Reviewerly/exHarmony huggingface dataset:
PERANCANGAN E-LEARNING MENGGUNAKAN PHP MYSQL PADA SMP MUHAMMADIYAH CIMANGGU

We all realize and feel that today the world is moving fast towards the formation of a science-based society, science-based business activities and the realization of a new culture based on science and technology, especially information and communication technology or also known as information and communication technology whose main form is the internet. One form of using internet technology to support the learning process is E-Learning. With this E-Learning, educators or tutors can put learning materials, give assignments, collect assignments, and quizzes for evaluation.&#x0D; In the process of this research, the author uses a methodology that is commonly used by other research, the methodologies used include the method of literature study, observation, interviews with teachers, and literature studies. The purpose of this paper is to create a web-based learning media (e-Learning) that can be used by teachers as a learning tool with various sources for providing learning materials.&#x0D; The results achieved are the authors try to design a web-based learning media or better known as E-Learning. It is hoped that later the school can implement this E-Learning so that it can improve the performance of teachers as teachers and increase the absorption of students in mastering the material. The conclusion of this paper is that with E-Learning teachers and students are given convenience in the teaching and learning process and increase creativity for teachers and students.
Streaming and Learning the Personal Context.

The representation of the personal context is complex and essential to improve the help machines can give to humans for making sense of the world, and the help humans can give to machines to improve their efficiency. We aim to design a novel model representation of the personal context and design a learning process for better integration with machine learning. We aim to implement these elements into a modern system architecture focus in real-life environments. Also, we show how our proposal can improve in specifically related work papers. Finally, we are moving forward with a better personal context representation with an improved model, the implementation of the learning process, and the architectural design of these components.
Audio Visual Application on Narrative Text’s Vocabulary Achievement on Tenth Grade Students of SMKN 5 Padang

Background: The low ability of students in achieving narrative text vocabulary. Objective: To discover whether understudies who are instructed utilizing sound visuals have superior lexicon accomplishment than understudies who are instructed utilizing routine media in the tenth grade of SMK N 5 Padang. Methods: This study uses a true experimental quantitative design method. The research design is a two-group pretest-posttest design. In this study, the population is class X SMK N 5 Padang. Results: Shows that students taught by Audio Visual have better vocabulary achievement in Narrative text than students taught by Conventional Media. in class X SMK N 5 Padang. Conclusion: The employment of audiovisual media in the teaching of vocabulary mastery was extremely effective when compared to traditional media.
A Study on the Application of Solar Panel Technology in Low-Income Residential Housing in Deli Serdang Regency

The need for energy use, especially electrical energy continues to increase from year to year. One of the sectors that consume the largest electrical energy is the household sector which consumes about 27% of the total energy consumption of all sectors. The main energy source in Indonesia at this time still comes from fossil energy, although the government has tried to develop various renewable energy sources for the future. Solar energy is one of the renewable energies that is quite potential for Indonesia considering the level of solar radiation in Indonesia is quite high throughout the year. The selection of subsidized housing as the object of research is due to the existence of clear regulations and the number which also continues to increase every year. Through the collection of physical data on the research location, such as analysis of shadows, roof structure, solar irradiation data, average electric power usage, the average solar energy requirement of the subsidized housing will be obtained. Furthermore, by calculating the economic value, it will be obtained how the description of the possibility of applying solar energy to subsidized housing will be obtained. If possible, the application of solar energy in subsidized housing can help government programs to use renewable energy and reduce the use of fossil energy
SOMiMS - Topographic Mapping in the Model Space

Learning in the model space (LiMS) represents each observational unit (e.g. sparse and irregular time series) with a suitable model of it (point estimate), or a full posterior distribution over models. LiMS approaches take the mechanistic information of how the data is generated into account, thus enhancing the transparency and interpretability of the machine learning tools employed. In this paper we develop a novel topographic mapping in the model space and compare it with an extension of the Generative Topographic Mapping (GTM) to the model space. We demonstrate these two methods on a dataset of measurements taken on subjects in an adrenal steroid hormone deficiency study.
PENGARUH PERTUMBUHAN EKONOMI, KEMISKINAN DAN KEPADATAN PENDUDUK TERHADAP KRIMINALITAS DI INDONESIA

Abstract This purpose of examine how much the influence economic growth, poverty and population density in Indonesia. This study uses a panel of data from 33 provinces in Indonesia from 2010-2019. The type of research used in descriptive quantitative using the pooled data method. Choosing a fixed effect model in the analysis, it was found that economic growth has a positive and significant effect, has a positive and significant effect on crime in Indonesia, population density has a significant and significant effect on crime in Indonesia. Therefore, it is hoped that the government will promote stable economic growth, government programs must be pro-poor (pro-poor) with a budget allocation, as well as an even distribution of population and infrastructure. Keywords: Crime, Economic Growth, Poverty, Population Density
Co-evolving research and practice – _derivations and the performer-developer

