Reviewerly/exHarmony huggingface dataset:
Emotion Detection using Deep Learning (Classification of FER 2013)

With the rise of Deep Learning Technique, the accuracy of classification problems have improved in a drastic manner. In this project we have classified images of emotions belonging to 7 different classes (Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral). The main objective of this project is getting a high accuracy.
Development of Skills for Analysis of Artwork in Children of Preschool and Primary School Age

The article updates the problem of developing the skills of analyzing a work of art in children of preschool and primary school age. The article defines the significance of the analysis of works of fiction in solving the problems of introducing children to book culture, forming interest in reading children’s literature. The solution of the indicated problems is possible when teachers of preschool and primary general education have methodological competence, manifested in knowledge of the features of works of folklore and fiction, in the ability to analyze them. In order to identify the formation of methodological competence, teachers of preschool educational organizations and secondary schools were offered questionnaires, the results of the questionnaire are presented in the article. It was revealed that teachers realize the importance of analyzing works of art, know the methods and techniques of analyzing works, explaining words unfamiliar to children, are able to formulate questions that reveal an understanding of the content of the work, etc. However, it is not always correct to determine at what stage of acquaintance with an art work it is appropriate to ask questions of a different nature, focused on a deep analysis of the work. The analysis of teacher questionnaires and the direct monitoring of the educational activities of children and teachers in preschool educational organizations and schools indicate the need for systematic and systematic work to increase the methodological competence of primary school teachers and teachers in the field of analysis of works of art. Keywords: analysis of artistic work, children of preschool and primary school age, methodological competence, methods and techniques of analysis of artistic work, federal state educational standard of preschool education, federal state educational standard of primary general education
Design and Implementation Automated Egg Incubator

Artificial egg incubators are devices used for incubating and hatching eggs through preservation the required conditions for fetus development inside the egg .Generally this paper aims to design and implement an egg incubator system in order to provide adequate conditions for egg hatching and to meet the growing market needs for locally grown white meat at reasonable prices, This system use software program for controlling in the temperature and humidity using the proteus program and Arduino ide.&#x0D; The system of this incubator is based on two Arduino boards one of which is Arduino nano reads the temperature and humidity values inside the incubator chamber through sensor dht11 and it is displayed 16x2 display screen When this value is more than the maximum or less, then the bell give sound to be an indication of the exceeded permissible values and the controller processes the increase in the case of temperature by operating fans to expel and distribute the air. However, in the case of low temperature or humidity, the heater operates and pushes an amount of hot and steam into the inside incubator that make temperature and humidity high, it controls the motor that turns the eggs to change their position in order to prevent the embryo from sticking to the shell and. the electronic lock that makes the incubator door limited to the person responsible.&#x0D; The research would be a user-friendly product as it is manufactured in a limited and small size and can be transported to other locations with minimal user handling.
Analysis of Social Networks Using an Information and Analytical System

The subject of the study is the analysis of social networks and the construction of an information and analytical system to automate data monitoring and mining. Modern social network analysis systems are reviewed, and the distinguishing features of these systems are given. Various methods of social network analysis and tasks that can be solved using these methods are described. The effectiveness of the methods to determine the text sentiment is compared.
A Machine Learning based Analytical Approach for Envisaging Bugs

A software imperfection is a shortcoming, virus, defect, mistake, breakdown or glitch in software that initiates it to establish an unsuitable or unanticipated result.The foremost hazardous components connected with a software imperfection that is not identified at an initial stage of software expansion are time, characteristic, expenditure, determination and wastage of resources.Faults appear in any stage of software expansion.Thriving software businesses emphasize on software excellence, predominantly in the early stage of the software advancement.In succession to disable this setback, investigators have formulated various bug estimation methodologies till now.Though, emerging vigorous bug estimation prototype is a demanding assignment and several practices have been anticipated in the text.This paper exhibits a software fault estimation prototype grounded on Machine Learning (ML) Algorithms.The simulation in the paper directs to envisage the existence or non-existence of a fault, employing machine learning classification models.Five supervised ML algorithms are utilized to envisage upcoming software defects established on historical information.The classifiers are Naïve Bayes (NB), Support Vector Machine (SVM), K-Nearest Neighbors (KNN), Decision Tree (DT) and Random Forest (RF).The assessment procedure indicated that ML algorithms can be manipulated efficiently with high accuracy rate.Moreover, an association measure is employed to evaluate the propositioned extrapolation model with other methods.The accumulated conclusions indicated that the ML methodology has an improved functioning.
Representing pure Nash equilibria in argumentation

