Reviewerly/exHarmony huggingface dataset:
Zero-shot Learning on Gesture Movement for Interactive Dashboard Control

Human-computer interaction (HCI), is always the mainstream in computer technology that concentrates on the communication between humans and computer. Gesture-based HCI, which sounded so modern and zippy at the time, sounds retro now. Although the idea of gesture based HCI is nothing new, this topic is still in vogue. HCI studies continually emphasize the user experience especially when it is implemented in a real-world environment. As known that every individual acts differently and more uncontrollable environmental variables might affect the performance to detect and react to the gesture performed. Even though there are many solutions and datasets proposed in the market, not each of them perfectly fitted to our needs. Hence, to propose a more tailored made gesture detection for own use, the existing zeroshot learning model will be tested on the gesture dataset introduced in this work to fine tune to own needs. The result shows that our proposed I <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">2</sup> Hub dataset has higher accuracy compared to EgoGesture dataset (~1.01), but the elapsed time takes longer due to the higher average number of videos in each gesture action.
Technologies and the Wellness of Older Adults

This chapter will examine whether technologies can improve the wellbeing of older adults in nursing homes, day care centres and public hospitals and bring benefits to carers through five examples: NAO (i.e. a humanoid robot), PARO (i.e. a seal-type mental commitment robot), Virtual Reality (VR) Googles and Immersive VR Rooms, DFree® (i.e. wearable bladder scanner) and Smart Health Video Consultation (SHVC). Technologies, if used properly, can improve the quality of life and the quality of care of older adults and relieve the burden on care workers. They will not replace care workers. Instead, they complement care workers and free them up to do more meaningful tasks (e.g. care tasks). It is expected that the scale and the pace of using health information technologies, monitoring technologies, assistive technologies and robotics increase in the LTC sector in future due to manpower shortage and the increase in the number of older adults in Singapore. Factors such as awareness, acceptance, ease of use, trust, knowledge and perceived risk will affect technology adoption. It is important to strike a balance between technology and human touch. Implementing technology with a human touch can make older adults feel loved, valued and cared for.
Prejudices as Precondition for Stigmatization of People Based on Mental Health Sign

The research presents the problem of mental health stigma due to the existence of stereotypes and prejudices about people with mental disorders as the basis of their stigmatization. We aimed to discover prejudices and stereotypes among teachers about people with mental health disorders as the precondition for stigmatization based on mental health and their level of tolerance. As well as that another research purpose was to determine the content of socio-psychological work to overcome such prejudices, increase tolerance for otherness and prevent the spreading of stigmatization in various social and educational environments. The online survey took 1680 people – pedagogical workers from different regions of Ukraine. Our research has shown that fears and feelings associated with mental disorders lead to prejudice, to rationalize, justify negative feelings, and treat stigmatized people negatively. These prejudices are rather veiled, hidden, because of their opened expression is still socially unacceptable. The analysis of the problem allowed us to conclude that it is necessary to determine the main directions of work with different target groups to reduce existing prejudices prevent the spread of social stigma and increase tolerance for otherness in various social and educational environments.
Exploring the Limits of Open Quantum Dynamics I: Motivation, New Results from Toy Models to Applications

Which quantum states can be reached by controlling open Markovian $n$-level quantum systems? Here, we address reachable sets of coherently controllable quantum systems with switchable coupling to a thermal bath of temperature $T$. The core problem reduces to a toy model of studying points in the standard simplex allowing for two types of controls: (i) permutations within the simplex, (ii) contractions by a dissipative semigroup. By illustration, we put the problem into context and show how toy-model solutions pertain to the reachable set of the original controlled Markovian quantum system. Beyond the case $T=0$ (amplitude damping) we present new results for $0 <T < \infty$ using methods of $d$-majorisation.
A Study on Data Cleaning using Visualization by Prediction and Health Monitoring

This paper presents an application through which any medical dataset could be cleaned, visualized and used for prediction. A health checkup system for a patient's vitals has been developed using the Internet of Things. Here we discuss in detail about user friendly reports generated through various graphs. Compared with several typical prediction algorithms, the prediction accuracy of our proposed algorithm reaches 89.99% with a convergence speed which is the Random Forest prediction algorithm.
Scaling Bitcoin

In our paper, we aim to give a detailed insight into the Bitcoin scaling debate and discuss some of the most relevant proposals. If Bitcoin shall become a widespread method of payment, the basic protocol introduced by Satoshi Nakamoto in 2008 has to be enhanced with new technical concepts. We focus on a block size increase, Segwit, payment channels and the corresponding payment channel networks. These topics are by far not the only concepts that aim to improve Bitcoin's scalability. To our knowledge, however, they are the most advanced ones which have played a dominant role in the scaling debate.
PEMANFAATAN MEDIA POP UP BOOK UNTUK MENINGKATKAN KETUNTASAN BELAJAR SISWA PADA PEMBELAJARAN PKN DI KELAS V MIS LAMGUGOB

