Reviewerly/exHarmony huggingface dataset:
PHILOSOPHICAL CONCEPTUALIZATION OF SCIENCE EDUCATION AS A TOOL OF PEACEBUILDING

In this paper, science education is considered as a crosscutting approach, which should be implemented at every level of education (playschools, primary and secondary schools, universities, as well as in lifelong learning). This will make it possible to radically modernize outdated forms of education. Modern education should be based primarily on research because it can protect the educational process from becoming an overt or veiled indoctrination. The training of similar characters is easily exposed to various external manipulations. This approach to education is de facto “education for war” because it doesn’t contribute to the development of holistic personalities that will realize their professional and civic potential in their careers and everyday life. Science education should play a leading role in the philosophy of education for peace offering new style of communication between lecturer (teacher) and student (pupil), as well as an atypical attitude to knowledge, encouraging freedom of knowledge and creativity in the educational process.
Spectrally Similar Graph Pooling

We consider the problem of learning compositional hierarchies of graphs. Even though structural characteristics of graphs can be learned by Graph Neural Networks (GNNs), it is difficult to find an overall compositional hierarchy using such flat operators. In this paper, we propose a new graph pooling algorithm, Spectrally Similar Graph Pooling (SSGPool), to learn hierarchical representations of graphs. The main idea of the proposed SSGPool algorithm is to learn a coarsening matrix which maps nodes from an original graph to a smaller number of nodes in a coarsened graph. The coarsening matrix is trained to coarsen the nodes based on their feature vectors while keeping the spectral characteristics of the original graph in the coarsened one. Although existing graph pooling methods take either feature-based pooling or structure-preserving pooling, SSGPool considers two properties simultaneously in an end-to-end manner. Experiments on various graph benchmarks show the advantage of our method compared to strong baselines. To further investigate the effectiveness of our proposed method, we evaluate our approach on a real-world problem, image retrieval with visual scene graphs. Quantitative and qualitative analyses on the retrieval problem confirm that the proposed method efficiently captures the hierarchical semantic structure of scene graphs.
Self Reorganizing Knowledge Network by Selective Perception

Human being reacts to the familiar things greatly and perceives the things selectively on the basis of own knowledge which is built on the neural network of brain. This function not only produces energy saving for keeping the memory but also makes human being more intelligent. Accordingly in this paper, adopting this human function Self Reorganizing Knowledge network System is proposed and tested with experimental data.
Efficient reinforcement learning for fluid flow control

Despite the low dimensionalities of dissipative viscous fluids, reinforcement learning (RL) requires many observables in fluid control problems. This is because the observables are assumed to follow a policy-independent Markov decision process in the RL framework. By including policy parameters as arguments of a value function, we construct a consistent algorithm with partial observables. Using typical examples of fluid control around a cylinder, we show that our algorithm is more stable and efficient than the existing RL algorithms, even under a small number of observations.
IMPORTANCE OF BUSINESS SOLUTIONS BASED ON BLOCKCHAIN TECHNOLOGY

The aim of this study is to determine the essence of blockchain technology and its capabilities to be utilized in business operations. The paper discusses the importance of blockchain technology and practical possibilities of its application. Based on industry reports, statistics on investments of enterprises in blockchain technology and attitudes of their senior executives towards this technology, as well as the validity of its implementation, have been presented. In addition, the most important advantages of blockchain technology in relation to existing information technology (IT) systems have been specified. The article describes organizational barriers hindering investments in blockchain technology and its actual applications in companies. Performed analyses show that companies around the world are actively investing in blockchain technology. This technology has been found to be positively recognized in business by executives, however companies, while planning its implementation, face numerous barriers which mainly arise from a lack of legal regulations, and technical problems. On the other hand, blockchain technology can be used in many areas of company activities, especially in the supply chain.
Elementary Care Policy After Corona 19 - Focusing on the Analysis of Related Laws and the Development Plan of the Law on Elementary Care -

The purpose of this study is to present the trend of development at the time of enacting laws related to elementary care, which is a recent issue. Elementary care is currently being implemented plurally by various ministries, including elementary care classes currently being conducted in each elementary school, but various problems have been discovered due to the absence of a law that provides an integrated basis for primary care. Accordingly, a law to unify various elementary care currently in effect was enacted, and at the same time, for the realistic development of each project, the subjects and responsibilities according to the place of care, such as caring at school, caring at the local community, and caring at home. It seems that the law should be enacted in accordance with the actual needs of elementary school students and parents. This study is meaningful in that the legal system was analyzed through a qualitative content analysis method, and it was reminded that the subject and responsibility of primary care and the needs of the subject should be clarified in the legal system.
Development of English Teachers Oriented Higher Order Thinking Skills (Hots) In Elementary School of Madrasah Ibtidaiyah (MI)

