Reviewerly/exHarmony huggingface dataset:
Interconnection Of Intellectualization Of Economy And Transformation Of Modern Education

The article examines the features of the formation of digital economy in Russia and its impact on all spheres of public life, including the higher education system.The analysis of the process of intellectualization of the economy is carried out and promising directions of development are identified, which cause a change in the educational paradigm.We need not only serious financial support for the innovative sector of the economy, changes in the legal sphere to significantly reduce bureaucratic structures, but also a serious modernization of higher education, the solution of personnel problems, as well as nurturing a new digital generation to accelerate the digital transformation of Russia and the possibility of obtaining its benefits.The authors note that intensive efforts to form a new educational paradigm are associated with the development of information civilization.It is a conceptual model of "lifelong learning" which seems to be the most promising for training new personnel corresponding to the ongoing changes.In connection with this approach, new functions of education as a social institution are actualized.This is, first, the transfer of cultural and social values, the promotion of scientific and technological progress, the formation of the professions of the future, which provide personnel for various sectors of digital economy.Therefore, the emerging class of intellectuals, generated by the updated educational system, should become the spiritual and moral elite of society, which gives reason to hope for the preservation of the value-semantic world of a person in an information civilization.
ALGORITMA NEURAL NETWORK BACKPROPAGATION UNTUK PREDIKSI HARGA SAHAM PADA TIGA GOLONGAN PERUSAHAAN BERDASARKAN KAPITALISASINYA

Stock is one type of investment where investors can gain profits in the form of capital gains and dividends. Types of shares based on the level of capitalization are divided into 3 types, namely the first layer (blue chips), the second layer, and the third layer. One of the techniques that investors use in order to make a profit is technical analysis, which is using data of past stock prices and volumes based on the assumption that trends can recur following historical data patterns. Based on the assumptions of technical analysis, it is possible to use data mining to predict stock prices. In this study, stock price predictions will be carried out by comparing three types of companies based on their capitalization, for first layer stocks using PT. Bank Central Asia Tbk (BBCA), the second layer using PT. XL Axiata Tbk (EXCL), and third layer using PT Pembangunan Graha Lestari Indah Tbk. The data mining algorithm that will be used is the Neural Network Backpropagation method. The attributes used as predictors are open, high, low, and volume, while the objective attribute is close. This study aims to determine whether daily stock historical data can be used to predict stock prices using the Neural Network Backpropagation method and how to compare the results of predictions between 3 companies with different capitalization levels. The result of RMSE for BBCA by using the most optimal combination of parameters and 3 hidden layer is 123.84. The result of RMSE for EXCL by using the most optimal combination of parameters and hidden layer 2 is 37.36. The result of RMSE for PGLI by using the most optimal combination of parameters and hidden layer 6 is 6.16. So that the backpropagation neural network algorithm is most optimally applied to third layer companies, PT. Pembangunan Graha Lestari Indah Tbk because the RMSE value is the smallest.
ECDSA: The Virtual Signature Set of Rules of a Higher Internet

Computerized Currency is an electronic kind of cash. These days, everything is developing into digitization measure. This contains all properties like actual cash and furthermore permits prompt trades which will be reliably executed across the world while partner with upheld contraptions and organizations. In this paper we presented the SHA3-512 bit hashing algorithm and ECDSA algorithm for generation of digital signature. The Elliptic curve cryptography (ECC) is one of the greater promising technology on this area. ECC-enabled TLS is quicker and greater scalable on our servers and presents the equal or higher protection than the default cryptography in use at the web. one of the elliptic curve algorithm, the elliptic curve virtual signature algorithm (ECDSA), may be used to enhance overall performance at the Internet. CloudFlare now helps custom ECDSA certificate for our clients and that’s true for all people the use of the Internet.
ON SOME ASPECTS OF DATA PROTECTION IN SCIENTIFIC RESEARCH

This paper discusses issues related to gathering, processing and protection of personal data in scientific research. Highlights of the General Regulation on Data Protection and the European Code of Conduct for Research Intregrity concerning the regulatory and ethical aspects of research are presented.
Training Of Heads Of Educational Organizations In The System Of Master'S Education

