Reviewerly/exHarmony huggingface dataset:
Analytical review of models and methods for automatic recognition of gestures and sign languages

Introduction: Currently, the recognition of gestures and sign languages is one of the most intensively developing areas in computer vision and applied linguistics. The results of current investigations are applied in a wide range of areas, from sign language translation to gesture-based interfaces. In that regard, various systems and methods for the analysis of gestural data are being developed. Purpose: A detailed review of methods and a comparative analysis of current approaches in automatic recognition of gestures and sign languages. Results: The main gesture recognition problems are the following: detection of articulators (mainly hands), pose estimation and segmentation of gestures in the flow of speech. The authors conclude that the use of two-stream convolutional and recurrent neural network architectures is generally promising for efficient extraction and processing of spatial and temporal features, thus solving the problem of dynamic gestures and coarticulations. This solution, however, heavily depends on the quality and availability of data sets. Practical relevance: This review can be considered a contribution to the study of rapidly developing sign language recognition, irrespective to particular natural sign languages. The results of the work can be used in the development of software systems for automatic gesture and sign language recognition.
Optimization of Hill Cipher Method for Encryption and Decryption of Prescription Drugs at Puskesmas Twano Jayapura City

A drug prescription is a written request from a doctor to a pharmacist that must be kept secret because it contains certain doses of drugs and types of drugs that cannot be known by just anyone, especially those who are not interested. From time to time technological advances have a rapid impact on all sectors, both private and government agencies, including the health sector. One form of service in the health sector that can utilize information technology is the manufacture of electronic drug prescriptions that can be sent via an application from a doctor to a pharmacist. The frequent misuse of prescription drugs by unauthorized persons, as well as errors by officers at the pharmacy in reading prescriptions can be fatal for the community, so a solution is needed to overcome this problem. This application is designed using the Hill Cipher Algorithm which is one of the classic types of algorithms in the field of cryptography, but to get the maximum level of security, the algorithm key will be modified using a postal code pattern as a matrix key. Broadly speaking, the Encryption Stage is the first starting from the plaintext which is the type of drug and drug dose, the second key matrix using a POS code pattern, the three plaintexts are converted into blocks, the fourth is arranged into a 2x2 matrix, the fifth is multiplied between the key and the sixth plaintext is multiplied into mod 26 to generate an encrypted ciphertext or recipe. The success rate of system functionality testing using the blackbox method is 100%
Perancangan Penerapan Quick Response (QR) Kode Dalam Sistem Pendaftaran

The rapid development of technology and information systems has now been able to attract the attention of many organizations to support their activities, one of which is the development of an online registration system. There are problems that occur due to the unavailability or lack of use of the technology. Systems that are still manual processing can cause problems in the future. One of them is from problems that occur in poor data management, ambiguous participant data, the use of time used to be wasted and other obstacles. The application of the Quick Response (QR) code in the registration system is expected to help problems that occur so that data management becomes better and creates a more efficient and structured use of time. The system development of this registration system design uses the SDLC method and the model used is the waterfall model, which provides an overview from the analysis to the maintenance of the information system of the designed application. The system design to facilitate research analysis of the system to be used, uses the Unified Modeling Language (UML) with the modeling used is the Waterfall model, which describes the flow of the existing system that will be developed
Corruption practices and government effectiveness on human capital development in Nigeria

The study assessed the impact of corruption practices and government effectiveness (GE) on human capital development (HCD) in Nigeria between the years 2003 and 2020, Panel data from 2003 to 2020 were obtained from the database of United Nations Development Programme, World Development Indicators and CIP and were analysed using the ordinary least square method which is suitable for the dataset. The study found that corruption has a significant relationship with HCD in Nigeria while the relationship between GE and HCD is not significant. The research implication is that the persistent problem of slow and sometimes stagnant HCD and growth in Nigeria can be reversed by improving GE and by reducing corrupt practices in the country. The paper concluded that corruption practices have a very strong influence on HCD in Nigeria, while the relationship between GE and HCD is insignificant. It was recommended that Nigeria should institute stiffer punishments for offenses bothering on corruption practices. Keywords: Corruption, human capital, development, government effectiveness, Nigeria.
EDUCATION FOR CITIZENSSHIP OF PRIMARY SCHOOLCHILDREN IN INTEGRATED ART LESSONS