The aims of this study are: 1) To produce a model of English teaching materials to improve higher order thinking skills (HOTS) for fifth grade students of madrasah ibtidaiyah (MI). 2) Proving the feasibility of the English teaching material model to improve the higher order thinking skills (HOTS) of fifth grade students at madrasah ibtidaiyah (MI). 3) The effectiveness of the English teaching material model to improve higher order thinking skills (HOTS) for fifth grade students at madrasah ibtidaiyah (MI). The research methods used in this study are: research and development (RD2) Effect of effectiveness can be seen in the results of trials of developing English teaching materials oriented to higher order class V thinking skills, this has a high level of effectiveness and attractiveness.
A Study on the flexible follow-up measures for Improvement of the Legal Status of the Professors of closed private universities

Recently, despite the significant impact of corruption or criminal activity by the founders or operators of the university, it is undeniable that the possibility of closing universities increases due to a decrease in the number of school-age students. However, the only result obtained by closing (private) universities, which have been responsible for the axis of public education, is the ‘Trophy’ obtained by extinguishing the legal status (identity guarantee) of members of the closed university.<BR> Article 31 (6) of the Constitution of the Republic of Korea specifies that “Fundamental matters pertaining to the status of teachers shall be determined by Act”(the Doctrine). And generally we understand ‘the status of teachers’ as the content of UNESCO/ILO Article1. Recommendation concerning the Status of Teachers in 1966, “The expression ‘status’ as used in relation to teachers means both the standing or regard accorded them, as evidenced by the level of appreciation of the importance of their function and of their competence in performing it, and the working conditions, remuneration and other material benefits accorded them relative to other professional groups.”<BR> Although it is not a violation of the nature of freedom of private school, which is a basic right, and is constitutionally justified, it is possible to take measures against the closure of universities or the possibility of infringement due to the dissolution of corporations because the basic rights of professors and staff (freedom of study and education) and students (education rights) are separate constitutional rights. It is also the constitutional responsibility of the state to seek out.<BR> Therefore, the State (the Legislative Office, the Ministry of Education, etc.) is based on “the teacher status legalism specified in Article 31 (6) of the Constitution”. The law shall then prescribe matters concerning the minimum duty of protection in the pre- and preventive dimension to prevent the status of professors belonging to universities or crisis universities currently in the process of closing universities from being unfairly deprived.<BR> This is because the educational system that takes on the future of national and social development is based on the agreement between teachers(professors), students and parents, who are the actual parties, and the establishment, management and local residents of the state, local governments or private universities, and the National Assembly, which is the legislative authority, should seek the development of a fair education system.
A Study on Countermeasures against Digital sex crime

Digital sex crime is currently showing an industrialized structure. Therefore, it cannot be denied that digital sex crimes are occurring even at this moment. As such, the fact that digital sexual crimes are becoming more common and prevalent at present proves that digital crimes are becoming more and more serious.<BR> Accordingly, four measures were suggested as countermeasures against digital sexual crimes. The first is to change and improve the awareness of digital sex crimes, the second is to develop a digital sex crime prevention education program and promote and expand legal education, and the third is to use an integrated support system for victims of digital sex crimes, and finally, to actively investigate digital sex crimes. It is the need to cope.<BR> However, as mentioned above, digital sex crimes cannot be solved by simply legal and institutional policies. This is because digital sex crimes are a combination of social structural and cultural issues. Therefore, digital sex crimes should take precedence over changes in the perceptions of ordinary citizens who view these crimes.<BR> The starting point of resolving social structural and cultural problems such as digital sex crimes is only when various practical efforts are made to change and change the perception of individuals who view these crimes, appropriate response to digital sex crimes will be possible.<BR> On the other hand, various policies and standards related to digital sex crimes are proposed by the Ministry of Justice or the National Police Agency, and if such policies are effectively used, it is thought that the prevention of digital sex crimes and the protection of victims will be a step closer. Through these efforts, we look forward to the day when appropriate responses to digital sexual crimes will come.
MISKOMUNIKASI SISWA TERHADAP TUTURAN GURU DALAM PEMBELAJARAN TEMATIK DI KELAS II SDAI eLKISI MOJOKERTO