The paper considers the topical problems of training leaders of educational organizations in the context of innovative development of the Russian education system, taking into account global and regional socioeconomic processes.Nowadays there is a lack of highly qualified management personnel in educational institutions of various types and levels, in educational administrative bodies and organizations that carry out internal education of their employees.This problem can be solved by training management personnel in the process of master's training in the direction 44.04.01 Pedagogical education within the framework of the educational program "Management in the field of education: head of an educational organization".During the process of the creation of the content of the master's program, the authors carried out a brief analysis of the regulatory framework, scientific research on the management of education development and the reasonability of master's program using the projects of the professional standard "Head of an educational organization".A graduate of this master's program must possess the competence of designing the main directions of the strategic development of educational systems in modern Russia and an educational organization.Today education needs a head of an educational organization not only knows his discipline, but is also able to create conditions promoting the self-development of a person, as well as give competent advice to his students on options for their behavior in a new socio-cultural environment.School leaders are able to quickly respond to risks, propose non-standard solutions and generate original ideas and proposals for the development of strategies.
Development of Web E-Scaffolding Based on Scientific Explanation as Teaching Materials for Primary School Pre-service Teachers

Science learning does not only involve facts and concepts but also ways of thinking, explaining scientifically, and doing a practicum. Unfortunately, existing e-learning and/or social media have not been able to facilitate the implementation of online practicums. Therefore, an e-scaffolding website based on scientific explanations is needed as teaching media and materials since learning is mostly conducted online during the Covid-19 pandemic. This study aims to describe the development process and the validity and legibility of the e-scaffolding website to develop scientific explanations for elementary school pre-service teachers. The development of this e-scaffolding website refers to the development model developed by Lee and Owens (2004). The instrument of this study was a questionnaire using a Likert scale. There are 3 kinds of questionnaires used, including the material validation questionnaire by the expert validator, the media validation questionnaire by the expert validator, and the student readability test questionnaire. The results showed that the average product validation results on the website aspect were 84% and, on the e-scaffolding aspect was 86.67%. While the results of the product readability test were 82.29%. This means that the development of the e-scaffolding website based on scientific explanations is very valid and very feasible to use in developing the scientific explanation abilities of elementary school pre-service teachers Keywords: website e-scaffolding, scientific explanation, teaching materials. Abstrak Dalam pembelajaran sains tidak hanya melibatkan fakta dan konsep, tetapi juga cara berpikir dan menjelaskan secara ilmiah. Selain itu, dalam pembelajaran sains juga membutuhkan praktikum. Sayangnya, e-learning atau media sosial yang ada belum dapat memfasilitasi pelaksanaan praktikum online. Oleh karena itu, dibutuhkan website e-scaffolding berbasis penjelasan ilmiah sebagai media dan bahan ajar di masa pandemi Covid-19. Penelitian ini bertujuan untuk mendeskripsikan proses pengembangan dan kevalidan serta keterbacaan website e-scaffolding untuk mengembangkan scientific explanation calon guru sekolah dasar. Pengembangan website e-scaffolding ini mengacu pada model pengembangan yang dikembangkan oleh Lee &amp; Owens. Instrumen pengumpulan data berupa angket dengan menggunakan skala likert. Angket yang digunakan ada 3 macam, yaitu angket validasi materi oleh validator, angket validasi media oleh validator, dan angket uji keterbacaan siswa. Hasil penelitian menunjukkan bahwa rata-rata hasil validasi produk pada aspek website sebesar 84% dan pada aspek e-scaffolding sebesar 86,67%. Sedangkan hasil uji keterbacaan produk sebesar 82,29%. Hal ini berarti bahwa pengembangan website e-scaffolding berbasis penjelasan ilmiah sangat valid dan sangat layak digunakan dalam mengembangkan kemampuan penjelasan ilmiah calon guru sekolah dasar. Kata kunci: website e-scaffolding, penjelasan ilmiah, bahan ajar.
Anti-Mith Of Book: The Concept Ecplication In The Context Of Digital Environment

The article considers some characteristics of digital culture in their relation to modern artistic creativity.New information formats are reflected in linguistic conceptualization of the image of the book, in the nature of its picturing in literary works.Virtualization of the reality associated with the electronic information environment, communicative uncertainty allowing for different interpretations of meaning, destruction of objective statics and stability, and interactivity all are reflected in unconventional images of the book that devalue the ideas of book and world isomorphism and cultural word-centrism.The authors observe the reflection of these processes in the work of "non-digital" literature.Tolstaya's dystopian novel The Slynx can be read as an anti-myth of the book, a critical reflection on the traditional logocentrism of Russian literature.Such features of digital culture as hypertextuality and heterotropic space of the "universal library," the development of "anonymous cyber-personality" and "multi-personality," and disconnection from the meanings of traditional culture all reveal their specific manifestation in the novel.
SYSTEM APPROACH IN of TEACHING THEORETICAL PHYSICS IN PEDAGOGICAL UNIVERSITY