This research is motivated by the low mastery of student learning in Civics learning, especially in class V MIS Lamgugob. Based on the KKM in MIS Lambugob it is 80 while the average student only reaches 65%. Furthermore, the problem from the background is not achieving the student's KKM because students do not pay close attention when the teacher explains the material. This can be seen when in the learning process many students are busy playing alone or disturbing their next door friends, students are not interested in participating in learning, thus making students less understanding and bored in learning and not leaving a meaningful experience. This research includes classroom action research (CAR), which in CAR research there are 4 stages, namely planning, implementation, observation, reflection. In collecting data, researchers used teacher activity sheets, student activity sheets and test questions. This research was conducted in 2 cycles. In cycle 1, the teacher activity observation sheet, the percentage value in cycle 1, which is 80% is in the good category, while in the second cycle the percentage value is 97% in the very good category. In the student activity observation sheet in the first cycle the percentage value of 77.5% is in the good category in the second cycle the percentage value is 92.6%. The students who achieved mastery learning in the first cycle were 16 people and those who did not achieve learning mastery were 14 people, in the second cycle 25 students who achieved mastery learning and 5 who did not achieve learning completeness and the value of classical student learning outcomes in the first cycle reached 53.33 % and cycle II 83.33% classically have reached completeness. The conclusion is that the use of pop up book media can increase the completeness of student learning outcomes.
THE EFFECTIVENESS OF THE TEAM GAMES TOURNAMENT LEARNING MODEL BASED ON VIRUS MATERIAL EXPLORATION ON STUDENT LEARNING OUTCOMES

Some indicators of the emergence of learning motivation include the desire to succeed, encouragement and need in learning, future hopes and aspirations, appreciation in learning, interesting activities in learning and a conducive learning environment that allows students to learn well, the learning outcomes of class X students have not yet reached with a completion limit value of 70. One of the lessons learned to overcome this problem is to apply the exploration-based Team Games Tournament (TGT) learning model.The research was conducted using an experimental method with a one shot case study design. The population of the study was grade X students of SMAN. The research sample was taken by using convenience sampling technique. While the data analysis is quantitative and descriptive qualitative. The results showed that the level of student activity in the three meetings were 96.76%, 96.77% and 100% of X MIPA 1 class students in the high and very high activity categories. In class XMIPA2 the percentage of activity in three meetings was 68.75%, 78.15% and 97.25% in the high and very high activity categories. Meanwhile, in the XMIPA3 class the percentages of activity were 62.27%, 76.03% and 97% in the high and very high activity categories. The results of the analysis of learning outcomes showed the average value of learning outcomes in class X MIPA1 reached 84.2; class X MIPA 2 reached 78.08 and class X MIPA 3 reached 79.15.Based on the results of the study, it was concluded that the application of the exploration-based TGT learning model on Virus material on the learning outcomes of class X students at SMAN 1 Tanggul was effective in optimizing student learning outcomes and activities.
PENEREPAN METODE ROLE PLAY DALAM MENINGKATKAN KEMAMPUAN BERBICARA DAN KUALITAS PEMBELAJARAN BAHASA INGGRIS

This study aims to improve speaking skills using and improve the quality of learning English for students X SMA Negeri 12 Takengon who are taught using the role playing method. The form of research used is Classroom Action Research. The Classroom Action Research (CAR) method used is to apply the role playing method to improve student learning outcomes in English material. Data collection techniques in the form of test questions and student activity observation sheets. The results showed that the average value of student learning outcomes in cycle I with a percentage of completeness of 53% and increased to 83% in cycle II, and 100% in the third cycle. The application of the role playing method in learning English can improve the learning outcomes of class X SMA Negeri 12 Takengon from cycle I to cycle III by 47%.
The place and role of exchange programs in the professional development of teachers of higher education institutions

The article is focused on the role of exchange programs in the professional development of higher education academics. Academic mobility is important for the personal and professional development of the academics, as it puts him in the conditions of analysis and resolution of life situations from the standpoint of their own and other cultures.
ANALYSIS AND DESIGN OF ERP INFORMATION SYSTEMS USING WAREHOUSE MANAGEMENT MODULES AT PT XYZ

