Reviewerly/exHarmony huggingface dataset:
Innovation in education: problems and ways of their solution

This article analyzes the problems of modern education, and on the basis of this analysis, a search for a new approach to the formation of not only necessary knowledge, but also skills in the learning process is conducted. It will be about contextual, cross-contextual and existential skills, their improvement and transformation. Such skills should be developed in modern educational centers, which, in turn, should become the starting point of an individual educational route. It is the individual approach and new technologies that will help to form a personality adapted to professional activities in a rapidly changing world. The article also classifies the factors affecting the modern education system, they are divided into three main groups: social, technological and geopolitical. This classification, in turn, is used to study the strategies of innovative development of the educational system in Russia.
PENINGKATAN KINERJA ALGORITMA K MEANS DENGAN MENGGUNAKAN PARTICLE SWARM OPTIMIZATION DALAM PENGELOMPOKAN DATA PENYEDIAAN AKSES

Water is one of the things that plays a very important role in human survival, because the Indonesian government has a community-based water supply and sanitation (PAMSIMAS) program, so that all the programs run well need a regional status grouping technique in this thesis. with the K-means algorithm.&#x0D; K-means is a partition algorithm that aims to divide the data into the specified number of clusters, the results of the K means algorithm depend on the selection of the initial klater center but problems that often occur when selecting the initial centroid are randomly drawn from the solution. from the grouping is not quite right. To overcome this problem the author wants to use the PSO algorithm in the initial centroid selector for the K-means algorithm, in this study also compared the selection of the first 3 centroids according to random, second according to government standards the value of high, medium and low drinking water quality then the third method proposed by the PSO algorithm was then tested with Davies Bouldin Index.&#x0D; From the test results, the K-means method with the selection of random initial centroid with a value of 0.208856082, the K-means method with the selection of centroids in accordance with government standards about SAM conditions of 0.280077 and the best selection method is K-means PSO 0, 08383. So testing the PAMSIMAS data using K-means PSO found that the method was more optimal.&#x0D;
Minat Belajar Siswa Kelas V SD N Winong 01 Pati pada Pembelajaran Online Berbasis Aplikasi WhatsApp

This research aimed to investigate the learning interest of fifth grade students at SD N Winong 01 Pati. This research utilized qualitative descriptive method. This research was conducted at SD N Winong 01 Pati, Desa Winong, Kecamatan Winong, Kabupaten Pati. The focus of this research was studentsʼ learning interest towards WhatsApp-based online learning. The primary sources of data in this research were five 5 th grade students at SD N Winong 01 Pati. In addition, the secondary sources of data were obtained through documentation of the students’ assignments and WhatsApp Group, articles, reference books, and other supporting data. The result of this research showed that students were often bored during learning at home. Moreover, teachers gave assignments without given materials or media to support the process of learning everyday. This caused the students less interested and not involved in learning. Students only responded and focused on the assignment given to them. The demand to submit the assignment everyday made the students motivated to learn and they did the assignment diligently. Besides, students also became more diligent and disciplined in learning and had a schedule of learning.
DECISION SUPPORT SYSTEM FOR LECTURERS ACHIEVING USING ALGORITHM C.45 (STUDY: STIT PRINGSEWU LAMPUNG)

A lecturer is one of the essential components of a higher education system. Roles, duties, and responsibilities are very important in realizing national education, namely educating the nation's life, improving the quality of Indonesian people, which includes the quality of faith/piety, noble morals, and mastery of science, technology, and art, as well as realizing an advanced, fair, and advanced Indonesian society. prosperous, and civilized. Law Number 14 of 2005 concerning Teachers and Lecturers, 4 competencies must be possessed as a lecturer in carrying out the task of the Tridharma of Higher Education. The four competencies include pedagogic, professional, personality, and social. These four competencies are indicators that show the performance of lecturers as educators and teachers. In improving the quality of education at STIT Pringsewu, qualified lecturers are needed. The selection of outstanding lecturers will be one of the supporters in improving the quality at STIT Pringsewu. The algorithm C 4.5 method is one of the methods for making a decision tree based on the training data provided in determining the outstanding lecturers of STIT Pringsewu as many as 20 lecturers. From the results of data testing using the rapid manner tool, it was found that 4 people who got the criteria deserved an award as outstanding lecturers.
ML Based Virtual Personal Assistant