The article is devoted to the problem of the development of civic qualities of a junior student personality in the process of studying the integrated course “Art” in primary school. The semantic aspect of the concept of «citizenship» is revealed; its components such as sense of self-worth, inner freedom of the individual, discipline, respect and trust in state power, readiness to perform their civic duties in a harmonious combination of patriotic, national and universal feelings are distinguished. In this context, the substantiation of new content, forms and methods, innovative technologies of education for citizenship, adequate for modern social and pedagogical realities, acquires special importance. Conceptual provisions of civic education have been developed in the domestic pedagogical science. The purpose of this article is to find out the ways of effective educational tasks implementing by a teacher in the process of teaching the integrated course “Art”.Modern Ukrainian scholars-educators attached special importance to this problem and studied its various aspects: conceptual provision was defined by O. Vyshnevskyi and O. Sukhomlynska; psychological and pedagogical principles – I. Bekh, M. Boryshevsky, O. Kyrychuk. The work of O. Dokukina, M. Zaderikhin, U. Ketsyk, V. Rud, L. Korinna, D. Krytska and L. Rekhteta are relevant to the content of our research.Researchers do not pay attention to the problem of using integrated subjects in particular “Art” in the education of students’ citizenship.The article presents a thorough analysis of textbooks for primary school on the integrated course “Art”, which are important means of knowledge and creative skills developing in the art of music, set out in accordance with the purpose of teaching and implementation of educational tasks for the formation of junior schoolchildren citizenship.&#x0D; Keywords: civic education; content of education; integrated course; component of citizenship; textbook; folk song; lullaby; calendar rituals; national identity; native language.
Data Privacy Preservation and Security Approaches for Sensitive Data in Big Data

Data mining is a technique that explores the necessary data is extracted from large data sets. Privacy protection of data mining is about hiding the sensitive information or identity of breach security or without losing data usability. Sensitive data contains confidential information about individuals, businesses, and governments who must not agree upon before sharing or publishing his privacy data. Conserving data mining privacy has become a critical research area. Various evaluation metrics such as performance in terms of time efficiency, data utility, and degree of complexity or resistance to data mining techniques are used to estimate the privacy preservation of data mining techniques. Social media and smart phones produce tons of data every minute. To decision making, the voluminous data produced from the different sources can be processed and analyzed. But data analytics are vulnerable to breaches of privacy. One of the data analytics frameworks is recommendation systems commonly used by e-commerce sites such as Amazon, Flip Kart to recommend items to customers based on their purchasing habits that lead to characterized. This paper presents various techniques of privacy conservation, such as data anonymization, data randomization, generalization, data permutation, etc. such techniques which existing researchers use. We also analyze the gap between various processes and privacy preservation methods and illustrate how to overcome such issues with new innovative methods. Finally, our research describes the outcome summary of the entire literature.
Faktor - Faktor Pendukung Keputusan Rujukan Pasien pada Fasilitas Kesehatan Tingkat Pertama (FKTP) dengan metode Analytical Hierrarchy Process (AHP)

Pratama Bakti Timah Clinic is one of the First Level Health Facilities (FKTP) that provides health services to the community in the Pangkalpinang area and its surroundings. In these health service activities, when a patient requires special medical care in terms of medical services, medical personnel, medical support, outpatient services, and inpatient services, the patient will be referred to a higher health facility. Considering the various factors that cause patients to be referred and there are several hospitals that are referred to, this condition is a multi-criteria and multi-alternative condition. To overcome this, it is necessary to design a decision support system that will make it easier for medical administration service officers at the Primary Clinic. The decision support system is designed using the Analytical Hierarchy Process (AHP) method which is able to accommodate multi-criteria and multi-alternative decision making. The results of data processing showed that the most important factor in the referral of FKTP patients at the Pratama Clinic was the outpatient service factor with a weight of 30.7%, the second factor was medical services 24.4%, the third factor was medical personnel 17.5%, the fourth factor was supporting medical services 15.9%, and the last is inpatient services 11.4%. While the first referral hospital is RSUD Ir. Soekarno with a weight of 31.1%, then Depati Hamzah Hospital with a weight of 27.5%, then Bakti Timah Hospital with 27.3%, and Bakti Wara Hospital with 14.1%.
Perilaku Masyarakat Dalam Menghadapi Dampak Kesehatan Akibat Bencana Banjir Di Desa Lubuk Siam, Kabupaten Kampar, Riau