This chapter discusses the approach taken to practice-based research in my doctoral project entitled _derivations and the Performer-Developer: Co-Evolving Digital Artefacts and Human-Machine Performance Practices. The project involved the development of both a novel software artefact and an associated performance practice in the area of interactive musical performance. This chapter details the approach to reflective practice taken in this creative-production research project, reflects upon the benefits and challenges of this methodological approach and outlines the theoretical findings that emerged from cycles of practice and reflection in the research process.
Product Configuration in Answer Set Programming.

This is a preliminary work on configuration knowledge representation which serves as a foundation for building interactive configuration systems in Answer Set programming (ASP). The major concepts of the product configuration problem are identified and discussed with a bike configuration example. A fact format is developed for expressing product knowledge that is domain-specific and can be mapped from other systems. Finally, a domain-independent ASP encoding is provided that represents the concepts in the configuration problem.
Personal therapy as an important aspect of psychologists and psychotherapists' professional training

ntroduction. Personal therapy is an emotionally and professionally important experience that should be central to the training and development ofhealth professionals -psychologists and psychotherapists.Aim. Based on the analysis of latest research, to identify the main trends in giving personal therapy to counselors and psychologists as a mandatory part of their professional training.Results. Personal therapy, according to foreign research, is at the epicenter of psychologists' educational space. In most European countries and the United States, personal therapy is a prerequisite to obtaining a degree in counseling. In those countries, personaltherapy is received by every three out of four psychology students, while in Ukraine only one out of four students goes into therapy. Specialists value their personal experience of therapy more than their didactic training. The inclusion of personal therapy in the educational process helps to achieve students' personal and professional goals, as well as to increase their levels of self-awareness and professional identification through the internalization of their professional qualities.Conclusions. The analysis of latest relevant research has found a strong need for psychology/psychotherapy students' personal therapy as an effective method of forming their professional position and necessary professional qualities.
A Metric Learning-based Image Recognition Method

Image recognition technology is an important branch of artificial intelligence research, using the computer to process, analyze and understand the image, in order to identify different patterns of objects. Image recognition technology is currently used in a wide range of applications, such as face recognition, fingerprint recognition, terrain survey, license plate recognition, etc. However, due to the possible existence of multiple categories in images, the blurring of graphic boundaries affects the results of image recognition. In this paper, we propose a multi-category multi-task image recognition method based on deep metric learning (MMDML). Specially, we combine triplet loss function and softmax loss function to construct the loss function, and take ResNet-50 network training to fit the optimal loss function for image recognition. To demonstrate the effectiveness of the proposed method, our method is compared with the other two methods on three common image recognition datasets, namely ImageNet, PASCALVOC, and Caltech. And the experimental results show that our algorithm has the highest Rank-1 and mAP on three datasets.
Modular arithmetic and subset sum problem: a state-of-art technique in information security issues towards smart vehicular system

Now-a-days vehicles have been used at a large scale in the modern society. But in many countries the current traffic-safety statistics are very terrifying. This article focuses on the communication security issues in smart vehicular applications. Transmitting messages efficiently and honestly among vehicles is the key issue in this system. At present, the communication in smart transportation systems is vulnerable to various types of security attacks. The different types of attacks in the dense environment mean that the vehicle may receive multiple messages at the same time and it causes authentication problems. To address these problems, we have introduced some technique based on approximation algorithm and linear congruence. A new encryption technique is introduced named as reflected encryption. The different types of experiments on our technique show that our scheme is very secure, robust and efficient for data transmission in smart vehicular system or IoV.
The impact of the use of information technology on the training services quality from trainers point of view in Jordanian knowledge stations

This study aimed to identify the impact of the use of information technology with its various variables (infrastructure, management support for the use of information technology, the response of individuals to the use of information technology, training programs) on the quality of training services from the point of view of trainers in Jordanian knowledge stations.The researchers used the descriptive and analytical approach based on the comprehensive field survey of the studied population, (136) questionnaires were distributed on the studied population, 130 questionnaires were returned, and all were valid for analysis. The study found a set of results, one of them the information technology increases efficiency and effectiveness in training, and that management support was demonstrated by solving problems using information technology and its systems. The study recommended increased attention to infrastructure and intensified management support for trainers of Jordanian knowledge stations, as well as the need to adopt knowledge stations for all methods and strategies that contribute to achieving and increasing the quality of training services.
제주와 몽골의 산육 신앙 비교

