Reviewerly/exHarmony huggingface dataset:
Characteristics of structural components, criteria and indicators, levels of formation of value-semantic experience of future specialists in foreign philology

Changing axiological guidelines is a fundamental topic for higher education. In particular, the modern professional training of future foreign philologists cannot ignore the need to turn to axiological discourse. The need for special attention to axiological issues in the context of professional training of specialists of the relevant profile led to the definition of pedagogical conditions for the formation of value-semantic experience of these specialists. The implementation of such pedagogical conditions is ensured, including by the evaluation of the achieved results. The latter determines the research interest in the elements of diagnosis - components, criteria, indicators and levels of their implementation.&#x0D; The purpose of the research is to practically define and substantiate the components of the formation of value-semantic experience, the criteria, corresponding to them, the indicators characteristic of the criteria and the levels of their manifestation are determined. Achieving this goal involves (1) determining these elements of the diagnosis of the formation of a certain competence (or desired quality) and (2) their practical justification.&#x0D; The generalized research experience shows that the diagnosis of the formation of certain competencies (individual qualities) is usually accompanied by the selection of components of cognitive, motivational (value-motivational), operational-activity (functional-activity) and organizational. Taking into account the practice of applying the competence approach to determine the criteria in the work, the criteria of formation of value-semantic experience of future specialists in foreign philology are applied: cognitive, value-motivational, operational-activity, organizational with corresponding indicators, as well as certain levels of their manifestation.&#x0D; The researched and substantiated elements of diagnosis open the way to practical modeling of the structural and semantic model of the process of formation of value-semantic experience of future specialists in foreign philology
COVID-19 Pandemic: health professionals' perception about the assistance mentioned in television media/ Pandemia de COVID-19: percepción de los profesionales de salud sobre la asistencia aludida en medio televisivo/ Pandemia da COVID-19: percepção dos profissionais de saúde sobre a assistência aludida em mídia televisiva

ABSTRACT Objective: Exhibit the health professionals' perception about the assistance provided during the COVID-19 pandemic mentioned television media. Methods: Qualitative study developed after analysis of the videos with a testimonial from practitioners assisting patients with COVID-19, presented by the series Inside Here (in Portuguese, Aqui Dentro), of Globo TV News Jornal Nacional, broadcasted in 2020. Textual data was processed by the software IRAMUTEQ with descending hierarchical classification and content analysis, having the theoretical framework as the psychodynamics of Dejours' study. Results: Three categories emerged: work overload in assisting; subjective mobilization of health professionals; strategies to face in assisting. Final considerations: We verified the physical and psychic work overload during the assistance, but there was a concern to ensure a humanized care. Despite the difficulties faced, the recovery and discharge from patients generated motivation and satisfaction in front of the COVID-19 scenario.
A Critical Study on the Effect of the Case-based Teaching Method in Business English Reading in Higher Vocational Colleges

The research of teaching methods has been attracting L2 researchers and practitioners, for the proper choice of teaching methods may produce a considerable effect on both languages teaching and learning.Case-based teaching method is now widely applied to many courses, which has been well examined in the existing literature.While there still remains some space worth exploring in the field of ESP teaching, especially in business English teaching, which is scarcely studied by many researchers and teachers.In addition, most of the researchers focus their attention on the secondary or tertiary learners.Similar research has rarely been found as regards the business English learners of higher vocational education institutions, and even more scarcely to probe into the problems in the implementation of case-based teaching method in business English reading.Against such a research background, this study was designed to investigate the effectiveness of the case-based teaching method in business English reading at the higher vocational college level, with a special focus on the identification of the problems in the process of implementing the case-based teaching method.The ultimate goal of the study was to help push forward the necessary pedagogical reforms conducted in higher vocational colleges so that the case-based teaching could be implemented to the desired effect.With the mixed design of quantitative and qualitative approaches, the study comes to the conclusions that despite that a few problems or difficulties were found in the implementation of case-based teaching method from the perspectives of teachers, students and administrators, the method is significantly effective in improving students' enhancement in autonomous learning, cooperative learning and independent thinking.
Comprehensive Application of the Theory of Fuzzy Logic and Neural Networks to Predict the Demand for Drugs

