Reviewerly/exHarmony huggingface dataset:
Solar Operated Weather Forecasting Station

The electrical energy generated by PV systems depends mainly on the available solar radiation reaching the PV modules.Tracking systems ensure that the sun's rays fall perpendicular on the active surface of the PV module.Improving the efficiency of solar panels is the main task of solar energy generation.One of the methods is a solar tracking system.The most critical parameters of tracking systems is a precise orientation to the sun.This paper presents the outline and execution of a simple, easy and cheaper automatic, Aurdino based single-axis solar tracking for weather forecasting station application.In this paper, single-axis solar trackers' performance based on schedule and light-dependent resistor (LDR) photosensors and a stationary photovoltaic installation in various weather conditions has compared.A comparative analysis of the operation of a manufactured schedule solar tracker and an LDR solar tracker in different weather conditions for one year has performed; also, a simple method for determining the rotation angle of a solar tracker based on the encoder has proposed.I.
Study on the causes of rural lightning disaster and Countermeasures of lightning protection and disaster reduction

With the development of the times and the progress of economy, great changes have taken place in the environment. In recent years, it is common to see bad weather, such as hurricane, drought, lightning and so on. The emergence of these weather has the greatest impact on farmers and crops, especially the lightning weather, not only that, but also sometimes cause personal injury. In the face of the frequent occurrence of bad weather in recent years and its harm and threat to China's agriculture, rural areas, personnel, etc., the author makes a detailed study on the causes of rural lightning weather, analyzes the lightning protection measures in rural areas and their shortcomings, and summarizes the relevant improvement measures.
THE GLOBAL CONTEXT OF OPEN ACCESS TO SCIENTIFIC PUBLICATIONS

Scientific publications are migrating to the digital environment. This phenomenon is characterized by universal norms determined by specifics of the global context ensuring open access to scientific publications. To investigate these norms in this article the ideal type method is applied, and the research data are extracted with the on-line search engine Google Books Ngram Viewer. The results obtained are: a) the study of dynamics of open science is a priority concerning the topics of open access and license of using open information; b) in the area of open science, the importance of studying the forms of access to pre-published works is prioritized; c) “the green access” is the most investigated model of the open access to scientific publications. The publication of scientific results in open access requires regular adjustment to the global norms of open science.
Dissipative search of an unstructured database

The search of an unstructured database amounts to finding one element having a certain property out of $N$ elements. The classical search with an oracle checking one element at a time requires on average $N/2$ steps. The Grover algorithm for the quantum search and its unitary Hamiltonian evolution analog accomplish the search asymptotically optimally in $O(\sqrt{N})$ time steps. We reformulate the search problem as a dissipative, incoherent Markov process acting on an $N$-level system weakly coupled to a thermal bath. Assuming that the energy levels of the system represent the database elements, we show that, with a proper choice of the spectrum and long-range but bounded transition rates between the energy levels, the system relaxes to the ground state, corresponding to the sought element, in time $O(lnN)$.
The Study of Application of Cloud-class to Improve Students’ Information Literacy in College English

Educational informatization is an inevitable trend of education development.Finding a proper way to improve students' information literacy in the process of college English learning is an urgent project.This paper, through the practical research of using cloud-class in college English courses, explores the ways and methods of using information teaching method to improve students' information literacy in the process of college English teaching.It proves that cloud-class is a practical method to enhance students' information literacy and ought to be popularized to other courses.
The Correlation between Students Reading Habit and Their Writing Ability of Narrative Text

The researcher’s conducted a research at State Islamic Senior High School 1 Pekanbaru. The formulation the problems are : How is the students reading habit? How is the students’ ability of writing narrative text? Is there any significant correlation between students reading habit and their ability in writing narrative text? The design of this reseach study was correlational research. The total number of population was 262 students. The researcher used purposive sampling by taking only one class as sample 34. To analyze the data, the researcher used questionnaire and written test. Questionnaire is used to collect the data about students reading habit. The written test of narrative text was intended to find out students writing ability of narrative text. Based on data analysis, the writer found that the average score of the students’ questionnaire for students reading habit is 60.1. it is categorized into good level. students writing ability is 72.4, the score is categorized good level. the correlation between students reading habit and their ability of writing applied to the sample is 0.629, and consulting to the critical values of the r Product Moment with 95% confidence level and the number of subjects 34 was 0.339. Therefore, the writer concludes that there is a significant positive correlation between students reading habit (X) and their ability of writing narrative text (Y).
Learning Media Development of Analyzing Poetry-Building Element Using Sparkol Videoscribe

