Reviewerly/exHarmony huggingface dataset:
Solar luminosity at Rabia district Analytical Climatological Study

The a study of the number of hours of real and theoretical sunshine duration is one of modern climate studies in the world, as it is supported and confirmed by geographers considering the practical applied approach has its justification in the contemporary climate, and relied on the application of mathematical and statistical equations so it is climatic within the field Applied climate.The sunshine is critical in the proper planning and optimal use of solar energy resources in various fields in order to develop appropriate plans for different activities based on their results.Mathematical relationships have been found to calculate total solar radiation (Rs) from sunshine (real, theoretical, sunshine ratio).The relationship of multiple association of total solar radiation (Rs) with solar sunshine (real, theoretical, sunshine ratio) was positive as it reached (0.998).Mathematical relationships were found to calculate the solar sunshine real (n) of (cloud and fog), and the statistical relationship showed strong inverse corrlation coefficients (r) amounting to (-0.898,-0.888)respectively .As for CC BY
The effect of e-learning through the Learning Management System (LMS) on students' learning motivation in the covid-19 pandemic era at the faculty of social and political sciences Universitas Komputer Indonesia

Purpose of this study to analyze in depth extent theof influence of Learning E-Learning through Learning Management System (LMS) to the Student Learning Motivation Faculty of Social and Political Sciences University ComputerIndonesia. The research uses quantitative research methods with data collection techniques with survey methods. Researchers distributed questionnaires to 93 respondents from 1,227 active student populations of the Faculty of Social and Political Sciences, Unikom. Sampling technique using Random Sampling The results of the study of the indicators of Planning on Learning Motivation with sufficient correlation, significance and accepted hypothesis. Implementation Indicators on Learning Motivation with strong correlation, significance and accepted hypothesis. The magnitude of the effect of the evaluation indicators on learning motivation with a strong correlation, significance and the hypothesis is accepted. The effect of E-Learning on Intrinsic Motivation with a strong correlation, significance and accepted hypothesis. The effect of E-Learning Learning on Extrinsic Motivation with sufficient, significant correlation and the hypothesis is accepted. The effect of E-Learning Learning variables on Learning Motivation with a strong correlation, significance and accepted hypothesis. Conclusion, The effect of E-Learning Learning through the Learning Management System (LMS) on Student Learning Motivation of the Faculty of Social and Political Sciences, Unikom has a strong, positive and significant effect. Suggestions, for Unikom Faculty of Social and Political Sciences students to be able to increase their Learning Motivation when using the Learning Management System (LMS) in the midst of the Covid-19 Pandemic in order to achieve learning goals.
Exploration of Interior Material Based on Plastic Waste

This research is to determine the exploration of interior materials made from plastic waste, such as the process of collecting materials and the stages until they can become interior materials. To find out the process and stages, this research uses data collection methods in the form of observation, interviews, and documentation. The findings of this research are the analysis of plastic waste such as the content and properties of plastic when used as an exploration of interior materials and the strength of the interior material itself. Plastic is not only dangerous for humans, but also endangers all living things and the environment around us, especially according to Indonesian domestic statistics, Indonesia is a country that ranks second in the largest contributor of plastic waste. Based on data analysis, it can be concluded that the formation of knowledge regarding the creation of creative products to tackle plastic waste, by using it as an interior material is able to turn useless objects into very useful object for the survival of human life.
Corpus of Slovak Legislative Documents

Abstract The article describes the construction of the corpus of Slovak legislative documents. By analyzing several statistical values of the source metadata and documents, we efficiently improve corpus quality. We describe the methods used to clean up small variations in metadata, length based discrimination of document and examine the effectiveness of several strategies of deduplication. The corpus is a part of a comparable corpus of legislative documents of seven languages, created in the Multilingual Resources for CEF.AT in the Legal Domain (MARCELL) project.
How to scale hyperparameters for quickshift image segmentation

Quickshift is a popular algorithm for image segmentation, used as a preprocessing step in many applications. Unfortunately, it is quite challenging to understand the hyperparameters' influence on the number and shape of superpixels produced by the method. In this paper, we study theoretically a slightly modified version of the quickshift algorithm, with a particular emphasis on homogeneous image patches with i.i.d. pixel noise and sharp boundaries between such patches. Leveraging this analysis, we derive a simple heuristic to scale quickshift hyperparameters with respect to the image size, which we check empirically.
Investigating the Visual Utility of Differentially Private Scatterplots

