Reviewerly/exHarmony huggingface dataset:
Simulasi Algoritma Jaringan Syaraf Tiruan Order-Satu

Abstract Artificial neural network is a computational algorithm that mimics the workings of nerve cells. All the incoming signal is multiplied by a weight that is on each input, by neuronal cells, all signals have been multiplied by weights are summed and then added again with bias. The sum is input to a function (activation function) produces the output of neurons (here used a linear activation function). During the learning process, the weights and biases are always updated using learning algorithms. if there is an error in the output. For the identification process, the weights are directly weighing input is what is called as a search parameter, the price of w1, w2, w3 and w4. In the on-line identification, neurons or networks of neurons will always be 'learned' every input and output data. Keywords: neuro, activation function, learning constants.
Patriotic education of future teachers in a university

The purpose of the study: to identify the pedagogical conditions for patriotic education of future teachers in a university. Object of study: educational system of a university. Subject of research: patriotic education of future teachers in a university. In accordance with the purpose of the study, the following tasks were set: to identify the main theoretical aspects of patriotic education of future teachers and its features; to characterize the forms, methods and means conducive to patriotic education of future teachers; to identify pedagogical conditions for patriotic education of future teachers; to develop components for patriotic education of future teachers on the basis of the analysis of scientific literature. In this study, the following research methods were used: analysis, synthesis, analogy, abstraction, the study of psychological and pedagogical literature, questionnaires. The theoretical significance of the work is to comprehend and theoretically revise the problems devoted to patriotic education of future teachers in a university. The essence of patriotic education of young people in modern conditions is presented, which is understood as the formation of a patriotic consciousness (responsible attitude to nature, to oneself, as a whole with nature and society, to the world around and to the Motherland; focus on the value aspect of the formation of patriotism); patriotic behavior (activation of the activity aspect of future teachers), and patriotic feelings. The components of patriotic education are presented: motivational, cognitive, emotional, and activity components. It is concluded that the relevance of this problem is quite acute, and it is necessary to strengthen attention on patriotic education of youth. A survey conducted to study the level of patriotism of future teachers showed that negative qualities such as negativity towards modern political systems; negative attitude to their country; the desire of youth to leave Russia and live in Europe and the USA; highly developed individualism, egoism; disrespect for the older generation prevail in the minds of young people.
The role of mentoring in the dual system of youth education in the period of digitalization of society

In Kazakhstan, there are colossal changes in the entire education system, which should lead to radical transformations not only in education, but also in the entire economy. In the republic, one of the most promising novelties in modern educational technologies is dual education. Since the development of the economy requires an influx of qualified personnel, in recent years the demand for trained and competent specialists has been growing. However, it is not a secret for anyone that the knowledge and business, working skills of the majority of graduates of educational institutions - specialized, higher - do not completely coincide with the real requirements of industries, companies, organizations. As a rule, it requires additional teaching to get the right specialist, which, in turn, takes time and money for additional training, and besides, there are losses in the work process due to the inferiority of the employee. Hence the necessity follows dictated by the life itself, in the process of training future specialists, along with theoretical knowledge, to teach practical skills oriented towards real production and organization It also makes sense to partly orient the theoretical basis of training to a specific production, business process. In fact, we are talking about a kind of symbiosis of theory and practice, for the implementation of which we need different actions. State - for the legislative basis of dual education. Scientific - for the preparation of guidelines for the organization of this form of training. Organizational - for the formation of new target associations, such as research and production centers, various collaborations of educational and industrial, business formations. At the same time, a special role in the implementation of dual technologies is assigned to mentoring young people.
SMART TOYS: PREREQUISITE FOR DEVELOPMENT IN TODDLERS

Play is very important in all round development of a toddler and toys are indispensable play tools. Computer-mediates toys are very popular among young children and smart toys are one of them. This paper discussed smart toys as a prerequisite for developmental abilities in toddlers. A toddler was described as a child between 12 to 36 months that during this stage, development flourishes through sensory and motor exploration. Smart toys also described, toys for kids at this stage were listed. Best smart toys for toddlers’ development and adaptable smart toys were also discussed. Advantages of smart toys in the development of toddlers and how to choose smart toys for toddlers were discussed. Conclusion was drawn based that smart toys can help in children`s development and enhance their learning. It is recommended that the government should invest more on smart toys for toddlers to learn
STUDENTS’ ABILITY IN VOCABULARY MASTERY AT THE SECOND GRADE STUDENTS’ OF SMPN 10 MERANGIN ACADEMIC YEAR 2019/2020