This study aims to develop learning media to analyze the building blocks of poetry by using sparkol videoscribe in 10th grade students. This research is a development research (R&amp;D). This research method is used to produce certain products, and test the effectiveness of these products. Data collection techniques used were interviews, questionnaires, and learning outcomes tests. The data analysis technique was carried out by analyzing the questionnaire which was seen from the results of the high and low percentage of the needs desired by students and the next teacher. Based on the results of product trials, it shows an increase in learning outcomes of 36.76, with a pretest mean of 41.96 while postest was 78.92. Based on these findings it can be concluded that the development of learning media to analyze the building blocks of poetry using sparkol videoscribe has an effect on the learning outcomes of 10th grade students.
Aplicación de software matemático en carreras de ingeniería

With the aim of finding ways that can lead to solving the problem of learning the exact sciences and involving the university student in a participatory and active way during the semester period with the help of new technologies, the following methodology was developed: a) applications (apps) for smartphones that allow calculations were sought; b) selected the apps, the characteristics for the software were identified; c) groups were selected in which the new method could be tested; d) a bank of problems was developed for the participants to solve, and e) a survey was applied to the students at the end of the courses. As a result of this search, it was found that there are software packages that can be used for physics subjects and that, in addition, meet the requirement of being free (at least in their basic version). After having applied the new method in three groups, in two different semester periods and in different courses, it is gratifying to see that the students were interested in really learning the exact sciences, and even in managing their self-study. The participants were able to develop a higher number of problems than is usually solved with the conventional method.
Kajian Distribusi Konsentrasi Sedimen Suspensi Menggunakan TSS Meter pada Sungai Brantas di Desa Pendem Kota Batu

The river is the site of sedimentation, which sediment is sourced from erosion and erosion of the soil layer on the slopes of the river. This sedimentation can decrease water utilization because it results in reduced capacity and water quality in rivers, irrigation channels, reservoirs, and others. So research is needed to find out the distribution of suspension sediment concentrations to plan the steps in the management of water along the river. The method used in solving this problem is to use portable TSS Meter, Partech 740 structure to facilitate the collection of the concentration of suspension sediment in the field easily at any given height. This study was conducted ten (10) times sampled at different times and days using portable TSS Meter aids to determine the distribution value of suspension sediment concentration at each flow depth. In this study, there is a relationship between flow discharge (Qw) and suspension sediment discharge (Qs) with the equation Qs = 1.1071.Qw2.3488, and there is a relationship between flow discharge and the average suspension sediment concentration with the equation C =Â 12.813.Qw1.3488, and the last obtained magnitude of rouse exponent factor is in the range of 0.01435 â€“ 0.054064.
Usability Problems in GI Web Applications: A lesson from Literature

Abstract. Organizations and individuals are becoming more aware of the benefits of geoinformation (GI) in supporting decision making. That being the case, there is a growing need to develop methods and technologies that make GI easily accessible, retrievable and usable to users. However, usability problems in GI web applications reportedly hinder users from effectively carrying out their intended operations. This paper contributes to a better understanding of GI-specific usability problems in GI web applications by: 1) Extracting usability problems from previous studies, 2) Classifying the problems, and 3) Identifying critical components of GI web applications. A systematic literature review approach is adopted to provide usability evaluation studies. 201 Usability problems were extracted from 12 studies, classified and qualitatively analysed. The results indicate a significant need for a GI specific usability framework, to provide support for GI specific usability evaluation and to provide generic solutions to reoccurring problems.
Wild Animal Recognition Method for Videos Using a Combination of Deep Learning and Motion Detection

This paper proposes a new wildlife image recognition method that combines object recognition based on deep learning and motion detection by inter-frame difference. This method makes it possible that such animal images as difficult to detect by object recognition can be detected by motion detection, and vice versa. The experimental results show the detection ratio and hit ratio are 100% and 84%, respectively, for videos including animals. Our achieved results can provide more efficient solutions for the time consuming and costly mitigation approaches to reduce human-wildlife conflicts.
Relationship Of Self-Development And Self-Perfection In The Organization Of Personality-Oriented Educational Environment