Increasingly, visualization practitioners are working with, using, and studying private and sensitive data. There can be many stakeholders interested in the resulting analyses—but widespread sharing of the data can cause harm to individuals, companies, and organizations. Practitioners are increasingly turning to differential privacy to enable public sharing of data with a guaranteed amount of privacy. Differential privacy algorithms do this by aggregating data statistics with noise, and this now-private data can be released visually with differentially private scatterplots. While the private visual output is affected by the algorithm choice, privacy level, bin number, data distribution, and user task, there is little guidance on how to choose and balance the effect of these parameters. To address this gap, we had experts examine 1,200 differentially private scatterplots created with a variety of parameter choices and tested their ability to see aggregate patterns in the private output (i.e. the visual utility of the chart). We synthesized these results to provide easy-to-use guidance for visualization practitioners releasing private data through scatterplots. Our findings also provide a ground truth for visual utility, which we use to benchmark automated utility metrics from a variety of fields. We demonstrate how multi-scale structural similarity (MS-SSIM), the metric most strongly correlated with our study’s utility results, can be used to optimize parameter selection. A free copy of this paper along with all supplemental materials is available at https://osf.io/wej4s/.
The Use of Materials in Environmental Sustainability Criteria in Seating Facilities Design Uses the Concept of Metaphor with a Narrative Approach

This study explains how the application of environmental sustainability criteria with the scope of material efficiency on the concept of metaphor in the design of seating facilities with a narrative approach method. The research is based on the results of UNIKOM students' work in the furniture class in 2021. The research lasted for 4 months. Starting from the pre liminary design stage to the prototype design. The problem of this research is how the narrative approach method to create seating facilities form through the concept of metaphor related to the use of materials in environmental sustainability criteria and the factors that are considered in the selection of materials in environmental sustainability criteria. This research uses a participatory method. Several student works became the object of research. The stages in the design process are making a narrative that functions as a basic design idea, elaborating the narrative, translating the narrative elements on the design in the form of metaphors and using materials. Method Description is used to explain the use of materials in environmental sustainability criteria in the form of seating facilities. The results of the study show that the use of materials in environmental sustainability criteria cannot be fully implemented because they focus on the narrative. Students create forms based solely on narratives using the metaphorical method. However, there are several works that apply the use of materials in environmental sustainability criteria because they are in accordance with the narrative. The concept of metaphor is a tool that translates narration on the idea of a seating facilities design form. The shape created is an original idea from students, students can explore with imagination through narratives and metaphorical concepts, but narratives about environmental sustainability should be considered in creating forms.
PERSONAL BRAND OF A UNIVERSITY TEACHER

The article focuses on increasing the competitiveness of the university with the help of intellectual capital - the teaching staff. The author emphasizes the change in the university teacher’s role in the educational process and analyzes the competencies of the teacher necessary for the successful educational activities in the context of education digitalization. The personal brand of a university teacher is considered as a tool for influencing the target audience to improve the quality of educational services. The conditions of successful personal brand in the system of human resource management of university are analyzed. Special attention is paid to personnel marketing and competency-based approach as conditions to achieve maximum productivity of teaching staff in the educational process.
DIGITAL STORYTELLING AS AN EFFECTIVE EDUCATIONAL TECHNOLOGY FOR TEACHING STUDENTS’ PROJECT ACTIVITIES

The article deals with issues related to the use of effective educational technology for teaching students' project activities on the example of information and communication technologies, in particular, a task in the "digital narrative" format. Various approaches to the definition of the concept of "digital storytelling" are presented. It contains information about various multimedia tools used to create a "digital narrative". A detailed description of the Genially.ru resource is provided, an online tool for creating interactive audio presentations. An example of creating a multimedia presentation in the "digital narrative" format is given.
Contrastive Analysis of Adjective Asai in Japanese and Dangkal in Indonesian