The purpose of this research was to describe students ability in vocabulary mastery in the sentence and descriptive text at the second grade of  SMPN 10 Merangin. The problem of students was have lack of vocabulary mastery. Vocabulary is one of the most important skills and skills required in learning a foreign language. It is a basic component of understanding all language skills namely reading, listening, speaking, writing, spelling and pronunciation. The research was used descriptive quantitative research. The population of this research was the second grade of SMPN 10 Merangin academic year 2019/2020, and population of this reseach consist of 204 students. The sample for the research was 51 students, researcher used simple random sampling to take samples. This means that every students has the same opportunity to be selected as a sample  To collect the data, the researcher was used tests, the test was multiple choice question. For research instruments on the validity researcher used content validity and expert validity. Based on the analysis of data, the students ability in vocabulary mastery based on the sentence and descriptive text, the students got score in the first level was excellent criteria (11 students or 21.57 %). The most of the students got score in the second level was good criteria (26 students or 50.98 %). The third level same with the first level was enough criteria (11 students or 21.57 %). And the last level was poor (3 students or 5.88 %). The average score of students ability in vocabulary mastery based on the sentence and descriptive text was 71,24 or in good criteria. The ability of students in vocabulary mastery based on the indicators that in Word Formation was (69.09%), Word Function was (59.80%), Aspect of Meaning was (71.57%), and the Spelling was (98.04%). So, the dominant difficulty in mastering vocabulary in the second grade students at SMPN 10 Merangin was the Word Function. Researcher give suggestion for teachers to innovate more often and increase creativity in teaching so that students are more active, enthusiastic and innovative in learning, furthermore for students to be more diligent in learning even though they have been taught in school, students are also looking for additional learning resources such as tutoring, looking for lesson materials on the internet, etc. next the students focus more and pay attention to the explanation that is taught by the teacher in other to increase their understanding
REFLEXIVE-VALUE SUPPORT OF VOCATIONAL CREATIVE TRAINING OF EDUCATION STUDENTS: THE CONCEPT STRUCTURE

The article presents the structure of the concept of reflexive-value support of vocational creative training of students of pedagogical universities. The said concept is considered as a system whose structure is a logically determined interconnection of three components (values-goal orientations, theoretical content and the normative model for the concept implementation), which sequentially reveal its three aspects (socio-cultural, epistemological and practical). The goal of the concept was determined, and the decomposition of the general goal was presented. The place of the concept in the structure of modern theories of pedagogy and axiology was determined. The factors that outline the boundaries of applicability of the concept were established: objects of reflexive-value support of vocational creative training of students of pedagogical universities; features of the population of the process of reflexive-value support of vocational creative training of students of pedagogical universities; the level of scientific knowledge in the field of methodology, theory, and technique of reflexive-value support of vocational creative training of students of pedagogical universities based on the provisions of system-synergetic, axiological, culturological and reflective-activity methodological approaches.
Automated E-Commerce and Web Automation using Puppeteer

Automation replaces human work in repetitive, tedious tasks, and minimizes the quantity of errors. With the correct automation tools, it's possible to automate browser tasks, web testing, and online data extraction, to fill forms, scrape data, transfer data between applications, and generate reports. In this paper we will discuss about Automated E-Commerce website. The research project focuses on automating the task of placing an order of particular set of items from an online website. The idea is to save time and effort of the user by automating every task from signing in to adding products to the cart and filling up all the forms and placing order. The project also aims at providing the user a Real Time notification through mail for any Price Drops for a particular product that the user wishes to buy in future. Therefore, it also acts as a Price Monitoring System. There are various automation tools out of which we will discuss about Puppeteer.
AN ANALYSIS SPEAKING ABILITY OF USING ASKING AND GIVING OPINION AT EIGHT GRADE OF SMP N 22 MERANGIN ACADEMICYEAR 2019/2020