Determining the need for medicines and medical supplies is directly related to the characteristics of their products, their actual consumption, and the identification of patterns of changes in demand for them.This article discusses the use of fuzzy logic and a neural network to predict the demand for pharmaceutical products in a distributed network, in conditions of insufficient information, a large assortment, and the influence of risk factors.A comprehensive approach to solving forecasting problems is proposed using: the theory of fuzzy logic -when forecasting emerging and unmet needs and a neural network -if there is a lot of retrospective information about the actual sale of drugs.A method for fuzzy classification of drug demand using ABC and XYZ analysis is described.Using this approach to solve the problems of forecasting demand allows you to get statistics and experience.The general algorithm, mathematical interpretation, and examples of forecasting the demand for pharmaceutical products in the face of uncertainty of information are given, and the general structure of the system for forecasting the demand for drugs is described.A fragment of the program code for predicting the demand for drugs based on neural networks for cases with sufficient sales statistics is presented.
An Empirical Study of the Influencing Factors on the Satisfaction and Reuse Intention of Middle-aged Web Novel Users

The purpose of this study is to empirically identify factors that affect the satisfaction and continuous use of middle-aged web novel users.To this end, a survey was conducted on 580 middle-aged users in their 40s to 60s based on these surveys are as follows.First, the convenience, usefulness, and responsiveness of middle-aged web novel users in the process of using related websites and contents had a positive effect on the flow of web novel users.Second, the characteristics of web novels except usefulness had negative (-) effects on users' resistance.Third, the immersion of middle-aged web novel users was found to have a positive effect on the satisfaction of web novel users, and the negative resistance felt by middle-aged people in the process of using web novel was analyzed to have a negative effect on customer satisfaction.Fourth, the satisfaction of middle-aged web novel users had a positive effect on the intention to use continuously.The results of this study show that, in order to increase the satisfaction of middle-aged web novel users and to improve the resistance and immersion of middle-aged web novel users, the middle-aged web novel users need to reduce the negative resistance and to have a strategic approach to increase the immersion.Moreover, it is necessary to make efforts to improve the web novel so that it can be used more easily and quickly and to feel more convenient and enjoyable in the process of use.
Correlation analysis of heavy metals content in bottom sediments of the shallow zone Sheksninskaya spur of the Rybinsk reservoir in the city of Cherepovets (Russia, Vologda oblast)

The paper presents the results on the content of heavy metals in the bottom sediments of shallow areas of the Sheksninsky spur and the correlation dependences on the content of heavy metals. Significant differences in the content of heavy metals on different banks of the Sheksninsky spur were found only for lead (p=0.042). The matrices of paired correlations were constructed, the analysis of which showed that a greater number of dependencies with heavy metals were found on the right bank. The sorption of mercury by organic matter plays a greater role than the sorption of other elements, the correlation is significant r=0.70. Single exceedances of maximum permissible concentrations (MPC) of lead and copper in bottom sediments of the right bank were detected. Exceedances of element clarks determined for the earth crust were observed for lead, zinc, copper for bottom sediments of the right bank. A decreasing series of distribution of heavy metal concentrations in bottom sediments of the Sheksninsky spur was determined.
The Impact of Power Reconstruction in the Era of Big Data

The important role of data resources in the production of power has realized the reconstruction of the power relationship between the government, market and social organizations in the era of big data.This power reconstruction can be explained from three aspects: At the macro level, it is manifested in the optimization of power relations and a new round of concentration of power; At the meso level, it is the erosion and reconstruction of the government's power base; At the micro level, it is the great satisfaction of public rights and the wanton infringement of privacy rights.
Rotation Forest model modification within the email spam classification

Increased use of email in daily transactions for many businesses or general communication due to its cost-effectiveness has made emails vulnerable to attacks, including spam. Spam emails are unsolicited messages that are very similar to each other and sent to multiple recipients randomly. This study analyzes the Rotation Forest model and modifies it for spam classification problem. Also, the aim of this study is to create a better classifier. To improve classifier stability, the experiments were carried out on Enron spam, Ling spam, and SpamAssasin datasets and evaluated for accuracy, f-measure, precision, and recall.
REALIZATIONS OF PROJECTION IN NEWS STORY AND EDITORIAL TEXTS