The article deals with the theoretical aspects and practical implementation of the system-activity approach in teaching the discipline «Theoretical Physics» at the Pedagogical University within credit and module system of the educational process. In the context of the analysis of problematic issues of fundamental training of pre-service physics teachers, the leading educational task of the theoretical physics course is substantiated: creation of the most complete and holistic ideas about the modern physical view of the world and the content of its fundamental physical theories in the process of forming pre-service physics teachers’ professional competence. The main principles, methods and techniques of the author's methods of teaching of the course of theoretical physics at the Pedagogical University on the basis of a student centered approach are highlighted. As a basis for the author's approach to teaching theoretical physics developed educational and methodological complex (on the example of the course «Thermodynamics and Statistical Physics»), which contains a curriculum recommended by the Ministry of Education and Science of Ukraine for lectures, seminars and practical classes, a collection of tests for diagnostics of students' academic achievements (which includes among the obligatory program questions of methodological and ideological nature), syllabus of generalization of knowledge (the content of scientific-theoretical and practical-activity components of professional competence for each semantic module of the discipline is defined and concretized on the basis of structuring of elements of knowledge). It is noted that the study of theoretical physics by pre-service teachers of physics should take into account the principle of interconnection and continuity with the course of general physics, from a single stand, methodically combined with a common idea of forming the most complete and holistic ideas about the modern physical view of the world and its evolution; awareness of the content and structure of fundamental physical theories, their unity, multifunctionality and hierarchy in accordance with certain spatial intervals and interactions. Key words: theoretical physics, professional competence of physics teacher, educational and methodical complex, activity approach, professional orientation.
«Individual curriculum» as a way of planning by students of vocational and technical education of their employment

The article deals with the problem of student’s employment in the specialty of graduation at vocational education institutions. Considering the plans of some students on relearning or developing new skills in courses or internships, they need awareness of right specialty to choose and job preferably to find after graduation. The paper considers the relevant issue of research and development of individual planning methods for vocational education students in terms of their employment. The emphasis is made on this factor impact for future employment, namely its impact on the individual professional orientation and career, which can be planned through an individual curriculum i.e. balanced life planning.&#x0D; An individual curriculum is a set of activities that help taking responsibility for the future by combining educational activities at school, college, work and in general throughout the career. It determines the sequence, form and pace of mastering the educational program components, own experience and other successful experiences, methods and activities necessary for achievement of the main planning goal. An individual plan is important as planning efficiently turns knowledge into skills.&#x0D; The study considered based upon the "Individual curriculum" method and auxiliary test methods: "Success motivation and failure fear (questionnaire by Rean A.O.)", a test to determine the motive for a profession choice – the method of professional self-determination by J. Holland.&#x0D; The research was implemented on the basis of the Sumy Chemical-Technological Center for Vocational Education, consisting of two stages of online testing with further explanation to students and their individual curricula development.&#x0D; The first research stage involved students’ participation in an online quest, tests performance and obtaining explanations based on the methods of comprehensive interpretation.&#x0D; The second research stage involved the method of "individual curriculum planning" based on a plan template according to the study year.
Use Ordinary Expressions to Learn How to Extract Code Feedback From the Software Program Upkeep Process

Software engineering is the manner of making use of engineering studies and alertness packages to the design, improvement and renovation of software program. For software program builders or college students majoring in data engineering, the software program renovation manner is a totally complicated activity. Software renovation manner charges account for 40% to 80% of the whole software program engineering manner. The software program renovation manner is resulting from based programming, inadequate understanding domains, and application documentation. In this study, researchers attempted to apply the Java programming language and c / c ++ to deal with supply code truncation. After finishing this manner, this system code may be divided into code and remarks. This report could be used to gain data approximately the manner of knowledge this system from the software program renovation manner. For supply code slicing, the writer makes use of normal expressions, specifically textual content processing strategies or patterns. Using normal expressions can accelerate the manner of locating remarks to your application. The end result of this study is to construct software primarily based totally on open supply code (loose license) so that scholars and trendy programmers can use it to assist apprehend this system. According to the effects of the researchers' testing, the recuperation price is 100% and the accuracy is 100%.
Teachers’ Roles in Evidence-based Educational Reform in China

