Reviewerly/exHarmony huggingface dataset:
FUNCTIONAL FEATURES OF ELECTRONIC SCIENTIFIC RESOURCES

The purpose of the article is to compare the functional characteristics of electronic resources that serve as a medium for accumulating scientific content and evaluating its quality. The methodology involves the use of such general scientific methods as analysis, synthesis, comparison, statistical method. The scientific novelty of the work is the formation of a system of functional features of electronic scientific resources in the context of completeness of satisfying the information needs of the scientific activity support. Conclusions. In order to integrate scientific research into the international information space and to evaluate the quality of scientific knowledge, scientific citation databases perform their main function: to be a tool for forming a single information environment and a source base for information support of the scientific activity and conducting scientometric research. The functionality of search engines and databases is provided by the organization ofscientific content in the following aspects: content coverage, research areas coverage, data representation, search tools. The highest content coverage has a Google Scholar resource that contains the maximum number of types of scientific content. The basic scientific content that is presented in all the analyzed resources is scientific articles. The analysis of the research areas coverage of electronic scientific resources shows that all the analyzed scientific resources are multidisciplinary. Scopus and DOAJ are the leaders in the numberof basic scientific categories. The analysis of electronic scientific resources by the level of generalization of scientific content confirmed the status of Scopus, WоS, Google Scholar and “Ukrainika scientific” as reference resources. The most comprehensive abstract content is provided by Scopus and WоS resources. An analysis of the search engine of scientific electronic resources shows that the most complete search tools are the Scopusand WоS databases. Domestic resource “Ukrainika Scientific” is characterized by a sufficiently powerful search system too. Google Scholar has the least extensive search filter system. An analysis of the principles of evaluating scientific content has shown the widespread use of traditional metrics: both common (Hirsch index) and original within a particular resource. There is a tendency to involve alternative methodologies forevaluating scientific content.Key words: citation database, electronic resource, search engine, scientific content, functional feature, scientometry
Diversity Control in Evolutionary Computation using Asynchronous Dual-Populations with Search Space Partitioning

Diversity control is vital for effective global optimization using evolutionary computation (EC) techniques. This paper classifies the various diversity control policies in the EC literature. Many research works have attributed the high risk of premature convergence to sub-optimal solutions to the poor exploration capabilities resulting from diversity collapse. Also, excessive cost of convergence to optimal solution has been linked to the poor exploitation capabilities necessary to focus the search. To address this exploration-exploitation trade-off, this paper deploys diversity control policies that ensure sustained exploration of the search space without compromising effective exploitation of its promising regions. First, a dual-pool EC algorithm that facilitates a temporal evolution-diversification strategy is proposed. Then a quasi-random heuristic initialisation based on search space partitioning (SSP) is introduced to ensure uniform sampling of the initial search space. Second, for the diversity measurement, a robust convergence detection mechanism that combines a spatial diversity measure; and a population evolvability measure is utilised. It was found that the proposed algorithm needed a pool size of only 50 samples to converge to optimal solutions of a variety of global optimization benchmarks. Overall, the proposed algorithm yields a 33.34% reduction in the cost incurred by a standard EC algorithm. The outcome justifies the efficacy of effective diversity control on solving complex global optimization landscapes.&#x0D; Keywords: Diversity, exploration-exploitation tradeoff, evolutionary algorithms, heuristic initialisation, taxonomy.
The Use Of Game Technologies In Career Guidance With Senior Pupils

In order to achieve the highest results of professional self-determination of high school students it is necessary to create a single, whole career guidance space.Extra-curricular work, additional education, as well as interaction between school and family are very important in creating such an environment.Additional education is considered and functions as a subsystem of continuous education.All 9th year students of Ust-Jeguta School No. 4 of Karachay-Cherkessia Republic, where the formative experiment took place, attended art school, where we conducted the work of design, decorative and applied art clubs and conducted extracurricular work on drawing.The second block was a set of various game technologies that were designed to stimulate the activity of students, teachers and parents in career guidance work.It was necessary to identify the specifics of vocational guidance game technologies as a means of activating vocational guidance work in the process of studying technical disciplines.In our work, we conducted research on the subject of drawing.The experiment showed that in the process of joint career guidance work of the school it is appropriate to be guided by some recommendations:show a positive attitude to the professional intentions and interests of students;to hold an interesting discussion between the teacher and parents about the problems that have arisen in the course of work;to develop jointly the pedagogical strategy and tactics by the school and the family in the process of helping senior pupils in their professional self-determination.
PERILAKU KECURANGAN AKADEMIK MAHASISWA DALAM PROSES PERKULIAHAN