ABSTRACTThis research deals with projection that is used in news story and editorial texts. Projection is well defined as representation of a linguistic experience in another linguistic experience. Projection is equivalent to direct and indirect or reported speech in traditional or formal grammar. As projection is an element of the logical function, it is realized as a clause complex, where there are at least two clauses. With reference to some theories, projection is also potentially realized in the form of single clause and phrase. The aim of this research is to describe similarities and differences with reference to the realizations of projection used in the news story and editorial texts. This research is conducted by using descriptive qualitative design. The data of this research are clause complexes containing projection in news story and editorial texts of Indonesian newspapers. The sources of data are taken from news story and editorial texts of four newspaper publications, namely the daily Kompas, Republika, Waspada and Sinar Indonesia Baru (SIB). The four daily newspapers are assumed to represent national and provincial or local newspapers. Each of the newspapers is represented by seven headlines for news story texts and seven leading articles for editorial texts. The data are analyzed by using interactive model in which the clause complexes are analyzed with reference to systemic functional linguistic (SFL) theory about projection. The findings indicate that there are similarities and diffrences with reference to the realizations of projetion in the news story and editorial texts of Indonesian newspapers. Keywords: Projection, News Story, Editorial, Newspaper, Systemic Functional Linguistic
Kontribusi Penggunaan Internet Sebagai Sumber Belajar Dengan Hasil Belajar Mahasiswa Jurusan Teknik Otomotif FT-UNP

Lack of internet use as a learning resource for students in the teaching and learning process and the lack of optimal learning outcomes achieved by students in automotive engineering. This research is an ex post facto type, which is to find out how much the contribution of internet usage as a learning resource with the learning outcomes of students of automotive engineering FT-UNP. The population in this study were the 2015 class students who were enrolled actively in the Automotive Engineering Department of UNP-FT, totaling 137 students and the sample of the study was 58 students. From the results of the study, the level of achievement of internet use as a learning resource (X) is 92.97% (very good) and the level of learning achievement (Y) is 83.95% (good). The existence of a positive and significant relationship with the correlation coefficient r count&gt; r table (0.456&gt; 0.254) and the significance test correlation obtained t count&gt; t table (4.322&gt; 2.003) at a significant level of 5%. The strength of the relationship is quite strong. Determination of determinants shows that internet usage provides significant learning outcomes of 20%.
Proposal of a Method to Measure Test Suite Quality Attributes for White-Box Testing

As an important asset in software testing, measuring quality attributes of the test suite is important to describe the quality of software.This research proposes a method to measure the test suite quality attributes for white-box testing.The attributes are usability, efficiency, reliability, functionality, portability, and maintainability that are selected from 28 attributes in software quality.By using the proposed method, the test suite quality attributes are calculated with various results of level of quality.The result of test suite quality attribute measurement then proves the validity of its result by the reliability analysis.It is used Cohen's kappa coefficient to validating the result of test suite quality attributes measurement based on the level of agreement between the result of measurement and expert assessment.Reliability analysis on test suite quality attribute finds the attribute that strongly related based on the minimum percentage of level of agreement value are usability, reliability and functionality.Hence, our proposed method is useful to measure test suite quality attributes.
Problems And Solutions In The Field Of Pedagogy

This article provides an overview of the shortcomings in online education in today's pandemic conditions and the possible solutions to them. Indeed today, the quality of online education is at a very above level and not everyone is aware of it. If this article is little, foreign experiments have come to eliminate these shortcomings.
Examining the Financial Development–Economic Growth Nexus from an Institutional Approach: Evidence from Non-Oil Arab Countries

This paper highlights how institution quality plays an important role in the financial development and economic growth nexus in six developing Arab countries. Several estimations were calculated using the generalized method of moments (GMM) covering the period from 1990 to 2016. The results for the selected countries show that the institutions’ quality is responsible for diffusion between financial and real spheres. Thus, the financial system needs good institutional quality presented by better socio-economic conditions, corruption control and a well-respected legal framework to accelerate economic growth.
Archives as Information Infrastructure and Their Urgency Towards Research

This research was conducted to investigate archives as information infrastructure in research. This term is used because archives are seen as the primary source for research. Thus, it is very fundamental and urgent for researchers regarding the data to be used and their accuracy is reliable. The research used a qualitative descriptive method in the frame of a constructivist approach in reading the phenomena of UIN Sunan Kalijaga Archives. Data collection was carried out using three main techniques, namely interview, observation, and documentation. The results of the study found three important issues related to the existence of archives as information infrastructure on research, i.e. archives as a means of historical preservation, primary document, and research development capital. As a curator of history, it seems that its function is very important in historical research because its birth was not intended to produce historical materials, but was born by itself following the interaction of the people. As a primary document, archives are important because they were born simultaneously with events, not from the stories of social actors. As for the framework of research development capital, archives are a source that has a high degree of accuracy, so that its function in research is very important to produce qualified research.
The Impact of Intellectual Capital on Job Performance based on Faculty Members’ Perceptions at Universities