The purpose of this research was to describe the student’s speaking ability in using asking and giving opinion at eight grade of SMPN 22 Merangin. The problems of students’ was couldn’t speak with appropriate grammar patterm , vocabulary, comprehension, fluently and pronunciation, those are basic aspect of speaking. The research was used descriptive quantitative method. The population of this research waseight grade of SMPN 22 Merangin academic year 2019/2020, the sample of the research was 32 student’s. The researcher used total sampling to take sample. To collect the data, the researcher was used test, the test was speaking test. For research instrument, the researcher used content validity. Based on the analysis of data, it found that students’ speaking ability the highest total score was in aspect of accuracy, with total score was 107. The second highest total score was in aspect fluency, with total score 96. The third highest total score was aspect pronunciation,with total score was 85. And the lowest total score was aspect intonation, with total score was 80.Based on the conclution, researcher wants to give the suggestion: For the students’ should be improved the pronunciation, intonation, fluency and accuracy aspecially in using asking and givingopinion. The students’ are expected to practice their speaking ability inside and outside the classroom to have better in speaking . For the other researcher, the researcher hoped this research can be used to be guidance in conducting relevant research.
사회통합 과정에서 나타나는 중국계 다문화가정 아동의 조음 양상 - 취학 전후 아동의 파열음을 중심으로 -

The purpose of this study is to examine the errors in the consonants of Korean sounds of Korean-Chinese children around the school age, and to identify how the errors in consonants of children from multicultural families were influenced by the phonological system of the Chinese language, the mother language of Chinese mothers. As a result, Korean children show fewer stop consonants than multicultural children, and 7-year-old children of multicultural families show more stop consonants than 9-year-old multicultural children. Furthermore, it was found to be correlated with Chinese mothers'' proficiency in Korean. In other words, the lower the Chinese mother''s proficiency in Korean, the higher the error in the stop consonants of children from multicultural families. Children from multicultural families have difficulty discriminating and pronouncing the stop sounds. (Woosuk University)
Penerapan Genetic Neural Network dalam Pemilihan Color Palette untuk Desain Skema Warna

Artificial Neural Network (ANN) is a branch of Artificial Intelligence which possesses great potential. However, ANN has a huge drawback: the need for complex parameters to train a developed ANN in order to provide the right solution to the proposed problem. One way to overcome this weakness is the use of Genetic Algorithm as the best parameter selection method for a ANN. In this study, said concept was applied in an application that aims to help solve one of the aspects of design that has a high significance, namely color selection, by implementing both technologies simultaneously into a predictive system. To predict colors based on given parameters, the algorithm is formed to distinguish how colors are used so that they are able to group colors into specific color categories to then be combined to form a palette, which can be the basis of a color scheme for various design purposes. Based on the results of this study, researchers hope to provide additional insights into various fields that can synergize with Artificial Intelligence and its derivative disciplines to improve efficiency in various occupations, of which design is one of them.
UofL Libraries: Evaluating Expertise: Handout

Learn about the value of expertise and how to assess the authority of experts, based on credentials, reputation, and situational context.
Assessing the validity and reliability of Turkish Discourse Bank (TDB 1.0)

Manually annotated linguistic corpora record language users’ intuitions electronically. Reusability of annotated corpora depends on adopting an annotation approach which aspires to be linguistically sound and reliable. The major goal of this study is to present an overall assessment of the validity and reliability of Turkish Discourse Bank (TDB 1.0), the first discourse-annotated corpus of Turkish, via two approaches referred to as the Overall Approach and the Common Approach. The chapter discusses the results both quantitatively and qualitatively and hopes to contribute to an evolving effort that brings together linguists, corpus linguists and computer scientists to move towards good practices in annotation science from the viewpoint of Turkish discourse.
Obstacles facing women-owned enterprises: a case for sub-Sahara African women

Women-owned enterprises face several obstacles. However, it is not clear which of these challenges are the most severe within Sub-Saharan Africa (SSA). Therefore, the purpose of this study is to identify and rank the obstacles facing women-owned enterprises in Sub-Saharan Africa (SSA). This knowledge is crucial for planning and allocating resources in a way that can better support the development of women-owned enterprises in SSA. This paper utilises secondary data collected by the World Bank Enterprise Surveys from 40 countries within SSA. A total of 2341 female business owners were interviewed between 2006 to 2018. This data was downloaded and analysed using exploratory data analysis. The findings showed that the lack of access to finance is the biggest obstacle facing women-owned enterprises in SSA. This is followed by the absence of electricity, practices of the informal sectors, tax-related issues and political volatility. Overall, the barriers militating against women-owned enterprises in SSA are largely exogenous, which means that women have little or no control over them. This study contributes to the literature on gender and entrepreneurship by ranking the obstacles that confront women-owned enterprises in a developing country region such as the SSA. It contributes to the knowledge that policymakers require for policy development and effective resource allocation within SSA and other developing countries. For women entrepreneurs, this study unravels endogenous barriers that are within the scope of female business owners. Therefore, women entrepreneurs can take innovative steps to resolve such barriers rather than wait for external assistance, which frequently never arrives.
The Role of Visualization in Mathematics and its Implementation in Nomotex DLS

