDATION WORK IN TERMS OF TIME AND COST

To make a building requires a strong foundation to withstand the load on it. the Physical Work Project, Renovation and Expansion of the District Court Building requires heavy equipment management in the form of piles, the piling method used is the Hydraulic Static Pile Driver. The pile management is needed to find out the estimated working time on the entire building so that the implementation goes according to or does not exceed the planned project time. Therefore, it is necessary to analyze the efficiency of the piling tool. The results of the descriptive analysis in this study obtained the production value of the Hydraulic Static Pile Driver tool. The highest production value was 0.23 meters/minute, and the lowest value was 0.21 meters/minute. The time required to complete the project erection work based on the planning is nine weeks, while the realization in the field to complete it in seven weeks. The planned implementation cost to complete the erection work for this project is Rp. 2,073,360,000. Meanwhile, the cost of field realization is Rp. 2,481,150,000. this means that the implementation costs in the field are greater than the planning costs of Rp. 407,790,000 this was due to the addition of 828.00 m3 of pile procurement volume and 828 m3 of piling and handling work, and 138 nos of pile connections.
Meningkatkan Hasil Belajar Bahasa Inggris Melalui Model Group Investigation Siswa Kelas X IPS 3 SMA Negeri 14 Pekanbaru Tahun 2019

Based on the teacher's direct experience when teaching and also the results of the daily tests of Class X IPS 3 SMA NEGERI 14 Pekanbaru in English learning activities, it shows that student learning outcomes are still very low. Group Investigation and it is hoped that students can easily understand English learning material so that more students achieve mastery. This research aims to: 1). Improving student learning outcomes of Class X IPS 3 in the material for the English learning process using Group Investigation, 2). Increase understanding of English learning material for Class X IPS 3, and 3). Improving student learning readiness in learning English Class X IPS 3. The location of this study was at SMA NEGERI 14 Pekanbaru with a total of 36 students, 24 female students and 12 male students. The data in this study were obtained from the results of action observations and evaluation results. This research was conducted in two cycles. Each cycle is carried out based on the stages: (1) preparing an activity plan, (2) carrying out actions, (3) observing, and (4) analyzing followed by reflection. The results showed that the results of observations in the pre-action were that students in learning were less active, easily bored, and their learning outcomes were still low. In the first cycle of action, the learning activities of students who got very good and good scores were 51.39%, increasing to 95.83% in cycle II. The assessment of the work portfolio of the cycle I group was 45.83%, increasing to 91.67% in cycle II. Assessment of work results (post-test), 19.44% of students who complete increased to 88.89%. Based on the results of the research above, it can be concluded that learning using Group Investgation can improve student learning outcomes/achievements.
Malay Pantun as an Intangible Cultural Heritage and Its Role in Community Life

Malay pantun is an intangible cultural treasure that must be protected in their daily lives for Indonesians.Despite the rapid advancement of technology, Pantun is still frequently used in people's lives.In this paper, we will discuss the study of Malay pantun, which includes definitions, roles, and types that need to be studied so that the term Malay pantun is better understood by Indonesians, while the method used in this research is Harold D. Laswell's critical analysis method or content analysis, which answers questions such as who, say what, to whom, in what channel, and with what effect on the study of Malay pantun and its role in Malay society.
The Effect of ICT-Based Audio Visual Media on the Recognition of English Vocabulary in Early Childhood

The study aims to determine the effect of audio-visual media based on ICT (Information Communication and Technology) on the introduction of English vocabulary in early childhood in group B students of TK Pertiwi Kapuhan 1 Sawangan District, Magelang Regency. This research was carried out using Pre-Experimental with the type of One Group Pretest-Posttest Design by conducting initial and final measurements. The subjects of this study were students of gruop B TK Pertiwi Kapuhan 1 Sawangan District, Magelang Regency in the 2021/2022 academic year totaling 12 students. The sampling technique in this study used purposive sampling. The data collection method is carried out using the performance method and is measured using a performance assesment sheet based on indicators. The analysis technique used is non-parametric with the Wilcoxon Ranks Test using SPSS IBM version 28.0.1.0 (142). The results showed that ICT (Information Communication and Technology) based audio-visual media had an effect on the introduction of English vocabulary in early childhood. This is evidenced by the results of the Wilcoxon ranks test, a Z value of 3.063 is obtained with a significance level of 0.002 based on the results of the attached SPSS calculation with an average comparison of the initial measurement value of 26.5 and the final measurement of 64.9 after being given treatment using ICT (Information Communication and Technology) based audio-visual media. The results of the study can be said that activities using audio-visual media based on ICT (Information Communication and Technology) affect the introduction of English vocabulary in early childhood.
Need Analysis Teaching Materials in Scientific Writing for Student in University