ABSTRACT The study entitled Miscommunicate Students to Teacher's Speeches In Thematic Learning at Class II SDAI eLKISI Mojokerto aims to describe the forms,causes, responses and characteristics of students' miscommunication to the teacher'sspeech. This study uses a qualitative approach. The research data is the transcribedform of teacher and student communication during the learning process. Data sourcesare teachers and students. Research techniques are observation, recording, andinterviews. The instrument for collecting data is the human instrument using toolsinterview guidelines, Handycam and Tablet Samsung S2.Triangulation data is collected to maintain data quality. Data analysis using flow analysis models, namely datapresentation, data reduction, temporary conclusions and final conclusions. The resultsof this study are the classification of the results of identification of teacher speech tostudents based on their form, causes, teacher responses and characteristics of miscommunication. The conclusion of the research results is that miscommunication not only in the process of reasoning but also in language errors.Keywords : speech, miscommunication, and thematic learning
МЕТОД ПОИСКА ПОСЛЕДОВАТЕЛЬНЫХ ПАТТЕРНОВ ПОВЕДЕНИЯ ПОЛЬЗОВАТЕЛЕЙ В ИНТЕРНЕТ-ПРОСТРАНСТВЕ

One of the important tasks of data mining is to isolate patterns and detect related events insequential data based on the analysis of sequential patterns. The article examines the possibility ofusing sequential patterns to analyze the events of search and cognitive activity of users when interactingwith Internet resources of an open information and educational environment. Searchingfor sequential patterns is a complex computational task whose goal is to retrieve all frequent sequencesrepresenting potential relationships within elements from a transactional database ofsequences of search activity events with a given minimum support. To solve it, the article proposesa method for searching for patterns in sequences of events to detect hidden patterns that indicatepossible levels of vulnerability when performing information search tasks in the Internet space.A mathematical model of user behavior in a search session based on the theory of sequential patternsis described. To improve the computational efficiency of the method, a modified algorithmfor generating sequential patterns has been developed, at the first stage of which AprioriAll isperformed, which forms frequent candidate sequences of all possible lengths, and at the secondstage, a genetic algorithm for optimizing the input parameters of the feature space of the generatedset to search for maximum patterns. A series of computational experiments were carried out ontest data from the MSNBC corpus, the SPMF open source data mining library. The comparativeanalysis was carried out with the VMSP and GSP algorithms. The research results confirmed theefficiency of the search for maximum sequential patterns by the proposed algorithm in terms of theexecution time and the number of extracted patterns. The results of the experimental studies of themethod showed that to increase the stability and accuracy of the work, the sample size obtained asa result of the GA operation will reduce the required number of scans of the pattern database,providing acceptable computational costs comparable to the VMSP algorithm and the GSP algorithmthat exceeds the search time for sequential patterns. an average of more than 150 %.
Implementasi Data Mining Untuk Pengembangan Sistem Rekomendasi Pemilihan SMK Dengan Menggunakan Algoritma Cart

Recommendation for choosing a Vocational High School (SMK) is a procedure that is carried out to provide supporting information for students graduating from SMP or MTS in the selection of Vocational High Schools (SMK) for advanced junior high school or MTS education to Vocational High School (SMK) education. Most countries have formal education systems that are usually needed. Every year, students will look for schools. Problems arise and contain many choices that provide a variety of offers and choices to prospective students. Therefore we need a system that not only provides information about schools, and also is not able to contribute to the appropriate school of each prospective student.The decision tree that produces CART is a binary tree that has attribute values by selecting the most optimal branching in each variable. The principle of the clafication tree is to separate all observations into two observation groups into the next two observation groups, that is, the minimum number of tantrums when the observation group.
Multi-view Arbitrary Style Transfer

In this paper, we introduce pioneering algorithms for multi-view arbitrary style transfer. Multi-view arbitrary style transfer is an advanced study of the conventional monocular arbitrary style transfer, which aims to preserve the consistent style on the common region across the given arbitrary number of views. We intend to address the multi-view inconsistency problem by minimizing the difference in the color and feature values of the corresponding regions. However, the conventional feature extractors generally produce a feature vector of a point from its rectangular local patch, and such local patches are misaligned across the views in a multi-view environment due to various camera poses. Thus, even if we assimilate the feature vectors of the corresponding pixels, since the spatial distribution of the surrounding feature vectors within their local patches are different and decoding such misaligned patches induces misaligned brushstrokes and geometric patterns, these feature vectors can be decoded to distinctive style texture. Based on the observation, we intend to interpret this challenging problem in terms of the photometric inconsistency and the stroke inconsistency. We propose a photometric consistency loss, which directly enforces the geometrically consistent style texture across the view, and a stroke consistency loss, which matches the characteristics and directions of the brushstrokes by aligning the local patches of the corresponding pixels before minimizing feature deviation. Then, We construct an optimization-based multi-view arbitrary style transfer framework (MVAST-O) with photometric and stroke consistency losses and extend it to a feed-forward framework (MVAST-FF) to overcome the chronic computational inefficiency issue of optimization-based algorithms. We validate our methods on the DTU dataset, a large-scale multi-view stereo dataset, and confirmed the superiority on preserving appearance consistency throughout the stylized multi-view images.
Tata Kelola Terhadap Layanan IT Di Kejaksaan Tinggi Kep. Babel Berdasarkan Perspektif Internal Pada Cobit 5