The evidence-based educational reform was initiated in the field of medicine and now has become a cutting-edge reform wave in the world. As a new pattern of educational reform, it aims to optimize educational decision-making and practice and promote the improvement of education quality, using scientific research evidence. Contrary to experience-based traditional education practice, evidence-based education emphasizes scientific support and data collection, transforms the individual experience into replicable regional experience, and provides scientific basis for implementation of educational policies, strategies and programs.&#x0D;
Penentuan Paket Promosi Pakaian PT. D&amp;C Production dengan Menggunakan Algoritma FP-Growth

PT. D&amp;C Production is a center for selling, foam mattresses, mattresses of all sizes and models, may types of car accessories and various kinds of women's and men's underwear. Problems regarding the decline in sales resulted in the accumulation of goods so that it became a loss. Data mining can be a solution to overcome these problems. This study will use the fp-growth algorithm to form an association model with the aim of helping companies increase their sales by creating underwear promotional packages. The data set that will be used to support this research is the sales transaction data set for the period April 2020 to December 2020. The results show that known rules have been obtained using the fp-growth algorithm, where the rules of this association can create strategies to increase clothing sales. In the form of five association rules that are ready to be used for making clothing promotional packages by meeting the support values and confidence values that have been set at the beginning, namely having a confidence value above 80% and a support value above 25%.
Architecture for Secure Communication Among IoT Devices with Ethereum Blockchain

The paper aims to clarify the relationship between Internet-of-Things devices and Ethereum blockchain. It proposes the arrangement to ensure information transmission among parties in an open system of IoT must be secure using Ethereum. The accompanying joining strategy utilized terminal gadgets as system innovation and Ethereum blockchain stage that delivered back-end, which guarantees high security, accessibility, and protection, supplanting conventional back-end frameworks. The following issues should be considered to prevent the malicious hub from attacking, resist distributed denial-of-service attacks, and prevent firmware backdoor access. This paper proposed a system in which the Peer-to-Peer authentication model, where every IoT node in the system must be authenticated and verified by the proposed framework. The paper provides empirical insights into IoT nodes manufactured in bulk, and they are remaining with their default username and password.
Tropical sequences associated with the Gale-Robinson sequences

In this paper, tropical sequences associated with some Gale-Robinson sequences are calculated.
A Continuous Semantic Embedding Method for Video Compact Representation

Video compact representation aims to obtain a representation that could reflect the kernel mode of video content and concisely describe the video. As most information in complex videos is either noisy or redundant, some researchers have instead focused on long-term video semantics. Recent video compact representation methods heavily rely on the segmentation accuracy of video semantics. In this paper, we propose a novel framework to address these challenges. Specifically, we designed a novel continuous video semantic embedding model to learn the actual distribution of video words. First, an embedding model based on the continuous bag of words method is proposed to learn the video embeddings, integrated with a well-designed discriminative negative sampling approach, which helps emphasize the convincing clips in the embedding while weakening the influence of the confusing ones. Second, an aggregated distribution pooling method is proposed to capture the semantic distribution of kernel modes in videos. Finally, our well-trained model can generate compact video representations by direct inference, which provides our model with a better generalization ability compared with those of previous methods. We performed extensive experiments on event detection and the mining of representative event parts. Experiments on TRECVID MED11 and CCV datasets demonstrated the effectiveness of our method. Our method could capture the semantic distribution of kernel modes in videos and shows powerful potential to discover and better describe complex video patterns.
A File Encoding Using A Combination of Advanced Encryption Standard, Cipher Block Chaining and Stream Cipher In Telkom Region 4 Semarang

The increase in significant advances in information technology greatly provides comfort and convenience in managing data. This convenience is what makes people who are not responsible for using it as a crime such as hacking, cracking, phishing, and so on. In Telkom Region 4 Semarang, there is a container where there are important company data such as customer data. Customer data is very important and the contents of the data must be kept confidential. The company has experienced significant losses due to information leakage due to negligence in the last 5 years. For this reason, data security is necessary so that data is safe and is not misused. This study applies the Advance Encryption Standard algorithm - Cipher Block Chaining (AES-CBC) and Stream cipher in order to secure data so as to reduce the risk of data theft by telecom subscribers. Based on the average avalanche effect value of AES-CBC and a stream cipher of 49.34%, this shows that the AES-CBC and Stream Cipher encrypted files are difficult to crack so that data confidentiality is well maintained.