Company PT. XYZ works in the electronics industry. Commodity storage in warehouses increases with output. Therefore, there is a problem at company are the absence of data integration between divisions so that data sharing does not occur in real time and causes the recording of the number of goods incorrect. As a result, there is a discrepancy between the number of items listed on the Stock Card and the number of items in the warehouse. Operations of the Warehouse Sub Division at PT. XYZ must be supported by an information system. The methodology used in this research is RAD . The author examines the company's operational business procedures. Based on this research, the authors built an ERP system with the Odoo application and designed the proposed business processes, focusing on the Warehouse Management module that best fits the needs of the organization. In addition, Users will test the designed system before implementing it in business. The results of this study are the Warehouse management module in the Oodo application which has been adapted to business conditions and needs and can help businesses more easily solve warehouse operational problems at PT. XYZ.
Application of RGB-synthesis for complex interpretation of geophysical data in the study of areas contaminated by oil products

The information on geological structure as well as on the degree of contamination and geometrical parameters of a pollutant in oil-contaminated areas is necessary for risk assessment, planning of oil products recovery and territory remediation. Geophysical methods are actively used for solving such problems. The work considers the site on the Volga River bank, where soils are contaminated with petroleum products. The aim of the work is to delineate the distribution area of petroleum products. In order to achieve the goal, the set of near-surface geophysical methods (vertical electric sounding, seismic survey) and gas geochemistry were implemented. The results of a new approach to characterization of contaminated sites by RGB-data synthesis have been demonstrated as one of the ways of data interpretation. The method is based on the generalization of the available materials by optically mixing of the data of three spatially distributed characteristics presented in the form of three channels – red, green, and blue – for the purpose of localizing the lenses of gravity-mobile and immobilized oil products. According to the results of the qualitative interpretation of geophysical information, the authors have built a scheme with the proposed contour of oil products distribution in the studied territory. The proposed method can be used for the delineation of oil spills along with the sufficient information obtained by geophysical or other methods (at least three) at the stage of determining the spread of contamination for the sites. This approach can speed up the interpretation process, as such maps overlaying sets the color distribution of different petrophysical characteristics of the soils for the selected depth level, and also eases the task of determination of coordinates when correlating various anomalies, identified by different methods.
Problems of introduction of motivational factors in ensuring high quality of training of engineers in institutions of higher education of Ukraine

The article considers the main motivating factors to achieve high quality education of engineers toward to European standards of higher education based on the analysis of the educational process on fundamental discipline “Chemistry” of students - future engineers at Igor Sikorsky Kyiv Polytechnic Institute. The principles of the educational process at the university are analyzed, the advantages and disadvantages of the modern system of education of future engineers are determined, the motivating factors of improving the quality of education are offered and the basic approaches to formation and development of the required set of professional competencies of graduates are determined.
Theory, Evaluation, and Model Selection

We have introduced several basic algorithms for transfer learning. However, we did not show how to select models and tune hyperparameters, which will be covered in this chapter. Moreover, we will also introduce theories behind existing approaches that act as the foundation for designing new algorithms.
Education and professional development of an adult during life: acmeological aspects

The article is devoted to the problems of continuing education and professional development of an adult throughout life. The methodologicalbasis for solving these problems are acmeological aspects. Acmeology is the science of patterns, conditions, factors and incentives that promote or hinder the self-realization of mature people in the process of their self-promotion to the top of professionalism and productivity. Synergetic and fundamental acmeology are currently considering the issues of not only peak but also low development. Throughout life, a person not only gets an education. She also pays a lot of attention to self-education and self-education. Engaged in professional and personal self-development.She, as a specialist, develops acmeological competence. Personal and professional development and self-development lasts a lifetime.
Interactive lecture and features of its implementation in distance learning

The trend in the development of higher education in Ukraine implies the training of qualified professionals who are proficient in inno-vative teaching methods. The article discusses the features of conducting interactive lectures. It is shown that the interactive form of the lecture contributes to the improvement of the quality of education of future masters of pharmacy at the National Medical University named after A.A. Bogomolets. The possibili-ties of various types of interactive lectures are presented, the advantages they have in comparison with the classical lecture are described. According to the authors of the article, the use of multimedia technologies allows for the conduct of interactive lectures in distance learning, and also contributes to the improvement of the qualifications of teachers and students, which in turn brings higher pharmaceutical education in Ukraine closer to European standards.
PENGARUH MEDIA DAKON MATEMATIKA TERHADAP HASIL BELAJAR MATEMATIKA SISWA MATERI PENJUMLAHAN