The study is devoted to the analysis of the concepts of "self-improvement" and "self-development" in the organization of a personality-oriented educational environment.Based on the analysis of the concepts of "self-development" and "self-improvement", their essential characteristics are revealed.The article provides a pedagogical analysis of the processes of "self-development" and "self-upbringing" in the personal development at various stages of continuing education and their comparison with such processes as "self-education" and "self-upbringing"; defines the basis for the formation of the orientation of the individual towards self-development and self-improvement, which constitute the attitude towards selfchange in the educational process; the substantial aspects of designing the productive interaction of the participants in the educational process are reflected.Activity is revealed through the organization of pedagogical support, as an element of unobtrusive pedagogical guidance of joint activities, with a focus on the most complete implementation of the processes of personal self-development (self-determination, selfactualization, self-organization, self-realization).As a result of the study, tendencies are established for the development of a personality-oriented educational environment and the implementation of selfdevelopment and self-improvement in the personal and professional formation of modern specialists, the regularities between the pedagogical support of personal self-changes in education and in activity and the results achieved in the educational process, professional activity, in personal growth and improvement professionalism..
On the Formation of Digital Competence of Preschool Teachers at the Present Stage

The article presents an analysis of studies devoted to the formation of digital competence of preschool teachers at the present stage. The article substantiates the importance of the formation of digital competencies among preschool education specialists as the key and modern tools of a teacher in solving a wide range of professional tasks: the implementation of the main educational program of preschool education in a distance format, the implementation of additional educational programs, the use of digital tools in working with parents (legal representatives), as well as in the process of solving operational, everyday tasks of specialists. Applied research methods are: theoretical-analysis of pedagogical and educational literature, articles of teachers-practitioners and researchers in the field of education. The author presents his own structure of digital competence of preschool education specialists, which can be used by teachers, methodologists and managers of the preschool education system in order to determine personal deficits in the formation of digital competencies. The article presents the most accessible ways to form the digital competence of teachers and specialists of preschool education – in the format of self-education, as well as in the framework of the development of additional professional education programs. According to the results of the study, the conclusion is formulated that the formation of digital competence of a modern preschool teacher is one of the key aspects of the success of his professional activity in educational organizations and a really important component in the complex process of becoming a professional teacher who effectively uses digital tools in building a modern and effective educational process becoming a professional teacher who effectively applies digital tools in building a modern and effective educational process. Keywords: digitalization, digital competence of the teacher, digital educational resources, cloud tools of the teacher
Cultural and Aesthetic Needs as Components of the Communicative Activity

The article considers the types of needs of the individual in the field of culture and art as a communicative component of modern society, namely, the cultural and aesthetic needs, which are based on the dissemination of social information. Social information in society is the most important condition for maintaining the activities of individual and collective entities at the level of modern requirements, goals and objectives of the individual. In the modern world, the interaction of cultures is the basis of social development and is of paramount importance, occupying a leading place in the value orientations of people. The information space creates a favorable field for the formation of personality, but also becomes an area of actual reality in which targeted influence and management of human interests, needs, beliefs and views are conducted. The basic needs of people in the field of culture and art can be considered as a way classification of their communicative activity. Developed cultural and aesthetic information needs absorb many of the highest human needs: in building a universal picture of the world and knowing those sides and phenomena that most interest a person in self-knowledge, self-education; in discussing the crucial issues of human being; in communication and self-expression in the development of their human forces and abilities.
Revisiting Graph Neural Networks for Node Classification in Heterogeneous Graphs

Graph Neural Networks (GNNs) have become the predominant technique for learning over graphs. However, there is little understanding of why GNNs are successful in practice. In this paper, we revisit GNNs for node classification tasks and find that GNNs mainly gain from iterative message aggregation, performing embedding transformation during aggregation leads to over-fitting and poor performance. Furthermore, the over-fitting problem is more severe in heterogeneous GNNs because of more complex operations. Driven by these findings, we propose a highway heterogeneous graph attention network that decouples message aggregation and embedding transformation to alleviate the over-fitting problem. To model heterogeneous structures, we design a hierarchical attention mechanism and a node-type dependent gate mechanism. Extensive experimental results show that our model has superior performance over the state-of-the-art methods.
Complete Complementarity Relations in System–environment Decoherent Dynamics