In this paper we describe an argumentation-based representation of normal form games, and demonstrate how argumentation can be used to compute pure strategy Nash equilibria. Our approach builds on Modgil’s Extended Argumentation Frameworks. We demonstrate its correctness, showprove several theoretical properties it satisfies, and outline how it can be used to explain why certain strategies are Nash equilibria to a non-expert human user.
Robust Image Authentication Using Optimized Haralick Features Based on Genetic Algorithm

Recent development in multimedia data increases the role of digital images in many applications.As a result,content based image authentication with an aid of feature extraction techniques has a great impact.It suffers a serious drawback of increased computational complexity due to the availability of irrelevant and interdependent features, which contains no useful information about the image.In the proposed authentication system to decrease the complexity, not all haralick features are used but only the most influencing features that contain critical information about the image is used in hash generation.Feature selection based on chaotic genetic feature selection optimization algorithm is used to optimize the haralick features without compromising the accuracy of the system.A comparison on the system performance with all the features and with optimized features is performed.Experiment results shows resultsusing optimized features are similar to the results of using all the features..
Visibilitas Website UIN Syarif Hidayatullah Jakarta dalam Pemeringkatan Webometrics

This article attempts to describe the efforts to increase the visibility of the website of UIN Syarif Hidayatullah Jakarta in webometrics ranking. Webometrics is a means to measure the progress of a university through its website. This article aims to find the right work steps in an effort to increase website visibility and also the birth of practical steps to lift webometrics rankings that can be used as guidelines by website managers at UIN Syarif Hidayatullah Jakarta. This research uses a qualitative approach with a descriptive type. The main data was obtained using Focus Group Discussion (FGD) techniques by presenting parties related to webometrics ranking, having knowledge of SEO practices, and having experience in web management. The findings indicate that there have been efforts to increase the quantity and quality of content with the establishment of the publication and documentation division. There are still various obstacles to be faced, such as content management that does not meet SEO principles, several pages and subdomains that are not maintained, are damaged, and even lost, causing bad backlinks. It is necessary to build a website that uses the multisite method which is very effective and efficient in integrating various website needs at UIN Jakarta. The need for various efforts to overcome these obstacles, such as the need for effective communication between web development teams, the need for SEO-friendly content writing training, and the importance of SOPs in optimizing web performance and getting maximum webometrics ranking.
THE USE OF A FORMATIVE EXPERIMENT IN THE DEVELOPMENT OF CRITICAL THINKING AND FORMATION OF THE SUBJECTIVITY OF FUTURE TEACHERS

The article is devoted to the urgent problem of the development of critical thinking and the formation of the subjectivity of a future teacher in the modern world. A theoretical analysis of literature on the problem considered is presented. On the basis of the analysis the author of the article specified definitions of the concepts “subjectivity” and “critical thinking”. The course and results of experimental work on the development of critical thinking and the formation of subjectivity of future teachers are presented. The article provides the rationale for the developed diagnostic complex of methods necessary for the study, as well as a complex of external and internal psychological and pedagogical conditions. The results of the study are presented that confirm the effectiveness of the implemented set of conditions and the dynamics of the formation of the studied personality traits of the future teacher.
Development of Teacher`s Professional Competencies of During International Educational Visits

The article analyzes the skills and competencies necessary to achieve success in modern society, which should form school education. It is noted to help students become competent, competitive and socially integrated adults, educators must be capable of lifelong learning. The types of professional growth of teachers from different countries were analyzed. Particular attention is paid to international and domestic practices of organizing the exchange of experience between teachers of different educational institutions, including between teachers of Ukraine and other countries. The article presents the results of a study of Ukrainian teachers as to whether the visits of Ukrainian teachers to other educational institutions take place.
Measuring Efficiency in Higher Education in Korea