Islamic Elementary School Students/Elementary school Students need concrete objects in learning process, especially in learning mathematics. An interesting learning media makes students easy in understanding materials. However, there are many teachers still use conventional and traditional media such as textbooks. Teachers should modified the media to suit the this modern era. This study aims to determine the learning outcome of the first-grade students in MIN 3 Tapin using Dakon mathematics media. This study uses quantitative approach and a one group pretest-posttest design. The population in this study were all students in MIN 3 Tapin by total 184 people and the sample was the first-grade students in MIN 3 Tapin. Data collection techniques using test, interviews and documentation. Data analysis technique using t-test. The result shows that there as a significant influence between Dakon mathematics media and students learning outcomes. This is evidenced by the result of the t-test, namely t-count was 1,46 and t-table was 2,306. It’s found that t-count was 11,46 &gt;t-table was 2,306 or t-count higher than t-table, its meant that H0 was rejected and H1 was accepted.
DIAGNOSTIC ACCURACY OF ULTRASOUND BI-RADS IN DIAGNOSING BREAST LESIONS UTILIZING THE CORE NEEDLE BIOPSY KEEPING HISTOPATHOLOGY AS A GOLD STANDARD

Objective: To determine the diagnostic accuracy of Ultrasound BI-RADS classification in diagnosing breast lesions utilizing the core needle biopsy method keeping histopathology as a gold standard. Materials and Methods: A cross-sectional study was conducted in the Radiology department of CMH Peshawar incorporating 51 patients having breast lesions as presenting complaints. After performing ultrasonography, lesions were categorized as benign and malignant according to BI-RADS scoring. A core needle Biopsy of lesions was done and histopathology reports were collected. Diagnostic accuracy, Sensitivity, Specificity, Positive predictive value, and Negative predictive value of “BI-RADS classification were calculated by analyzing data. Results: The mean age was calculated as 45.63+ 16.83 years. According to the BI-RADS score, 17 cases (33.3%) were categorized as benign and 35 cases (66.7%) as malignant while Histopathology reported 20 cases (39.2%) as benign while 31 cases (60.8%) as malignant. Diagnostic accuracy, Sensitivity, Specificity, Positive predictive value, and Negative predictive value for ultrasound BI-RADS turned out to be 90.19%, 96.77 %, 80.00%, 88.23%, and 94.11% and respectively. Conclusion: Ultrasound BI-RADS classification has high diagnostic accuracy in differentiating benign from malignant lesions. Universal application of ultrasound BI-RADS guidelines will help in the early diagnosis of malignant breast lesions while avoiding unnecessary biopsies in benign lesions. Keywords: Breast imaging, Core needle biopsy, Diagnostic accuracy
Modern IT revolution and transformation of the content and meaning of the educational process under the influence of its factors

The work focuses on the phenomena manifested during the initial process of the transformation of educational activities under the influence of the modern IT revolution, which are researched from the philosophical and worldview standpoints. There have been considered the historical roots, current forms and methods of the educational process development and their similarity with such concepts as mimesis, game, theater. Based on the Actor-network theory (ANT) there have been pointed out the profound insights of such concepts as the world-network and the world-game. Being the key concept in the modern process of the IT revolution, the game concept is analyzed from its praxeological and heuristic point of view. It is admitted that nowadays because of its prognostic functions the notion of gamebecomes more multivalent and it includes a great variability of further scenarios of human development in terms of «quantum uncertainty ». There have been emphasized the risks which may be caused from the attempts to absolutize the game phenomenon within the Actor-network theory being, both for the individual and for humanity as a whole.
Informal education in foreign language teaching

The article analyzes the current trends of research in foreign language teaching in connection with informal education. The preconditions and prospects of foreign language teaching development in the system of informal adult education in modern society as one of the components of social consequences of globalization and informatization are studied. Such an effective pedagogical technology as language portfolio is highlighted and characterized. It can be used by both teachers and students in foreign language classes due to its personal orientation and a high level of creative work on their own.
Responsive Web Design Trend in Official Ministries and Government Institutions Websites in Palestine

Websites compatibility with different browsers is quite necessary as modern technology evolves and more new devices are being invented. This paper aims at determining the application of the Responsive Web Design approach in the Palestinian ministries and governmental institutions. Thirty official websites in Palestine were evaluated and tested using Google DevTools, which is a testing environment that provides a quick and easy way to test websites on mobile devices and tablets, and the Google Mobile-Friendly Test Tool, which analyzes URLs and progress reports on a site's relevance for mobile users. Maintaining accuracy in results, real devices were used to test the responsiveness of the websites. The survey results have shown that 40% of the ministries and official governmental institutions' websites are responsive ones, 30% are semi-responsive, and 30% are unresponsive websites. They also have revealed that 43% of the websites are compatible with mobile phones and tablets. The study highly signifies the responsive design technology as it is a suitable and viable solution for providing web content in an effective and efficient manner for the users of desktop devices and mobile phones with different screen sizes. The researchers also recommended that websites providing electronic services should be given special attention and that a responsive design approach should be used with different dimensional frameworks.