The purpose of this study was to determine how the image of academic cheating behavior of students in the lecture Student Accounting Concentration of Forces in 2014 and 2015 FKIP Economics. This study uses primary data. The primary data through questionnaires distributed directly to students accounting concentration of forces in 2014 and 2015. Data collection techniques in this study was a questionnaire. The number of samples in this study were 48 students of Economic Studies Program Accounting Concentration Forces in 2014 and 2015. These results indicate that the behavior of academic cheating is at a medium level which students still do a lot of good academic cheating in the exam as well as the provision of duty until in the lecture.
Theoretical aspect of the use of project training technologies in the educational process

International scientific and practical conference «Current trends and factors of the development of pedagogical and psychological sciences in Ukraine and EU countries» : conference proceedings, September 25–26, 2020. Lublin : Izdevnieciba «Baltija Publishing», 2020. 516 pages.
Optimizing the Procurement of IaaS Reservation Contracts via Workload Predicting and Integer Programming

Cloud-based web applications are proliferating fast. Owing to the elastic capacity and diverse pricing schemes, cloud Infrastructure-as-a-Service (IaaS) offers great opportunity for web application providers to optimize resource cost. However, such optimization activities are confronting the challenges posed by the uncertainty of future demand and the increasing reservation contracts. This work investigates the problem of how to minimize IaaS rental cost associated with hosting web applications, while meeting the demand in the future business cycle. First, an integer liner program model is developed to optimize reservation-contract procurement, in which reserved and on-demand resources are planned for multiple provisioning stages as well as a long-term plan, e.g., twelve stages in an annual plan. Then, a Long Short-Term Memory (LSTM) based algorithm is designed to predict the workload in the future business cycle. In addition, the approaches for determining virtual instance capacity and the baseline workload of planning time slot are also presented. Finally, the experimental prediction results show the LSTM-based algorithm gains an advantage over several popular models, such as the Holter–Winters, the Seasonal Autoregressive Integrated Moving Average (SARIMA), and the Support Vector Regression (SVR). The simulations of resource planning show that the provisioning scheme based on our reservation-optimization model obtains significant cost savings than other typical provisioning schemes, while satisfying the demands.
Corpus di letteratura come corpus di lingua: il caso del Medioevo

The implementation of a corpus of a historically determined variety of a language poses very relevant methodological problems.The principle one: is it possible to create a corpus actually representative of a linguistic variety of which we do not know, nor can we know, the extension, and in which the weight of literary texts necessarily is more conspicuous than in a real language?The answer from the point of view of corpus linguistics is certainly negative.But numerous tools are available today (first of all the Corpus TLIO and the Corpus OVI dell'Italiano antico) that would seem to show the opposite.Starting from the OVI experience, some methodological reflections on the creation of corpus of historical varieties of language will be proposed, showing how, although it is impossible to apply criteria of balance and representativeness stricto sensu, a series of corrections can be applied (in in particular by selecting the texts on the basis of the discursive traditions) which allow to have tools that effectively meet the needs of linguistic research.
Strategi Manajemen Kelas Pada Proses Belajar Mengajar Bahasa Inggris di SD Muhammadiyah Boarding School PrambananSleman

English lessons are not the main subject at elementary school level. But in some schools these subjects become part of the local content or become a superior program offered to parents of students. Delivering English lessons is certainly not easy. There are various students who come to school. Student diversity also goes hand in hand with increasing problems in learning. Therefore there needs to be a good class management. In this study the authors, conducted research on the management strategies of English teacher classes in the teaching and learning process at SD Muhammadiyah Boarding School Prambanan-Sleman. This research is a qualitative descriptive study which is done by describing the teacher of English subject class 3 in SDS Prambanan, Sleman. Data collection techniques are done by interview. The results showed that in managing the classroom, there were several steps implemented by the subject teacher. First, the process of greeting, through greetings, recitations or stories at the beginning of the lesson. Second, seating arrangements so that teachers are able to mobilize or condition students in the classroom. Third, stage 3) Starting, by drawing the focus of students in advance on the teacher first before going to the book or worksheet. Fourth, get on with it (teacher activity provides material) and get on with them (teacher and student interaction) in the form of using several methods in learning. Fifth, get them out (the activity at the end of learning) by conveying the conclusions of the day and giving direction to students of the next material.Keywords: Class management, teacher, English lesson
Analysis of Correspondence Reviews Texts and Stars Ratings