In Japanese, many words have more than one meaning. An example of a word in Japanese that has more than one meaning is adjective asai. Adjective asai in Indonesian doesn’t only mean dangkal (shallow) but has other meanings. Adjective asai that have more than one meaning can be contrasted with adjective dangkal in Indonesian. Using contrastive analysis method, this study aims to analyze the similarities and differences between adjective asai in Japanese and adjective dangkal in Indonesian based on their meanings. Data in this study were obtained from corpus and articles in online news in Japanese and Indonesian. The results of this study there were found the similarities of meanings in adjective asai and dangkal were found in the meaning 1) not deep or close to the surface. 2) knowledge, experiences and thoughts are not enough, and 3) the level of severity was low. While the differences between adjective asai and dangkal were found in the meaning 1) short time, 2) a tenuous or unclose relationship, 3) light color, 4) a faint or light smell, 5) light taste, and 6) petty. The results of this study are expected to be a reference in teaching adjective asai and dangkal as a foreign language, and being a solution for learners to reduce errors in the use of adjective asai and dangkal and errors in the translation of these two adjectives.
YOUTH MENTORING AND COORDINATING IN A DISTANCE FORMAT: THE IMPLEMENTATION IN HIGHER EDUCATION

t. The article considers some peculiarities of organizing distance education and youth mentoring as an integral part of the educational process. Online mentoring during learning process as well as extracurricular activities is characterized through the three directions prescribed by the regulatory and methodological documentation of the Russian Federation education system: – compulsory conditions of organization; – main directions of educational activities; – methods and technologies of organizing educational process as well as youth mentoring.
CBDC bridging between Hyperledger Fabric and permissioned EVM-based blockchains

&lt;p&gt;The last few years have seen a steep increase in blockchain interoperability research. Most solutions connect public blockchains; hence, the main cross-chain use case is token transfer. By-design platform transparency, tamper-resistance, and auditability make blockchains an infrastructure candidate for Central Bank Digital Currencies (CBDCs), but bridging CBDCs is an important missing piece in general. In this paper, we leverage an asset transfer protocol, ODAP/SATP, to define an extendable and dependable blockchain interoperability middleware that can bridge CBDC from Hyperledger Fabric to EVM-based permissioned blockchains. The key interoperation enabler in the solution is a shared asset definition enforced by both sides of the bridge, accompanied by a mapping between Fabric Identities and Ethereum addresses for Identity management. We implement our design for the CBDC use case utilizing Hyperledger Cactus. Through a preliminary performance evaluation, we show that the underlying ledgers heavily influence the latency of the solution, not the bridging components.&lt;/p&gt;
OPPORTUNITIES OF DIGITAL EDUCATIONAL TECHNOLOGIES IN THE PROCESS OF PUBLIC ADMINISTRATORS TRAINING

The paper discusses new trends in the vocational education system, which include: the transition to student-oriented learning, growing attention to measuring the level of mastering competencies, active digitalization of the educational process, the use of online platforms, distance learning, continuous learning. The aim of this article is to analyze the opportunities of new educational technologies, in particular digital ones, in the system of public administrators’ training. The paper substantiates that it is necessary to use remote technologies for updating or transferring knowledge, and to apply the method of project activity and computer simulators for the formation of skills. The paper will be of interest to specialists in the field of additional professional education and leaders in the system of state and municipal administration.
A comparative analysis of Information Resources for Academic Researchers

Research papers are a major part of school and college education. A research paper requires a sufficient amount of knowledge, time, and energy as well as it should create a clear vision for readers. The paper should have a defined audience, a clear purpose, a well-supported thesis, and a clear and perfect conclusion. Therefore, it is very important to gather knowledge, information and data from a well resource. Through this research a study was conducted among the Academic Researchers in order to get the type of information resource most preferred by the Academic Researchers. The survey was conducted on different platforms. The data was collected among different age groups with various information resources i.e., Library, Google, Digital Library, YouTube etc. and analysed on different parameters i.e., Availability, Accessibility and Convenience. The data was analysed and various tests were done in order to test the independence of each and every attribute on SPSS version 29.0.0.0 . It was concluded that all the information resources were used by the Researchers according to their Availability, Accessibility and Convenience.
Students’ Self-Efficacy and Students’ Speaking Skill: A Correlational Analysis

The current research aimed to know the level of the students’ self-efficacy and the correlation between students’ self-efficacy and students’ speaking skills in English. The subject of this research was the students of the Speaking for Academic Purposes class at the fourth semester of the English Education Department at the University of Sulawesi Barat. The total sampling technique was used in this research, and it contained the total active students in the fourth semester of the English education study program was 74 students. The quantitative method was applied in this research, and the design was a correlational study. Furthermore, the instruments attempted were a self-efficacy questionnaire and students’ speaking scores from the Speaking for academic purpose lecturer at the English Education Department at the University of Sulawesi Barat. The first result of this study showed that most of the students had a high level of self-efficacy, and the second result showed that the sig value is 0.81 &gt; 0.05. It can be concluded that rejecting ha and accepting ho means there was no significant correlation between self-efficacy and student's speaking skills.
A Novel Framework to Construct Quantum Circuits of S-Boxes: Applications to 4-bit S-boxes