So far, the High Prosecutor's Office for Bangka Belitung Islands has not yet had a certain standard in evaluating service levels. In addition, there has never been an evaluation of governance at the service level at the High Court of Bangka Belitung Islands. In this study, the problem faced is the absence of a standardized governance system both in the management and procurement of IT equipment in each work unit, making it difficult to handle problems for each user. This is because basically services require certain effectiveness in terms of time and quality of services and optimize public service tasks in the legal field. In research using a framework to assess IT governance is Cobit 5. Where Cobit 5 can be the basis for assessment. Based on the results of the analysis using the Cobit 5 framework method using 4 domains, namely APO, EDM, BAI and MEA. The assessment uses the help of a maturity model scale, to see the current maturity level conditions. After obtaining the value of the maturity level, it will be seen in which part is needed to improve first. Thus, the results of this research provide priority domains for improvement. Keywords : IT Governance, COBIT 5, Technology Services
Pengembangan Teknologi ERP Untuk Accounting Management Dan HRM Pada LAKPESDAM PCNU

Along with the development of increasingly sophisticated technology and information, the human need for information technology is also getting bigger. The development of information technology can improve performance and support various activities that can be carried out quickly, precisely and accurately, thereby increasing productivity. The role of information technology, which is a combination of communication technology and computer technology, is also indispensable for an institution to assist in carrying out its activities. Financial reports are one of the determinants of program management. The lack of understanding of the system for branch staff also made actual reporting difficult as staff had to do two jobs in two systems each month. With the existing problem, the existence of an information system in an organization will make it easier for staff in branches to report the results of their activities quickly without having to use two systems. Organizations should no longer go through the manual reporting process, because it takes time. ERP software helps organizations automate most of their activities, so that organizations can focus more on meeting activity demands and improving the quality of their flasks.
OxIS 2019: New Media Habits Meet the Pandemic and Social Distancing

The COVID-19 pandemic has encouraged many activities, from healthcare to education, to substantially increase their reliance in online media. Even a decade ago, this would have been unthinkable. This move has been remarkably successful, despite major issues, such as around those without access to online services in their household. But this success has not only been a function of access but also the degree to which the Internet and related online services had already been embedded in everyday life and work. This paper documents the embedded nature of the Internet in the case of the many countries and the UK – where going online had become a habit rather than a new thing. This is one of a series of reports on the 2019 Oxford Internet Survey, Oxford Internet Institute, University of Oxford. The authors thank the UK Department for Digital, Culture, Media & Sport; Google Inc., and BT, for their support of this survey. This report is the fourth in the series of reports on OxIS 2019. The first report provided an overview of key themes, see: https://ssrn.com/abstract=3493763 The second focused on the narrowing but deepening digital divides across the nation, see: https://ssrn.com/abstract=3522083 The third focused on the rise of mobile Internet use, see: https://ssrn.com/abstract=3538301 All the reports in this series are available through the Oxford Internet Survey (OxIS) blog: https://oxis.oii.ox.ac.uk/blog/.
PENGEMBANGAN ALAT PERAGA MATEMATIKA TERINTEGRASI QR CODE SEBAGAI SUMBER BELAJAR BAGI MAHASISWA CALON GURU

Pre-service teacher s need to have mastery of mathematics teaching aids. Meeting intensity in order to master mathematics teaching aids is certainly needed. Obstacles in the form of limited time for learning mathematics teaching aids need to be minimized. One of the benefits of technological advancement is QR Code. Information about a mathematics teaching aid and how to use it quickly will be obtained by integrating mathematics teaching aids with a QR Code so that pre-service teacher s can easily learn these mathematics teaching aids. The product developed in this study is a mathematics teaching aid that is integrated with a QR Code. The development model that will be used in this research is the 4D model, which includes: (1) Define, the developer analyzes problems and potentials; (2) Design, the developer makes an initial product (prototype) or a product design tailored to existing needs and potentials; (3) Development, divided into two activities, namely: expert appraisal and developmental testing; (4) Disseminate, at this stage the activity carried out is validation testing. The results of the validator's assessment indicate that the QR Code integrated mathematics teaching aid produced in this study falls into the strong category. The developmental testing and disseminate stages for integrated mathematics teaching aids QR Code cannot be done because they are constrained by the Covid-19 pandemic that occurred at the time of this research.
MAIN DIRECTIONS OF IMPROVING THE FUTURE COMPUTER TEACHER’S TRAINING ESSENCE

The article is devoted to the systematic approach issues in determining the main directions of improving the future teachers’ training essence of computer science