Intellectual capital considers intangible efforts that complete each other. The conversion of efforts and knowledge into valuable assets has come to be known as intellectual capital. This study aims to examine the impact of intellectual capital on the job performance of faculty members at universities. The study used a cross-sectional design. The study population was the academic staff at Jordanian universities. The participants were chosen randomly from different faculties. The study relied on a quantitative method, and the tool for data collection was a questionnaire. The results found that the intellectual capital at universities was high, and the job performance of these universities was also high. In addition, the study found a highly positive impact of intellectual capital on job performance. This study discovers the impact of intellectual capital on the job performance of faculty members at universities. It also draws attention to the importance of intellectual capital in enhancing university performance. This study is useful for decision-makers at universities to maintain their performance and improve the higher-education system in Jordan.
Autoencoder-Based Multi-Step Information Augmentation for Improving Multi-Layered Neural Networks

The present paper aims to propose a new type of learning method for information augmentation by increasing the number of inputs or input dimensionality with multiple steps for improving supervised learning. One of the major problems of neural networks is that multi-layered neural networks, as a property of multi-layers as an in-formation channel, principally tend to lose any information content, for example, input patterns or error gradients. For overcoming the loss of information, unsupervised pretraining was proposed, giving initial weights for the supervised learning. However, the unsupervised pretraining to train multi-layered neural networks turned out to be not so effective as had been expected, because connection weights obtained by the unsupervised learning tend to lose their original characteristics immediately in supervised training. To keep original information by unsupervised learning, we try here to increase information in input patterns as much as possible to overcome the vanishing information problem. In particular, for acquiring detailed information more appropriately, we gradually increase detailed information through multiple steps. We applied the method to the real eyetracking data set, where the number of inputs was strictly restricted and the majority of inputs were highly correlated. When the present method of information augmentation was applied, it was confirmed that generalization performance could be improved. Then, we could interpret the importance of input variables more easily by treating all connection weights collectively. In addition, this interpretation of collective weights conformed to that of the findings by the conventional eye-tracking experiments.
A study of Storage Area Networks and issues in its management

A data center has hundreds of servers and storage devices running on virtual machines that can be deployed and migrated over servers as per the requirement. If each server uses local storage, migration of this storage and restoration is mandatory. An attempt to organize and track storage throughout the data center is quite tedious. Using a dedicated storage system like a storage array, it possible to collectively monitor and manage such a network. A storage area network is essentially a network dedicated to storage devices. A storage area network can interconnect devices in all its layers, therefore improving storage availability. Interconnecting all elements in SAN also reduces the chances of a single point of failure. Using the storage devices collectively improves their utilization. SAN offers to manage and maintain all devices in the network. Although SAN is beneficial, it has drawbacks when configuring, monitoring, and managing components in a large-scale network. This paper consolidates the problems associated with SAN and offers possible solutions to overcome them.
THE DEVELOPMENT OF STUDENTS' SPEECH THROUGH VOCABULARY WORK IS ONE OF THE LEADING TASKS OF THE RUSSIAN LANGUAGE TEACHER

The question of enriching the vocabulary of a modern student is very relevant today. In the conditions of scientific progress, more and more new words come into use, many of which are difficult and incomprehensible. Therefore, the primary task of the Russian language teacher is to work on enriching and clarifying the vocabulary of schoolchildren: the more words a person owns, the more accurately communication between people is realized both in oral and written form. In order to improve speech culture, a prominent place should be occupied by exercises aimed at expanding the active vocabulary of children, as well as developing their ability to choose from their vocabulary to Express thoughts those words that most correspond to the content of the utterance and make it correct, accurate and expressive.
KORPUS LINGVISTIKASIDA TARJIMASHUNOSLIK MASALASI

This article will discuss the role of the parallel corpus in text translation and its importance in the study and comparison of languages. Moreover, the technology compiling of parallel corpus was taken into special account.