The menial helper is shrewd programming installed in Smartphones and other associated gadgets that demonstrations like an individual right hand by helping you moderate your numerous assignments so you can focus on the more significant things. Savvy help is the need in the journey for an innovatively ahead society. With quite a rationale, our Virtual Assistant framework is proposed. The essential thought is to guarantee the security of individual data of clients and offer exact help for different day by day parts of living through a basic yet incredible framework. Such a framework utilizes Deep Learning Algorithms to accumulate results and fundamental chatterbot frameworks to go about as an ideal ally for humans. The assistant is prepared to build up its own awareness of the content, and you can show it how to speak with individuals. On the other hand, you can educate the assistant through film exchange or play contents. Be that as it may, a human-to-human discussion is a favored method to make the most ideal profound learning assistant. Keep in mind, the more information you have, the better the viability of AI will be.
DIDACTIC SYSTEMS OF INTELLIGENT INFORMATION TECHNOLOGY TRAINING

On the basis of the analysis of didactic interaction in pedagogical systems ans classification of didactic systems there have been difined the main groups of didactic systems which are used in intellectual informational systems of teaching:1)knowledge transfer mode – cybernetic didactic systems; 2) informational systems using mode: mixed single –subject didactic systems: mixed two-subject didactic systems: mixed multi-subject distributed didactic systems; hybrid three-subject didactic system; hybrid poly-subject didactic system; hybrid multi-subject distributed didactic systems. There have been defined that it is necessary to develop new pedagogical approaches and systems of principles on the basis of which it is necessary to make projecting, development and using of pedagogical systems, besed on intellectual, expert and expert educational systems. Key words: didactic system, didactic interaction, classification, functioning mode, intellectual infoirmational technologies of teaching, intellectual system, expert educational systems.
English Lectures' Perceptions toward Professional Development Program

Abstract: This study aims to explore the experiences and perceptions of lecturers on theprofessional development activities of lecturers in the English Language Education StudyProgram. This study applied a quantitative descriptive approach by using a questionnaire asan instrument to collect data. This study's subjects were the lecturers of the EnglishEducation Study Program at a private university in Jakarta. The findings indicate that theprofessional development activities that have been attended by the majority of EnglishEducation lecturers are research activities, both individually and in groups, conferences orseminars, and workshops or training related to courses and/or other topics related toeducation. The professional development activities needed by lecturers include trainingrelated to National Education Standards (60%), multicultural teaching (60%), knowledgeand understanding (competence) of the subject (53%), and teaching for students with specialneeds ( 53%). This study also confirms that effective time management for organizing ordeveloping professional development activities regarding teaching schedules and otheradministrative activities is urgently needed. That way, lecturers can still fulfill theirobligations to teach, research, and do community service while still having the opportunityto develop their professionalism. Keywords: Professional Development, Continuous professional development, Perceptions.
Innovative Tools of Educational Organization Development Management: Benchmarking

The article considers theoretical and methodological approaches to the use of benchmarking as an innovative tool in the management of an educational organization. The development of methods and tools for managing the development and competitiveness of an educational organization in the global space is based on systemic, operational, competent and situational methodological approaches; on the methodology of interactive, understanding and interpretative sociology; methodologies of synergy, network thinking and social management, modal analysis. The study found that benchmarking is the most appropriate way to improve the work of the educational organization, which is a process of constantly measuring and comparing the methods and results of the work of the organization, its individual divisions, functions, processes with organizations chosen for imitation. The author presents the results of the study of the forms of benchmarking, conducted a review of research on its application by educational organizations of higher education in Russia, presented a detailed analysis of the main stages of its implementation in relation to the specifics of the activities of the educational organization, visualized a set of types of benchmarking by classification groups.
Handheld Tangible Interface for Enhanced Depth Information Transfer of 3D Virtual Object

In this paper, we propose a novel three-dimensional interaction system based on a shape-changeable mobile interface. We utilize multiple serially linked line segments to physically collocate virtual objects in real space. More specifically, the proposed system provides users with geometric information by physically enclosing the target virtual object with its outer shape. To this end, we further propose an algorithm that controls each joint of the system, such that the corresponding links are aligned with the virtual surface, based on an active-contour model. An experiment was conducted to verify the proposed interaction scheme, wherein geometric information was provided in the form of mechanical shape change of the interface. Our experimental results indicate that the proposed method is effective as a system for interacting with 3D virtual objects, provided that only a mobile interface is used.
Pierre and Frank - Parts 1 & 2: a Video Music work in two parts