In this paper, visualizations of second-order curves are considered, created in the Digital Learning System (DLS) Nomotex. Engineering and mathematical examples related to these concepts are given. The visualization collection created on the basis of the Nomotex platform is used for training engineers at the Bauman Moscow State Technical University. Engineering examples help students better understand the essence of mathematical concepts, as well as learn where this section of mathematics is applied. The paper provides mathematical and engineering examples on this topic, in particular, various images of an ellipse and its properties are given, an elliptical reflector is demonstrated. The article discusses the feasibility of using engineering examples for a particular specialty. The paper compares the performance of students using the Nomotex platform and students studying in the traditional way. The authors estimate the time required to create such visualizations. The authors note the expediency of creating a collection of visual mathematics, which would contain similar visualizations for all mathematical concepts. All examples are implemented using Phyton language facilities.
Strategic Management, Organizational Context and Firm Performance: A Critical Review of the Literature

Strategic management is a broad concept that embraces the entire set of managerial decisions and actions that determine the long run performance of the organization (Koteen, 1989).Poister and Streib (2005) noted that strategic management as being concerned with deciding in advance what an organization will be doing in future (planning) determining who will do it and how it will be done (resource management) monitoring and evaluating ongoing activities and operations (control and evaluation).Strategy is the direction and scope of an organization which achieves advantage for the organization through configuration of resources within a changing environment to meet the needs of markets and to fulfill stakeholder expectations (Johnson and Scholes, 1999).Organizations operate within different contexts and these affect the managerial contexts which impact on strategic management processes within the organization.Aosa (1996) in his research, noted that the managerial context in Africa is different from that of developed countries.He further noted that there are various contextual factors that influence managerial processes.He noted that there are a broad range of environmental factors that influence managerial processes.These include social, cultural, economic, political and legal, and technology factors.As firms compete in the market, performance measures become important to assess respective firm's competitive advantage.The key perspectives of performance relate to organizational goal accomplishment and effectiveness and efficiency in resource utilization.Performance indicators include financial e.g. return on investment and gross profit margin and non-financial indicators e.g. market growth, market position and technology efficiency.Studies that have been done on the relationship between strategy and organization performance have resulted in divergent views on the nature of the relationship between strategy and performance.Greenley (1986) in his study of the relationship in relation to manufacturing companies concluded that data is far from conclusive on establishing a relationship.Arasa and K' Obonyo (2012) performed a study on the relationship between strategic planning and firm performance giving attention to the strategic planning steps.From their study they concluded that correlation analysis results indicated the existence of a strong relationship between strategic planning and firm performance.This paper seeks to establish the current results of empirical studies in the relationship between strategic management, organizational context and firm performance.The anchoring theories for this study are Contingency Theory, Resource Based View, Dynamic Capabilities Theory and Industrial Organization Theory.The Contingency theory notes that best practices are derived from the contingencies of the situation.The Resource based view focusses on the firm and how the firm is able to utilize its resources for
How to Perform Machine Learning

Machine learning is a rapidly evolving and exciting discipline within computer science, blending a range of skills including exploration and discovery, engineering, and analysis. Machine learning uses large amounts of factual, historical data to help us better understand behaviors.
Fast computation of the N-th term of a q-holonomic sequence and applications

In 1977, Strassen invented a famous baby-step/giant-step algorithm that computes the factorial N! in arithmetic complexity quasi-linear in N. In 1988, the Chudnovsky brothers generalized Strassen's algorithm to the computation of the N-th term of any holonomic sequence in essentially the same arithmetic complexity. We design q-analogues of these algorithms. We first extend Strassen's algorithm to the computation of the q-factorial of N, then Chudnovskys' algorithm to the computation of the N-th term of any q-holonomic sequence. Both algorithms work in arithmetic complexity quasi-linear in N; surprisingly, they are simpler than their analogues in the holonomic case. We provide a detailed cost analysis, in both arithmetic and bit complexity models. Moreover, we describe various algorithmic consequences, including the acceleration of polynomial and rational solving of linear q-differential equations, and the fast evaluation of large classes of polynomials, including a family recently considered by Nogneng and Schost.