The purpose of this study is to explain the need for academic papers writing materials for students of the Indonesian language and literary education program in Muhammadiyah using qualitative research, is showing that the need for textbooks in the based learning model is required in the learning process.The data shows that the average demand for textbooks is 46% fully agreeable, 41% agree, 6% disagree, and 0% completely disagree.From the data obtained, students it can be concluded that they need a textbook to write scientific papers.
The Era of a Global Crisis Coronavirus Pandemic and Opportunity on Cloud Technology Migration

In this generation, Coronavirus pandemic has many various impact on company businesses. The situation has required telework from their home as a precaution and safety measure to avoid being infected with the contagious coronavirus. Although going through the coronavirus outbreak, many businesses have tried to migrate and use cloud technology to keep pace with technology change, which requires data security and safe use of the cloud in business operations. Current cloud providers that are gradually evolving are becoming an integral part of facilitating a business already in the cloud and protected by innovative tools. Many users have already adopted emerging technologies associated with cloud applications and need to protect data in a cloud security environment. Currently, cloud security still needs to secure the environment, which is one of the reasons to consider when in the cloud environment. This study describes the era of a pandemic of the coronavirus, as well as the possibility of migrating cloud technologies for data protection at working from home or even in the remote workplace.
Design and implementation of kindergarten information management system under the background of Internet

With the development and application of the "double reduction" policy becoming more and more mature, and with the continuous advancement of Information Technology 2.0, we are making full use of information technology to promote the reform of kindergarten education and improve the quality of kindergarten running, it has become an important way to make full use of the advantages of information technology and adapt to the new trend of teaching reform. In order to improve the quality of kindergarten teaching, management and education, it is necessary to take the advantage of the application of Internet technology as the basis, and design a stable function and smooth interface kindergarten information management system, improving the quality of preschool education. Through the analysis of the background of the design of the kindergarten information management system under the internet background, this paper puts forward the system design ideas and implementation path.
SISTEM ANGGARAN BERBASIS KINERJA PADA UNIVERSITAS MUHAMMADIYAH PAREPARE

Performance-based budgeting emphasizes more on the utilization of available funds to achieve optimal results. Performance-based budgeting is oriented toward organizational output and is closely related to the vision, mission, and strategic plans of the organization, for example, the University Muhammadiyah of Parepare, so this study aims to determine the implementation of a performance-based budgeting system at the University of Muhammadiyah Parepare. The data collection techniques used in this research are interviews, documentation, and observation. Informants in this study were the Head of the Bureau and several exchequers of the University of Muhammadiyah Parepare. The data analysis technique in this study used descriptive qualitative analysis. The implementation of performance-based budgeting at the University of Muhammadiyah Parepare has been going quite well. However, in the implementation of its activities there are still obstacles, such as the budget that has been planned but has not been realized. This budget is not only based on what is spent, as is the case in the traditional budget system, but is also based on certain objectives/plans whose implementation needs to be prepared or supported by an adequate budget and the use of these costs must be efficient and effective. The implementation of performance-based budgeting at the University of Muhammadiyah Parepare consists of four indicators, namely the planning/budget preparation stage, the budget implementation stage, the reporting and budget evaluation stages
Robust Biplot Analysis of Natural Disasters in Indonesia from 2019 To 2021

Indonesia is one of the most natural disaster-prone countries in the world, frequently exposed to a range of hazards. Currently, Indonesia has 34 provinces and natural disasters that occur in each province are different, therefore it is necessary to analyze the mapping of natural disasters that often occur in each province to provide scientific analysis for risk management of the natural disasters. One of the quick steps in describing data that can be used is biplot analysis, as biplot analysis can describe a lot of data then summarized it into the form of a two-dimensional graph. The aim of this research is to map 34 provinces in Indonesia based on the incidence of natural disasters from 2019 to 2021 using robust biplot analysis. Based on the result, robust biplot analysis can explain 87,9% of the information on natural disasters in every province in Indonesia. Lampung, Bengkulu, Bangka Belitung, Special Region of Yogyakarta, North Sulawesi, West Sulawesi, Southeast Sulawesi, Gorontalo, East Nusa Tenggara, Bali, Maluku, West Maluku, Papua, and West Papua are provinces that have similar natural disaster characteristics. Flood, tornado and forest and land fires are natural disasters that often occur in Indonesia. The provinces that have the highest risk of flood, landslide, and tornado were West Java, Central Java, and East Java. Then, the provinces with the highest risk of forest and land fires were Aceh and South Kalimantan.
FAIRification as a Team Sport

The FAIR Principles have succeeded to unit stakeholders world-wide behind a common concept: good data management under common standards. However, putting FAIR into practice is still work in progress and it "takes a village". I will provide an overview of two community-driven resources, the FAIRsharing (https://fairsharing.org) and the FAIR Cookbook (https://faircookbook.elixir-europe.org), as examples of what we need to turn FAIR into reality. Both resources will also contribute to the UKRN ecosystem.
Pengaruh Penggunaan Metode Ceramah terhadap Hasil Belajar Siswa pada Mata Pelajaran IPS