Program Notes: Presented in two distinct parts, this work is dedicated to two of the most original composers of the twentieth century: Pierre Boulez and Frank Zappa. Although their life trajectories were quite different, one an orchestral conductor and the other a rock musician, their paths crossed through their compositional activities. Pierre Boulez founded the French research institute IRCAM in 1977 and conducted several tracks on the Zappa album The Perfect Stranger in 1984. It was performed by IRCAM’s Ensemble InterContemporain, with the title track commissioned by Boulez. Zappa was also very active in his use of the Synclavier in his custom-built studio. The Synclavier was an early digital synthesizer, polyphonic digital sampling system, and music workstation manufactured by New England Digital Corporation of Norwich, Vermont. The original design and development of the Synclavier prototype occurred at Dartmouth College with the collaboration of Jon Appleton, Professor of Digital Electronics, Sydney A. Alonso, and Cameron Jones, a software programmer and student. Thus Boulez and Zappa were both highly active in the use of technology in their music.The work is organized in two separate parts. The first part is dedicated to Pierre Boulez and is subtitled “Pierre”. The second part is dedicated to Frank Zappa and is subtitled “Frank”. Both parts were created using the composer’s variation generation Max patch called Vari-Gen (see separate presentation talk). The technique, in both cases, was to record a keyboard improvisation, edit it and dissect its constituents, and create variations on the segments using the variation generator software. Then each piece was assembled to create the final composition.Parts 1 & 2 are quite different from each other in style. Part 1 (Pierre) is a more homogenous electronic style work, which is not really an emulation of a Boulez piece, but is a nod to his use of electronics. Part 2 (Frank) uses drums, bass, and a lead instrument in a form that begins with a solid drum back beat, then morphs into a duet between drums (percussion) and lead instruments, followed by a duet between lead and bass, before a final return to solid drum beat, bass line and lead synths. The bass instrument in Part 2 uses a software emulation of a Synclavier by the Arturia company. This is a nod to Zappa’s use of the Synclavier later in his life. Part 2 is more in the phrenetic, relentless Zappa style. The production style is very retro!
A Mean Field Games model for finite mixtures of Bernoulli and categorical distributions

Finite mixture models are an important tool in the statistical analysis of data, for example in data clustering. The optimal parameters of a mixture model are usually computed by maximizing the log-likelihood functional via the Expectation-Maximization algorithm. We propose an alternative approach based on the theory of Mean Field Games, a class of differential games with an infinite number of agents. We show that the solution of a finite state space multi-population Mean Field Games system characterizes the critical points of the log-likelihood functional for a Bernoulli mixture. The approach is then generalized to mixture models of categorical distributions. Hence, the Mean Field Games approach provides a method to compute the parameters of the mixture model, and we show its application to some standard examples in cluster analysis.
Is the Currency Auction at Gateway to Corruption in Iraq

Corruption is an economic phenomenon that has implications for both developed and developing countries, especially those in difficult circumstances. Iraq is in the top list of the most corrupt countries. Therefore, investigating the causes of corruption and combating it, is the objective for all decision-makers in this country. This study aims to present an equilibrium relationship between the currency auction and corruption in Iraq for the period (2004-2018) in the short and long run. To achieve this objective, Co-integration and VECM methods were used. The results indicate that the currency auction is a gateway to corruption where the currency auction explains almost half of the changes in the corruption, and there is an equilibrium relationship between these variables in the long run. Accordingly, currency auction should be eliminated and be used only in exceptional cases. It is necessary to coordinate between economic policies to develop a strategy of action by the Central Bank in the future to achieve the economic objectives and to establish a sophisticated banking system like in other developed countries.
KNOWLEDGE MANAGEMENT PROCESS IMPACT ON JOB SATISFACTION IN SAUDI TELECOM COMPANY

This study primarily aimed to identifying the role of knowledge management processes and their role on achieving job satisfaction in stc through identifying the role of generating and acquiring knowledge and both sharing and applying knowledge to the job satisfaction of the company's employees. The researcher employed a case study approach to achieve the objectives of the study, by collecting the necessary data through questionnaire to all Procurement and Support Services Sector employees which is 260 employees in the headquarter of STC in Riyadh city. The study received 243 questionnaires that represents 93.5% of the sample. The study accomplished several results that reinforce the importance of managing knowledge processes. The results have identified that knowledge management processes in all their dimensions have a significant and vital role on achieving job satisfaction among the company's employees. Among the most crucial evidence of this is the company's support for its values through continuous advertising, supporting discovery and innovation Also, the results showed that there are positive indicators that show a role for knowledge sharing and its application in achieving job satisfaction, in business implementation, periodically updating policies and procedures, that is by supporting documentation of all policies and procedures in the electronic library, providing advanced research methods, and supporting employee knowledge growth, which contributes to enabling the employee with information about the work environment. Besides, the company's pursuit of applying knowledge in all its sectors, and the belief that the company's employees are the real resource for its success. Furthermore, the study found that the most important obstacles that face the application of knowledge management processes, is related to the participation of all employees in the management of knowledge operations. Also, the results demonstrated that there is a direct correlation between cognitive behavior towards knowledge management processes and the achievement of job satisfaction among employees of the company, and therefore whenever the cognitive behavior towards knowledge management processes is positive, this contributed to achieving job satisfaction. In addition to that, knowledge management processes (generating the acquisition, sharing, and application of knowledge) explain 89% of changes in the knowledge behavior of company employees. The results also showed that, knowledge generation and application are the essential knowledge management processes that significantly influence the knowledge behaviour of STC employees. Finally, the researcher suggested several recommendations that strengthen and enhance knowledge operations management in the future. The most important of which is the establishment of a knowledge repository that works to generate, store, and share knowledge among employees to achieve the company's goals and strategic vision. Besides, enhancing employee satisfaction and ensuring their loyalty to the company.
Organization of First-Year Students’ Engagement in Scientific Research Work (the Example of Future Teachers of Technology)