We investigate the system–environment information flow from the point of view of complete complementarity relations. We consider some commonly used noisy quantum channels: Amplitude damping, phase damping, bit flip, bit-phase flip, phase flip, depolarizing, and correlated amplitude damping. By starting with an entangled bipartite pure quantum state, with the linear entropy being the quantifier of entanglement, we study how entanglement is redistributed and turned into general correlations between the degrees of freedom of the whole system. For instance, it is possible to express the entanglement entropy in terms of the multipartite quantum coherence or in terms of the correlated quantum coherence of the different partitions of the system. In addition, we notice that for the depolarizing and bit-phase flip channels the wave and particle aspects can decrease or increase together. Besides, by considering the environment as part of a pure quantum system, the linear entropy is shown to be not just a measure of mixedness of a particular subsystem, but a correlation measure of the subsystem with rest of the world.
Analisis Dampak Internet of Things (IoT) Pada Perkembangan Teknologi di Masa Yang Akan Datang

The internet of things (IoT) is common place from day to day. The main purpose of IoT is to connect the physical to digital world. Thus, the physical world is measured by sensors and translated into data that can be read by the computer (digitization), and the data must be translated into instructions to be executed by the actuator (mover). Due to the increasing use of IoT, the number of platforms designed to support IoT has increased significantly. As a result of different standards, approaches and uses, there are a wide range of IoT platforms. this thing raises problems selecting, understanding, and using the appropriate application. In this paper researchers use the library study method of various journals as a source and will explain how Iot will become a technology of the future.
On the stability of (self-)adaptive behaviour in continuously changing environments: A quantification approach

The concept of self-adaptation and self-organisation (SASO) is a modern approach to cope with the ever-increasing complexity and interconnectedness of large-scale component systems. The basic idea is to react to environmental dynamics and disturbances by re-configuring the productive behaviour and/or the relations to other systems. However, this may result in unstable and even oscillating macro-level behaviour, potentially rendering the adaptation efforts of the contained component systems inappropriate. We assume that such an unstable configuration is an indicator of unexpected behaviour which can lead to a reduced utility of the overall system. To enable the system to be self-aware about such events, we propose a concept to measure the configuration stability of a SASO system by creating a derived time series based on the configurations. This is based on the application of the Kinoshita measure. We show the applicability of the concept and the observed behaviour in different simulated use-cases.
INSTRUMENTAL AND PERFORMANCE TRAINING OF STUDENTS OF THE MUSICAL AND PEDAGOGICAL PROFILE AND ITS CULTURAL AND EDUCATIONAL POTENTIAL: THEORETICAL AND PRACTICAL ASPECT

The article examines the problem of cultural and educational potential of music and performance training in terms of forming the professional culture of future music teachers. In this context, the authors consider the potential of instrumental and performance training as a set of specific features and functions, the implementation of which should ensure the formation of professional culture of future teachers of music. From these positions, we defined the substantial characteristics of cultural and educational potential of instrumental and executive activity and conditions of its realization in educational process of pedagogical ZVO.The article proves that for the fullest realization of the developing and cultural-educational potential of instrumental-performing training of students in a pedagogical institution of higher education, it is important to build an effective system of work in the right direction. The authors see the task of instrumental and performance training of future teachers of music in the education of personal attitude to works of art and to the world, other people, to himself. Thus, the process of instrumental and performing training of future music teachers, which involves the formation of professional culture, should be aimed at mastering performing skills as a way of creative embodiment of knowledge, skills and abilities; on the formation of studentsʼ humanistic orientation, value orientations; on the development of creative independence in the disclosure of musical content; to consolidate the attitude to performing activities in the classroom and gaining experience of free involvement of instrumental performance in school lessons.Among the practical aspects of the formation of professional culture of future teachers in the field of music education, in the educational process the authors focus on the use of a range of pedagogical approaches: systemic, integrative, personal, competence and cultural, which are optimal for the formation of professional culture of future teachers. Process of instrumental and performance training.&#x0D; Keywords: potential, cultural and educational potential, instrumental and performance training, pedagogical approach, future teachers-musicians, art, instrumental performance.
High-Performance FPGA-Based BWA-MEM Accelerator

There is no denying that Bioinformatics is one of the most important realms for our forthcoming development. As a demonstration of this fact, a plethora of new algorithms that were published over the last decade. Those significantly boost up the processes of biological analysis, especially for DNA alignment. Despite their undeniable contributions, it is still far more to state that DNA alignment has already achieved the ideal performance. In this work, we focus on the DNA alignment system which is based on our improved BWA-MEM algorithm that we have already published. Besides that, we also propose some optimization methods which was applied in order to improve the performance as well as the stability of our entire system. The system offers a speed-up by 46.52x when compared with the other computing platforms.