The purpose of this study was to see the effect of using the lecture method on student learning outcomes in social studies subjects for class VIII SMP. This type of research uses the observation method, namely by going directly to the field for observations and data collection needed in research. Then the data obtained were collected and analyzed descriptively. With reference to relevant journals/research and Syafril's (2019) book on learning strategies. The results of the study illustrate that the learning outcomes of class VIII A students at SMP 10 Bengkulu City get good grades when using the lecture method in the teaching and learning process. This is evidenced by the mid-semester test scores of students in social studies subjects who get scores above the KKM, namely 70. In conclusion, the selection of the right learning model can indeed increase student activity and creativity, so that student achievement can increase. This success can be seen from students' understanding, mastery of the material and learning outcomes.&#x0D; &#x0D; Keywords: Learning Outcomes, Lecture Method, Social Studies Lessons
PELATIHAN TEKNIK DASAR PENGELASAN (WELDING) BAGI SISWA DI DESA BAHAGIA

The “Welding Basic Technique Training For Students In Bahagia Village” focuses on transferring technology and expertise to form entrepreneurship that has been applied to the community and has high economic value. Equipping the community with materials and knowledge about welding technology is expected to be a motivation for the younger generation in particular and the community as well as opening up business opportunities to create jobs that will later become useful activities.
Risk Management in Software Development Projects: A Systematic Literature Review

Risk Management is an integral part of every project. Risk management must estimate the risks’ significance, especially in the SDLC process, and mitigate those risks. Since 2016, many papers and journals have researched planning, design, and risk control in software development projects over the last five years. This study aims to find the most exciting topics for researchers in risk management, especially in software engineering projects. This paper takes a systematic approach to reviewing articles containing risk management in software development projects. This study collects papers and journals included in the international online library database, then summarizes them according to the stages of the PICOC methodology. This paper results in the focus of research in the last five years on Agile methods. The current issue is that many researchers are trying to explicitly integrate risk management into the Agile development process by creating a comprehensive risk management framework. This SLR helps future research get a theoretical basis to solve the studied problem. The SLR explains the focuses of previous research, analysis of research results, and the weaknesses of the investigation. For further study, take one of the topic papers, do a critical review, and find research gaps.
Tecnologías de la información y comunicación (TIC) en los estudios sociales

The objective of this research is to highlight the importance of the use of Information and Communication Technologies (ICT) applied to education in the context of virtual education by COVID-2019, through bibliographic analysis and the application of research- action (IA) it is determined that the use of Digital Educational Tools (HED) and Digital Educational Resources (RED) increase the motivation, participation and connection of the students in the synchronous classroom sessions, improving the teaching-learning process (PEA), in addition to the use of social networks as a learning channel with students. At the same time, it highlights the use of the connectivist paradigm and the influence of ICT in the development of digital skills and competencies to reach meaningful learning.
The specifics of building a psychological space for the use of information technologies as tools for activating the personal potential of university students

The study is aimed at the development of the psychological-pedagogical construct of implementation the information technologies in higher education. The aim of the study is to determine the psychological conditions and logic of information technologies deployment to develop the personal potential of students. The authors use the methods of systematization and generalization, the method of conceptual-structural reconstruction, modeling and design, psychological testing and comparative analysis. As a result, presented the personal-oriented construction of ICT realization into the university training. It combines the principles of using ICT, the structure of educational communications and specific stimuli of ICT that activating the personal potential of students. The principles proposed in the construction serve as a psychological-pedagogical filter for the introduction of ICT (targeting, accessibility, redundancy, diversity, integrativity, sensitivity, synergy, refreshment, systematicity, scientific orientation, etc.). Compliance with these principles allows building on the basis of ICT a developed and psychologically correct system of educational communications, including such components as: didactic, information-gnostic, interactive, attractive-motivating, participating and other components. In the presented construction, the authors also offer a set of ICT stimuli that activate the personal potential of students: representative, exposing, adaptive, contact, search-heuristic, imprinting, control-evaluative, structuring, reflective, modeling, suggestive, translimitative, temporal, personalizing, inclusive, etc. Approbation this construction in the online learning showed the promise of its application in practice. The results of diagnostics using the self-actualization method (version of the POI test by E. Shostrom) showed that students have an increase in such indicators of personal potential as: self-support, self-regard and self-acceptance, as well as spontaneity, flexibility and productive relationship. The results obtained can be applied in the field of building student-centered digitalization practices of university education, the novelty of which lies in the indirect introduction of information technologies through the development of a variety of educational communications aimed at activating students' personal resources and capacities.