The purpose of this study is to empirically investigate efficiencies of private institutions of higher education in Korea.The analysis is conducted with DEA (Data Envelopment Analysis) and Fama-Macbeth regression for the efficiency growth estimations.The efficiency score indicates if an institution has capacity for improvement, and we aimed to distinguish the institution samples during a specific period of time, thus the national higher education assessment provides a useful tool in evaluating the performance of the institutions.The DEA results strongly support the hypothesis that the assessment has a positive effect on conventional academic outputs such as research published and the number of student enrolled.Hence, private institutions have incentives to relay more input variables to the output.Our findings satisfy the CCR as well as BCC.Considering the ratio of total scores and the difference in scores among the institutions, grade C-group (the subgroup) shows statistically significant in efficiency improvement between the year 2010 and 2015.To sum up the result, the first assessment cycle had a positive effect on improving the overall efficiency of Korean institutions in higher education, and specifically, the improved effect can be interpreted as strong in subgroup.To discuss the endogeity, a regression method has applied for examining gradegroup and efficiency growth.The findings reveal that the recent appearance of assessments of higher education institutions poses the question of the consistency of efficiency scores derived from different grades of group.
PROBLEMS IN THE DEVELOPMENT OF CREATIVE ABILITIES OF STUDENTS OF PRIMARY CLASSES THROUGH A.ESBAEV SONGS

The article considers the development of creative abilities of young students. The concepts of "ability", "creativity", "creative ability" are studied in detail in the work of scientists. Also, there was discussed the issue and the question of regeneration of virtues, inherited from our forgotten ancestors, rooted in our blood and roots. In particularly, our national traditions, language and music, literature, customs, especially, our national spirit must always remain in our heart. In the framework of "Spiritual Revival" is a detailed analysis of the use of the song by Abilahata Espaeva in school music programs, which correspond to the problem of education. In particularly, the composer's songs in music lessons are intended for the development of creative abilities of young schoolchildren. The authors thoroughly studied the content, character and theme of the song of the composer.
Development of Learning Media for Educational Games Based on Adobe Flash in Biology

This research aims to develop learning media for educational games based on Adobe Flash in biology.This study is also aimed to determine the feasibility of an adobe flash-based educational game based on the assessment from material experts, media experts, practitioners and students.This research is a research development (R&D) adapted and modified from the development model of Borg & Gall.The stages include: the preliminary study stage, the planning stage, the initial product development stage, the initial trial stage, the first product revision, the limited field trial stage and the second product revision.In the initial product development stage, material validation was carried out by one material expert (lecturer), media validation by one media expert (lecturer) and one expert practitioner (teacher).This educational game was tried out on students in two stages, namely the initial trial stage (10 students) and the limited field trial stage (20 students).The data collection technique in this study was a questionnaire.The data obtained from the questionnaire were then analyzed descriptively, qualitatively and quantitatively.The feasibility level of learning media for educational games based on Adobe Flash for biology subjects based on the following assessments: 1) Material Experts obtained an average score of 4.05 which is included in the Eligible category, 2) Media Experts obtained an average score of 4.114 which is in the Eligible category, 3 ) Practical experts obtained an average score of 4.05 which is included in the Eligible category, 4) The Initial Trial obtained a score of 4.52 which is in the Very Appropriate category, 5) Limited Field Trials obtained a score of 4.72 in the Very Appropriate category.Thus, this educational game development is suitable to use as a media for learning biology
Fourier Transform Coding-based Techniques for Lossless Iris Image Compression

Today, the use of iris recognition is expanding globally as the most accurate and reliable biometric feature in terms of uniqueness and robustness. The motivation for the reduction or compression of the large databases of iris images becomes an urgent requirement. In general, image compression is the process to remove the insignificant or redundant information from the image details, that implicitly makes efficient use of redundancy embedded within the image itself. In addition, it may exploit human vision or perception limitations to reduce the imperceptible information. This paper deals with reducing the size of image, namely reducing the number of bits required in representing the image. This was performed by exploiting the transforms-based coding techniques of lossless base compression system. In these techniques, the first part looked at the traditional Fourier transform coding technique while the second part aimed at enhancing the performance of the traditional transformation techniques. This was achieved once by overcoming the inherited problems of this technique that suffers from the complex nature base, then latter by incorporating the double base coding techniques of hierarchal scheme, as mixing of both discrete wavelet transform and zipper coding techniques.&#x0D; The test results indicated that the proposed scheme produced high compression ratio with identically preserving the quality of the compressed (decoded) image.
Stream processors and comodels