The purpose of this paper is to look into the possibility of cultural communication between Jeju and Mongolia, where people have a deep historic affinity, by comparing the aspects of the folkway related to birth and parenting among folklores. To this end, we looked at the myths and rituals related to the birth and parenting folkway of the two regions. Jeju's birth and parenting god is Myeongjinguk Taenimagi, which received the Jade Emperor's recommendation for “Samseung Halmang.” The goddess shows up at the fetus and childbirth site to actively promote th safety of the baby from the threat of “ex-Samseung Halmang,” who play a role as evil god. Mongolia's mountain spirit is “Manzan Gourmet Today,” which inherited the aspect of Ji Mo-shin, and uses heavenly magic books to govern the birth of a child, as well as the life-or-death soldiers of all gods and human beings. However, since the heavenly god does not manifest itself in the process of giving birth or raising children, Mongolians worship a created goddess “Emgelzine Jayagalgari: The Old Lady of Destiny.” There is a “Buldo Maji” ritual in Jeju that uses the sorcery of flowers, and the rite of faith in “Mother Rock” is widely inherited in Mongolia. As a result, Jeju people ideologically view the mythical space of “Seocheon Flower Garden,” and Mongolians regard as the fortress of “Borhan Haldon” as the source of life and death, making trees and rocks growing there as objects of awe. In short, the Jeju Islander and Mogolian commonly saw that the boundaries of the baby’s life and death were unclear until a certain period of time, and thus called the birth and parenting god actively, until the time when the order of life was established. Meanwhile, the difference of birth and parenting ritual between Jeju and Mongolia illustrates the characteristics of the two regions. In Jeju Island, which is based on the farming cultural, the ritual is passed on as a shamanistic ritual culture centering on the sacred field, however in Mongolia which is based on the nomadic tradition, the culture of daily rituals centered on sacred acts.
Adversarial Training for a Hybrid Approach to Aspect-Based Sentiment Analysis

The increasing popularity of the Web has subsequently increased the abundance of reviews on products and services. Mining these reviews for expressed sentiment is beneficial for both companies and consumers, as quality can be improved based on this information. In this paper, we consider the state-of-the-art HAABSA++ algorithm for aspect-based sentiment analysis tasked with identifying the sentiment expressed towards a given aspect in review sentences. Specifically, we train the neural network part of this algorithm using an adversarial network, a novel machine learning training method where a generator network tries to fool the classifier network by generating highly realistic new samples, as such increasing robustness. This method, as of yet never in its classical form applied to aspect-based sentiment analysis, is found to be able to considerably improve the out-of-sample accuracy of HAABSA++: for the SemEval 2015 dataset, accuracy was increased from 81.7% to 82.5%, and for the SemEval 2016 task, accuracy increased from 84.4% to 87.3%.
The Role of Health Information Systems to Support Tourism in Badung Regency, Bali

The importance of health in human life cannot be underestimated.Health helps people develop economically, socially, and culturally if it is prioritized.Understanding the importance of health must be prepared as early as possible.In this case, health promotion and prevention stages are requirements that must be implemented.The availability of health information is one of the promotional and preventive actions that the government may use in order to anticipate negative consequences that may arise as a result of a lack of information about diseases and health issues.Bali, as a tourism destination that attracts people from all walks of life, from different endemic areas, and different rate of vaccinations, requires filtration in order to welcome future visitors.In light of the spread of various diseases in Bali, the government should adopt promotive and preventive stages in addition to the curative and rehabilitative ones, one of which is the development of tourism health information systems.Health information systems, including both the availability of health services and disease-related information, require attention to avoid negative things from happening, which might lead to the need for curative and rehabilitative actions, which, of course, involve substantial energy, time, and money.
DESIGNING A MODEL FOR ORGANIZING THE MANAGEMENT AND MONITORING OF THE PROCESS OF PROFESSIONAL TRAINING OF FUTURE TEACHERS

This article describes the design of the model of management and monitoring of the process of professional training of future teachers and the mechanism of operation of this model.
A Comprehensive Study of Security in Electronic Commerce Frameworks in the Modern Era of Technology

Electronic commerce represents the activity of the buying or selling of products through online services over the internet. Therefore, security is an important issue in e-commerce. In this chapter, we discuss the significance of e-commerce followed by a comparative study of traditional commerce and e-commerce. Afterwards, we discuss the prerequisites for security in e-commerce. Further, we discuss the security system and security measures employed in e-commerce. Later on, we discuss various dimensions of security in e-commerce. Further, we discuss various payment systems used in e-commerce.
PROBLEMS OF IMPLEMENTING SUPERVISION AS A MEANS OF REFORMING TRAINING AND SUPPORTING PROFESSIONAL ADAPTATION OF FUTURE ELEMENTARY TEACHERS