Riau Province is one of the areas in Indonesia that is prone to flooding, one of which is in the village of Lubuk Siam, Siak Hulu District, Kampar Regency. Flood conditions that have a negative impact are often caused by the low behavior of the community. The purpose of this study was to determine the behavior of the community in dealing with the health impacts of the flood disaster. This type of research is descriptive qualitative with a phenomenological approach. This research was conducted in Lubuk Siam Village, Siak Hulu District, Kampar Regency, Riau Province. The informants in this study were 16 participant consisting of the community, the village head and staff, representatives of the puskesmas, community leaders and youth leaders who were obtained by purposive sampling technique. The data in this study were analyzed by content analysis. Data collection uses focus group discussions, in-depth interviews, and observations. The results of this study obtained that community behavior in dealing with health impacts due to flooding is still not ideal, some efforts to prevent health impacts and flood disaster management have been good and some have not. In terms of preparedness to face floods, the community has not as a whole prepared evacuation facilities during floods, logistics and medicines as first aid during floods. Treatment efforts if there are family members who experience health effects are still not optimal. Treatment efforts seem to be meager.
Formation of sociological imagination in students of technical institutions in education in the process of teaching sociology

The article is devoted to the problem of formation of sociological imagination in the process of teaching sociology to students studying in technical educational institutions. The concept of “sociological imagination”, introduced into scientific circulation by the American sociologist Wright Mills, is being clarified. It turns out that the concept of sociological imagination has acquired the status of one of the main in modern sociology and began to play an important educational role, and in sociological science, respectively, methodological and methodological. Attention is paid to the peculiarities of teaching sociology in technical educational institutions, and in view of this, the problem of forming the sociological imagination of students. The fact is that sociology in technical educational institutions is not professional, so it is taught exclusively as a general discipline of worldview. The purpose of teaching sociology in such higher education institutions is to promote the formation of students’ sociological imagination, ie to help future specialists in engineering to develop the ability to think socially, ie to adequately perceive, comprehend and interpret social processes and phenomena, analyze and be ready to solve complex social problems. The solution of this problem involves the use of such methods of teaching sociology, which would be related to the specific practices of modern society, taking into account the universal and professional interests of future professionals. The own experience of teaching sociology at the National Transport University is analyzed. There are examples of using different methods of teaching sociology, aimed at forming a sociological imagination that allow students to perceive the social world around them and relate their professional problems with general social problems, educate and shape their civic position and increase their general cultural level.
Education Of The Near Future: Trends And Opportunities

The current situation in education, being highly unstable, is indicative of the transformation process.Mass digitalization in education during the pandemic revealed the alienation of education from the bulk of its traditional meanings, values and activities.The article highlights the present-day changes taking place in the system of global education, unravels counteracting trends in its development from the total digitalization of education, the use of templates and standards in building knowledge, skills and attitudes to the opportunities for lifelong learning, learner intellectual autonomy, maximum creativity and design of the future.As a key point, the author highlights the rationale that controversies in education may be potential to bring certain opportunities for it to develop and prosper.On these grounds, the author formulates some opportunities for the upcoming transformation of education.Such opportunities include the priority of education over professional (vocational) training, the renewal of interest in human ontology as the core of the anthropocentric educational paradigm, individualization and interdisciplinary basis of education, a focus on unsupported thinking and the development of subjectivity of participants in the educational process.As a result, the article substantiates the thesis about the need and possibility for the present-day education to consider alternatives to move on.
Concisely Indexed Multi-Keyword Rank Search on Encrypted Cloud Documents

With the advent of cloud computing, the low-cost and high-capacity cloud storages have attracted people to move their data from local computers to the remote facilities. People can access and share their data with others at anytime, from anywhere. However, the convenience of cloud storages also comes with new problems and challenges. This paper investigates the problem of secure document search on the cloud. Traditional search schemes use a long index for each document to facilitate keyword search in a large dataset, but long indexes can reduce the search efficiency and waste space. Another concern to prevent people from using cloud storages is the security and privacy problem. Since cloud services are usually run by third party providers, data owners desire to avoid the leakage of their confidential information, and data users desire to protect their privacy when performing search. A trivial solution is to encrypt the data before outsourcing the data to the cloud. However, the encryption could make the search difficult by plain keywords. This paper proposes a secure multi-keyword search scheme with condensed index for encrypted cloud documents. The proposed scheme resolves the issue of long document index and the problem of searching documents over encrypted data, simultaneously. Extended simulations are conducted to show the improvements in terms of time and space efficiency for cloud data search.
Second Thoughts About Central Bank Digital Currencies