The article analyses the connection between the clients’ reviews of the texts and their published ratings. To realize the task the language R and the packages such as jsonlite, tm, SnowballC, wordcloud, RColorBrewer, ggplot2 and others have been chosen. We used the data of the service Yelp, opened for academic goals and analysis [6]. For the analysis we used sentiment analysis. Sentiment analysis is the computational treatment of opinions, sentiments and subjectivity of text.
Guidance Needs of Adolescents Studying in Jawahar Navodaya Vidyalaya: A Study of Jawahar Navodaya Vidyalaya, Kunihar, District Solan, Himachal Pradesh

This study is an attempt to investigate whether guidance needs to adolescents studying in the schools. For this purpose, sample of one hundred and seventy- nine students of the Jawahar Navodaya Vidyalaya were taken through simple random sampling technique. To collect the data, guidance need inventory developed by Dr. J.S. Grewal was used. t- test was applied to find the significance of difference among the various groups. Results indicated that male and female adolescents do not differ significantly in their guidance needs with respect to physical area, social area, psychological area, educational area, vocational area and total area. Arts and science stream adolescents do not differ significantly in their guidance needs.&#x0D; Int. J. Soc. Sc. Manage. Vol. 7, Issue-4: 214-217
FOR STUDY, FUTURE CAREER AND RELIGIOUS PRACTICES: FEMALE SANTRIS’ MOTIVATIONS FOR LEARNING ENGLISH

This paper reports a survey study investigating motivation for learning English of Indonesian female students. The participants were 200 female students of a senior high school of a pesantren in West Java, Indonesia who participated voluntarily. The data was gained through close-ended and open-ended questionnaires. The close-ended questionnaire was adapted from Choosri’s (2011) instrument. The data from the close-ended questionnaire was analyzed quantitatively involving average score and percentage using Microsoft Excel statistical package; whereas the data from the open-ended questionnaire was analyzed qualitatively using Miles and Huberman’s (1994) framework of qualitative data analysis. Based on the data, it was found that the students’ motivations were more instrumental than integrative, especially to continue their study to the university level, to broaden their knowledge, achieve good grade/score, and achieve better career. It was also revealed that religious motivation of learning English existed among the students: expecting to be future pendakwah ‘Muslim preacher’ and making silaturahmi (knowing more and communicating) with English speaking Muslims.
IMPLEMENTATION OF THE CONCEPT OF U-LEARNING» BY MEANS OF MOBILE TECHNOLOGIES

The purpose of the article is to explore the concept of mobile learning m-learning which actively evolves into the concept of ubiquitous learning, a continuous self-improvement process using a variety of information devices from a computer to a smartphone or tablet. The use of mobile information and communication technologies as an effective means of providing access to educational content has been analyzed. The use of mobile applications of promising and effective means of access to educational resources in the process ofself-education is explored in detail. The methodology of the research is to apply a set of general scientific methods: analysis, synthesis, logical method, method of visualization of research results. These methods made it possible to study the essence of the subject under study and to argue the author's opinion on the problem outlined. The scientific novelty of the work is to expand ideas about the possibilities of mobile technologies inthe process of self-education. The use of mobile applications remains relevant in the process of self-education, as an important factor in obtaining and replenishing knowledge, self-improvement in the professional and non-professional spheres. Conclusions. Through the analysis of mobile educational applications, statistics and feedback on their use, the popularity of educational mobile applications that provide access to free online courses by leading scholars, think tanks, and universities in the world have proven to be popular. Theimportance of interactivity as a factor of the integrated approach to providing educational process, creation of information products at the intersection of science, art, and virtual reality, is introduced, introducing into the educational process of game technologies and technologies of the complementary reality.Key words: mobile apps, innovative mobile technologies, internet, a society of knowledge, self-education, Ukraine.
THE EFFECTS OF FOREIGN DIRECT INVESTMENT AND FOREIGN TRADE ON ECONOMIC GROWTH IN THE EURASIAN ECONOMIC UNION: PANEL DATA ANALYSIS