In 2009, Hancock, Pattinson and Ghani gave a coalgebraic characterisation of stream processors $A^\mathbb{N} \to B^\mathbb{N}$ drawing on ideas of Brouwerian constructivism. Their stream processors have an intensional character; in this paper, we give a corresponding coalgebraic characterisation of extensional stream processors, i.e., the set of continuous functions $A^\mathbb{N} \to B^\mathbb{N}$. Our account sites both our result and that of op. cit. within the apparatus of comodels for algebraic effects originating with Power-Shkaravska. Within this apparatus, the distinction between intensional and extensional equivalence for stream processors arises in the same way as the the distinction between bisimulation and trace equivalence for labelled transition systems and probabilistic generative systems.
Transfer of Data using Raspberry PI

Data sharing is not a new thing. Individuals, have been sharing the data between organizations and governments even before computers and networks were invented. However, advancements in digital literacy, skills, technology, and the adaptation of regulatory systems to the digital space over the last decade have allowed data to be exchanged more quickly and on a larger scale than ever before. We've started gathering examples of data sharing practice. The process of making research data accessible to other researchers or organizations for the purposes of social science research is known as data sharing. Informal data exchange among researchers and formal data exchange through data archives and repositories are both viable options for data sharing. Data exchange was first discussed in the social science literature. The advancement of computational technology for handling machine readable data, as well as the increased use of sample surveys as a primary mode of data collection, shaped the literature in the early 1960s. The Raspberry Pi is a simple embedded device with a small footprint and low cost that is used to minimize system complexity in terms of speed and area in real time applications.
Entropy analysis of n-grams and estimation of the number of meaningful language texts

When solving a number of information security problems, one of the problems is to estimate the number of possible meaningful texts of fixed length. To estimate this value, various approaches can be used, in each of which the key parameter is the information entropy. To estimate the number of short plaintexts, the entropy of n-grams is used. For long ones, in turn, we use the entropy of the language (specific entropy). N-grams, in this case, are n consecutive characters of meaningful text. The well-known information-theoretic approach allows us to obtain an asymptotic estimate of the meaningful text number based on the second Shannon theorem. In practice, to implement this approach, the text under study is presented in the form of a Markov source. We consider a different approach to estimating the number of meaningful language texts, using the combinatorial method, the origins of which go back to the ideas of Kolmogorov. Representing a text as a set of independent n-grams, we experimentally estimate the number of semantic n-grams in a language by compiling dictionaries based on a large text corpus. In order to evaluate the I type errors of taking a meaningful n-gram for a random one, which inevitably occur during experimental evaluation, we developed a methodology for evaluating the coverage of the dictionary. We use this amount of coverage to refine and recalculate the original volume of the dictionary. Based on the number of meaningful n-grams of the language, we determine the entropy of short texts of various lengths. This sequence of estimates allows us to mathematically model the further change in the entropy function, extrapolate for long segments, and find the specific value of the entropy of the language.
INFRASTRUCTURE DESIGN OF THE SERVER PART OF THE ADAPTIVE MOBILE EDUCATIONAL ENVIRONMENT

The articles consider the main approaches for improving the personalization of education in higher education institutions using adaptive educational systems based on information technology. The advantages and efficiency of the adaptive educational system with the use of modern information technologies are emphasized. The general scheme of construction of adaptive mobile educational environment by means of Internet technologies is developed, which has a certain functional structure - a set of functional algorithms that provide user interaction with the system that determines the use and role in the system and internal logic of data blocks. Listening to the functional requirements for creating an adaptive mobile educational environment, 4 main types of users (roles) of systems are identified and previous members of the system are analyzed. The system of distribution of users which is constructed on the principle of hierarchical structure is offered. It is likely that the GRPC communication protocol is required to ensure the highest communication speed for synchronous HTTP requests between servers. Pay attention to the development of server parts of the adaptive mobile educational environment on the correct deployment of services, with each request by ensuring the security of data access control system through service authentication and authorization. The administrative part of the adaptive mobile educational environment is described, the service of which should be as much as possible protected from external attacks. Of particular importance is the servers that deploy the most similar data. Find more data from the server part of the mobile educational environment for creating relational databases based on MS SQL Server, as well as a documentary database based on MongoDB. Considering the capabilities of the hosting environment, a generalized scheme of deployment of backend services of adaptive mobile environment is built. As a result of designing the internal structure of systems, there are basics of relatively known and prescribed algorithms, which indicate that the infrastructure scheme is based on three main algorithms, namely: the algorithm of authentication and authorization; algorithms for interaction with the file system (storage and retrieval of medical data); algorithms for downloading and analyzing completed tasks.