Sustained decline in central banks’ monetary liabilities (reserves and currency in circulation), which the emergency of cryptocurrencies may have hastened, has been enabled by technological innovations that over time have allowed financial institutions and their customers to execute transactions and settle their debts without resorting to central bank currency. Policymakers are concerned about their ability to guarantee public’s access to government-backed currency. This has implications for central banks’ balance sheet and income position, which central bank digital currency might reconstitute. But the introduction of central bank digital currency (CBDC) comes with its own risks and could be disruptive for financial markets. We believe that retaining the option to have access to government-guaranteed currency is of utmost importance, despite the sporadic demand for physical currency in the modern society, but it could be addressed within existing institutional structures without the introduction of CBDC. However, policy authorities are right in seeking oversight and regulation for cryptocurrencies to address the destabilizing potential of cryptocurrencies for financial markets, and they should continue modernizing payment infrastructures to bring retail settlement systems at par with cryptocurrencies in terms of settlement speed but without associated liquidity and credit risks. These steps would preserve the status quo and allow private sector to continue innovating while limiting central banks’ footprint in the financial markets.
Strategi Pembentukan Kaderisasi Relawan Sadar Lingkungan Berbasis Technopreneurship

Abstract Purpose: This PKM aims to raise public awareness of environmental health and generate profits by utilizing household waste which has the potential as a source of technopreneurship-based creative economy which can be a strategy in suppressing waste production in Indonesia. Research Methodology: The method used in this PKM is in the form of outreach activities, counseling, training, and assistance in waste management and maggot caterpillar cultivation. Results: The result of this activity is the formation of environmentally conscious volunteers who can manage waste and cultivate maggot caterpillars in an organized, creative, and innovative manner using digital technology in their marketing Conclusions: The conclusion from the implementation of this activity is that there is a change in community behavior in managing household waste into something that is worth selling. The cadre of environmentally conscious volunteers is a community engaged in waste entrepreneurship as an effort to create an education center for waste management.
Remembrance and Learning Skills and Their Relationship to Academic Achievement among University Students

The study aimed to identify the memory and learning skills and their relationship to academic achievement among university students in Jordan. The descriptive approach was used in addition to the questionnaire as a tool for the study. The study sample consisted of (1000) university students from different universities, colleges, specializations and levels of study in different Jordanian universities, and the study was applied The study was conducted in the second semester of the academic year (2020-2021), and the study reached a set of results, which is that university students in general possess a high level of learning skills, recall and academic achievement, in addition to the existence of a direct relationship between learning, recall and academic achievement for the members of the research sample . The study found that there are significant differences in the skills of learning, memorization and academic achievement between the academic disciplines of the female students) Scientific and Humanitarian) and for the benefit of scientific specialization .
Structure of the Erdenet ore district according to gravimetric data

The purpose of the study is construction of a model of the upper crust structure of the ore region in Mongolia and the three-dimensional mapping of intrusive bodies with which copper-porphyry mineralization is associated. An areal gravity survey was carried out with an observation density of 1 point per 6 km 2 with the measurement accuracy of ±0.8 mGal. As a result, it was found that copper-molybdenum ore occurrences of the area including the Erdenet ore district are confined to local gravitational minima, which are interpreted as thickening of the body of the Selenga granitoids. The latter are confined to local depressions of this body base. The spatial proximity of supply channels of small ore-bearing intrusions and large granitoid bodies of the Selenga complex has been established. Porphyry ore intrusions are confined to rather wide (about 10 km) zones located above the depressions of the base of all intrusions of the Selenga complex (both granitoid and diorite). Since the local base depressions of the granitoid intrusions correspond to the position of magma supply channels, ore-bearing small intrusions were introduced approximately in the same places where the supply channels of granitoid intrusions of the Selenga complex existed. Therefore, it can be assumed that this case is characterized by not only tectonic inheritance (confined to the same faults and their intersection points), but also by a genetic one, since residual melts of the same foci, in which intrusion magma of the Selenga complex was generated might be the sources of small intrusions. From this point of view, the expediency of distinguishing an independent Erdenet complex seems to be controversial. Geophysical data on the spatial proximity of specified intrusion supply channels permit only to raise the question of such expediency. The solution to this issue is possible on the basis of a comprehensive analysis of petrological and geochemical data.