The necessity of making first-year students of higher educational institutions engaged in research work is highlighted. The views of researchers on this issue are analyzed and general provisions are highlighted. The necessity of such work for the future technology teachers studying in the first year is explained. The final qualification work as a system-forming component of engagement of first-year students in research work is highlighted. The advantages of this approach and organizational aspects are given.
Publisher Correction: The understanding of congruent and incongruent referential gaze in 17-month-old infants: an eye-tracking study comparing human and robot

An amendment to this paper has been published and can be accessed via a link at the top of the paper.
Fuzzy Filtering for Two Dimensional Images of Mechanical Parts(Dept.M)

The general idea behind the filter is to average a pixel using other pixel values from its neighborhood,  but simultaneously to take care of important image structures such as edges. The main concern of the  proposed filter is 10 distinguish between any variations of the captured digital image due to noise and  due to image structure. In this work a new fuzzy filler is presented for the noise reduction of images corrupted with additive  noise . The filter consists of three stages. (1) Define fuzzy sets in the input space to computes a fuzzy  derivative for eight different directions (2) construct a set of IF·THEN rules by 10 perform fuzzy  smoothing according to contributions of neighboring pixel values and (3) define fuzzy sets in the  output space to get the fiItered and edged image.  The edges give the image the appearance depth and sharpness. A loss of edg.es makes the image  appear blurred or unfocused. However. noise smoothing and edge enhancement are traditionally  conflicting tasks. Since most noise filtering behaves like a low pass filter, the blurring of edges and  loss of detail seems a natural consequence. Techniques to remedy this inherent connect of often encompass generation of new noise due to enhancement. Experimental results are obtained to show the feasibility of the proposed approach with two  dimensional objects.
KNOWLEDGE BASED DATABASE OF MUSCLE ACTIVITY CHARACTERIZATION USING DIAGNOSTIC ELECTROMYOGRAPHY (D-EMG) SIGNAL

In this paper, Diagnostic Electromyography (D-EMG) signal interpretation of human arm towards characterization of arm muscle interaction during various arm movement has been discussed.EMG signals from 4 important arm muscle (i.e.Bicepsbracci, Tricepsbracci, brachioradialis and lateral deltoids) are recorded clinically during 5 different arm movements (i.e.Extension of forearm, Flexion of elbow joint, Pronation of forearm, shoulder abduction and Wrist flexor stretch) under load condition (a load of 2 Kg& 4 Kg maintained during experimental arm movement), the recorded D-EMG signals are properly enveloped within a range of 5-100 Hz and quantized within a proper sampling frequency range to produce a knowledge based database of muscle activity.In addition, correlation of muscle activity and Power spectral density (PSD) analysis has been carried out towards muscle process discriminating during various arm action.
THE FIRST TEACHING PRACTICE IN THE REMOTE MODE

The article is devoted to the description of the experience of organizing the practice of fourth-year students in a distance form at Omsk State Pedagogical University. A variant of correcting the content of practice, technologies for organizing the interaction of students, teachers, teachers and schoolchildren in the process of practice in a distance form is proposed. The difficulties and risks are described, the results of the practice are analysed.
Integral Calculus via Nomotex DLS

The paper describes the peculiarities of the development of an innovative digital course “Integral calculus of functions of one variable” in the digital learning system Nomotex (DLS “NOMOTEX”) [1], designed for classroom and remote classes with digital educational resources.
Суспільно-політична неолексика в Інтернет-комунікації: структурнофункційний аспект

Recent research provides profound evidence that technologies have become a powerful instrument to interfere in democratic processes and influence their results. Since Ukrainian online and social media are amongst Russian hybrid aggression targets, language used for discussing politics and ideological position is permanently reinforced with new lexical units.