Abstract In this paper, we present a new framework to construct a quantum circuit of S-boxes.We first model the quantum circuits of S-boxes based on the Toffoli and linear layers. We generate vector spaces with the values of qubits used in the linear layers and apply them to find quantum circuits.Our technique find the quantum circuit by matching the vector space's elements to the S-box's input and output, based on the meet-in-the-middle strategy.We applied our technique to 4-bit S-boxes.While existing LIGHTER-R tools only find 4-bit S-boxes circuits that can be implemented with 4 qubits, our tool accomplishes the same with 5 qubits.Our tool also finds reversible quantum circuits of 4-bit S-boxes, which are odd permutations that LIGHTER-R cannot.We expect our technique will become an important step towards finding optimized S-box quantum circuits.
CATHARSIS PHENOMENON IN THE PSYCHOLOGY OF CINEMATOGRAPHY: DIAGNOSTICS OF EXPERIENCE

The article is devoted to an empirical study aimed at diagnosing the experience of catharsis by the spectator of a feature film. The first part of the article deals with the historical and theoretical aspects of the phenomenon of catharsis, the mechanisms and factors of its occurrence. The second part of the work presents the results of a study of 16 men and 9 women, aged 18-45, who highly rated the feature film "Joker" (authors of positive film reviews) on the popular Internet site www.kinopoisk.ru. The study was conducted to test the hypothesis that watching a feature film of a specific dramatic content can cause a state of catharsis in individuals with certain psychological characteristics. The analysis of the results and the conclusion of the study are presented in the interpretation of different psychological paradigms: psychophysiological and psychoanalytic
Penerapan Sistem Informasi Akuntansi

Accounting Information System is a system within an organization that is responsible for preparing information obtained from collecting and processing transaction data that is useful for all users both inside and outside the company. Accounting information generated by SIA is divided into 2, namely: Financial accounting information, information in the form of financial reports addressed to external parties, Management accounting information, useful information for management in making decisions. Companies can process information more effectively and efficiently with a good accounting information system because they have control over the process, resulting in excellent quality financial reporting results. Relevant, understandable, verifiable, neutral, timely, comparable, and comprehensive financial reports of excellent quality In addition, the accounting information coming out of the accounting information system can be used in the future to make decisions about a company's financial statements or used by people outside the company, such as investors, clients, and suppliers, who are directly involved in the company's business activities. The accounting system is made to meet the information needs of both internal and external parties. The purpose of this system is to generate useful data for both internal and external parties. The company's accounting system can be processed manually (without blocking the machine) or with a computer or other machine, from a simple bookkeeping machine.
Review of Internet of Things (IoT) and Blockchain In Healthcare: Chronic Disease Detection and Data Security

The role of Internet of Things (IoT) technology continues to increase in various fields, especially health. IoT can connect doctors with their patients via the Internet. Portable IoT-based health monitoring devices can significantly reduce the distance between patients and doctors. The important influence of IoT technology in the health sector can be seen from its efficiency and important role in developing and improving the quality of health services. IoT is the last Internet revolution that allows integrity between machines and objects. Developers and users still have to pay attention to data security, considering that medical history is a matter of privacy for some people. Blockchain technology has been predicted by the industry and research community as a secure, fast, reliable and transparent solution for IoT-based systems. Most blockchain technology is used for data management operations in the IoT-based health sector, which improves data security, including data integrity, access control, and maintenance of privacy.
Stochastic gradient descent with noise of machine learning type. Part I: Discrete time analysis

Stochastic gradient descent (SGD) is one of the most popular algorithms in modern machine learning. The noise encountered in these applications is different from that in many theoretical analyses of stochastic gradient algorithms. In this article, we discuss some of the common properties of energy landscapes and stochastic noise encountered in machine learning problems, and how they affect SGD-based optimization. In particular, we show that the learning rate in SGD with machine learning noise can be chosen to be small, but uniformly positive for all times if the energy landscape resembles that of overparametrized deep learning problems. If the objective function satisfies a Lojasiewicz inequality, SGD converges to the global minimum exponentially fast, and even for functions which may have local minima, we establish almost sure convergence to the global minimum at an exponential rate from any finite energy initialization. The assumptions that we make in this result concern the behavior where the objective function is either small or large and the nature of the gradient noise, but the energy landscape is fairly unconstrained on the domain where the objective function takes values in an intermediate regime.