In the modern world there are more and more requirements, both organizational, methodological and psychological, presented to future primary school teachers. Failure to meet the requirements and expectations of the profession can lead the frustration and abandonment of the teaching profession. To minimize the negative consequences of adaptation to the profession, in many countries there is a supervision as a form of support for both students future teachers, and primary school teachers themselves. In Russia, this area of work is still considered innovative, but it has all the prerequisites for implementation and development.
An NLP Based Algorithm for Subjective Answer Checking

In the current pandemic situation, where not only the classes, but also the exams are being conducted in online mode, an artificial intelligence-based agent can evaluate the subjective type answers not only efficiently, but also fairly with considerably good accuracy. Using Natural language processing helps in reducing the manual labor for the evaluation of hundreds of similar answers and makes the process easier and faster. An agent to check answers automatically and provide an evaluation based on certain parameters are the basis for this paper. The tutor/teacher gives certain inputs to the agent which are looked for in the answers and accordingly the answers are graded by the agent. The grades given by the agent are as good as the grades given by a human teacher. In this paper, we’ve proposed a technique using Natural Language Processing to evaluate subjective answers.
Chapter 3. DRM and Consumers

In chapter 3 of Library Technology Reports (vol. 56, no. 1), “Digital Rights Management and Books,” Roncevic provides an overview of DRM from the consumers’ perspective, sharing common frustrations with DRM systems. Roncevic examines how the publishing industry can meet the growing consumer demand for digital content while combatting issues of e-book piracy.
Federated Learning with Random Communication and Dynamic Aggregation

Federated Learning (FL) is a setting that allows clients to train a joint global model collaboratively while keeping data locally. Due to FL has advantages of data confidential and distributed computing, interest in this area has increased. In this paper, we designed a new FL algorithm named FedRAD. Random communication and dynamic aggregation methods are proposed for FedRAD. Random communication method enables FL system use the combination of fixed communication interval and constrained variable intervals in a single task. Dynamic aggregation method reforms aggregation weights and makes weights update automately. Both methods aim to improve model performance. We evaluated two proposed methods respectively, and compared FedRAD with three algorithms on three hyperparameters. Results at CIFAR-10 demonstrate that each method has good performance, and FedRAD can achieve higher classification accuracy than state-of-the-art FL algorithms.
Kajian Alternatif Metode Kerja Perbaikan Trashrack (Saringan) Intake Malalo Unit PLTA Singkarak

The Singkarak Hydroelectric Power Plant with a capacity of 175MW is the backbone of the Central Sumatra Subsystem (SumBagTeng) in the Sumatran electricity interconnection system so that the reliability of the Singkarak hydropower operation must be maintained. However, after more than 12 years of operation the Singkarak Hydroelectric Power Plant suffered damage to the trash rack of the Malalo Intake caused by the September 30, 2009 earthquake that hit Padang-Pariaman where the filter segments and the filter girder beam fell to the bottom of the intake. This results in waste originating from Singkarak lake being free to enter the head race tunnel and then to the generator engine generator which can interfere with the operation of the Singkarak hydropower plant so it is necessary to repair the Malalo trashrack intake. This study aims to evaluate several alternative work methods for repairing the trash-rack intake of Malalo PLTA Singkarak to minimize disruption to the operation of PLTA Singkarak during repairs. Three alternative improvement methods were evaluated using the Zero-One technique and weighting. From the results of the evaluation, it was found that the underwater construction work method is the best alternative to repair among other methods. Furthermore, the details of the implementation plan for the underwater construction work method are presented as a reference for the implementation of the repair PLTA Singkarak trash rack.
PERANCANGAN SISTEM INFORMASI GEOGRAFIS STATISTIK KEPOLISIAN (SIGAP) KABUPATEN GORONTALO

At this time the need for fast, precise and accurate data must be done easily using adequate information technology. The purpose of this research is to make an innovation about the police, both for police administration, crime data, accident-prone and other police data, both in the form of structured data and statistical forms. This system also provides convenience in visualization using a Geographic Information System (GIS) map that displays geographic information on crime data and accident-prone areas so as to provide data information to the police and the public in particular. The system development method used is research and development. This method is very good in developing the system systematically from start to finish at the maintenance stage. The results of this study, in addition to providing a geographic visual display, also provide convenience in terms of information and police statistics in Gorontalo Regency.