The relationship between foreign trade and economic growth is one of the oldest topics in the economic literature and is still being analyzed today.There are two different views on how foreign trade affects economic growth.These views are respectively, Importsbased growth hypothesis where imports indirectly effect economic growth positively and export-based hypothesis where country's production capacity grows parallel with economic growth.Due to the increasing need for input, more capital, and intermediate goods are exported, thereby increasing exports.In 1991, with the dissolution of the Soviet Union, the countries that gained independence had to adapt quickly to the liberal economy.These countries, whose economic structures are different, have tried to accelerate their economic growth by attracting foreign direct investment and increasing their exports.The foreign direct investment, export, and import variables were statistically significant on the gross domestic product in the model, which was established by the panel data analysis method of Belarus, Kazakhstan, Kyrgyzstan, Armenia, and Russia, which are members of the Eurasian Economic Union, between the years 1995-2018.Among these, the affects of import and export variables were estimated as positive, while foreign direct investment was estimated as negative.GDP leads to a change of
THE COGNITIVE PROCESS OF DIFFERENT GENDER IN WRITING ARGUMENTATIVE TEXT

The aim of this study was to know the cognitive process manner of different gender in writing argumentative text. The population of this study was grade XII of Free Methodist Senior High School Medan in 2019/2020 academic years and the sample was three males and three females. The sample was taken by snowball technique. This study was conducted by using descriptive qualitative research design of which data were the transcript of think aloud protocol and retrospective interview. In analyzing the data, this research used model of Miles and Huberman, namely data collection, data reduction, data display, and data verification. Based on the data analysis was found that male and female had difference manners in writing argumentative text. The male students generated the ideas by brainstorming, and then they outlined the thinking ideas orderly as a guide in writing. In the translating process, they tended to transform the ideas based on the generic structure of argumentative text referred to the outlines which were made before. In the process of writing they did reading and editing words and sentences have been arranged well. In the end of their writing, they tended to read their writing result to make sure. While the female students had different way with male students where in the planning process, they generated the ideas by brainstorming then, they developed the points by outlining the ideas and the ideas were improved the quality by reading and revising the ideas. In the translating process, they tended to develop their writing by structuring it based on the argumentative generic structure without reading and editing because they tended to write it fluently. In reviewing, they did reading the text to check all words and sentences. In addition, they revised the error words and sentences which were found.Keywords: Cognitive Process, Different Gender, Writing, Argumentative Text
Rancang Bangun Real Count E-voting Menggunakan Mikrokontroler

The purpose of this research is to implement an embeded system in a form of a device that can provide e-voting services and a realcount process that can quickly accumulate votes. With this device, it is expected to be a solution to conventional elections that are still prone to fraud, wasteful costs, and inefficient.&#x0D; This device applies NFC technology. Voter’s idcard is used as an identifier, the UID of voter’s idcard is read by the NFC reader and the verification process is running. Voters are entitled to vote if the voters' idcard number is verified and registered in the database. Here the voter will be allowed to proceed for choosing their preferred candidate from the pushbuttons. This device is expected to be saved huge cost by using pushbuttons instead of ballot papers.&#x0D; This device uses the SIM808 module as a data communication medium to send http packages containing uid and vote values to the webserver, to be further matched in a table in the database. When voters vote, the uid of the voter is stored in the results table in the following database with the value of the vote, and if an idcard with the same uid votes again, then the latest vote values will not be store. This method prevents duplication which often happens in conventional voting system. After whole voting ends, the final result is displayed on a web page in a graphical view for the satisfaction of voters. Voting and counting has become much faster and easier as the system doesn't really require counting personnel, therefore there has been a substantial reduction in the number of remuneration that is paid to them. This result menu can only be accessed after the specified time.
Klasifikasi Tingkat Gangguan Tidur Menggunakan Algoritma Naïve Bayes

The Sleep disorder sometimes happens to someone unconsciously. Many health worker need a lot of time to detect the cause of sleep disorder, it is because there are some similar type of sleep disorder. The public health center in Karangmalang Sragen is needed a system to help the health workers to analyze the cause of sleep disorders. The aim of this research is to make a system to analyze the cause of sleep disorder by using the Naïve Bayes method. This research is conducted on Integrated Healthcare Center especially for the elderly in kedungwaduk. This research chooses the Naïve Bayes method to analyzing the type of sleep disorder experiences happen by the patient. The types of sleep disorders that used in this study were insomnia, hypersomnia, narcolepsy, sleep terror, disturbed sleep schedules and nightmares. The result in this study is patients can get solution about their sleep disorder, and also it can reduce the bad effect for the patient. The validation result of the Naïve Bayes method showed that 80% data was accuracy and it will be compared between 10 data from diagnostic test and 30 testing data.Keywords : Sleep disturbance, diagnosis, naïve bayes