Reviewerly/exHarmony huggingface dataset:
Rancang Bangun Sistem Informasi Keuangan Badan Ta’mirul Masjid Nursalam Bantik Beo Kabupaten Kepulauan Talaud

The role of computers in data processing to produce an information system is very influential in an organization or institution. The involvement of computer technology tools is very helpful in carrying out data processing activities, especially the making of financial reports at BTM at the Nu Salam Bantik Mosque. In recording the receipt and expenditure of shalawat money, problems often occur such as missing or scattered data, torn, and takes a long time. As a result, financial information becomes inaccurate because it is still done manually without involving computer technology. The research conducted discusses the Making and Development of the Financial Information System for the Ta'mirul Mosque of Nur Saalam Bantik. In designing an application, it is carried out by means of insight techniques, observation and literature study. This study is to create an application for the Development of Financial Information Systems for the Ta'mirul Mosque of Nur Salam Bantik using Microsoft Visual Basic 6.0 (VB). Microsoft Visual Basic apart from being referred to as a programming language (Program Language), Visual Basic is also often referred to as a tool (Tool) to produce windows application programs. In general, there are several benefits that can be obtained from using the Microsoft Visual Basic program itself. Computer at Mosque using OS Windows, So the applications created are programming tools that make it easy to use controls for database design.
Pengembangan Perangkat Speech Recognition Bagi Penyandang Bisu Tuli Sebagai Sarana Komunikasi

This study aims to produce a design for the development of speech recognition devices for deaf-mute people to make it easier for the public to communicate with deaf mute visitors during emergencies by using a sound sensor that is speech recognition. Data collection techniques used were observation, questionnaires and documentation. Then the data collected will be analyzed using descriptive analysis. The results of the study were obtained from 25 respondents in the SLB of South Sulawesi Province Development, resulting in an overall average response rate of 80% from the highest value of 100% and the lowest value of 0%. This tool works with voice commands that have been done by the word train first first Then if the word is detected, the word will automatically appear on the LCD screen and simultaneously with the vibration produced by the vibrator. So it can be concluded that the speech recognition device for deaf mutes is good based on the respondent response category table.
Student Centre Approach in Teaching English for Specific Purposes Moodle-Based

The Indonesia higher education majority utilized the Language Management System (LMS) Moodle. The English Moodle-based teaching is a massive pedagogy shift due to pandemic. The study aimed to investigate and explore the technicality feature of teaching English, particularly the student-centered approach. The study was conducted in the qualitative approach experimental sequential research design. The substantive research instruments applied in the study comprised centered on questionnaires and interviews. The questionnaire was generated to investigate the lecturer used Moodle in their English language teaching. It is expected to discover the utilizing feature and adapting virtual class in LMS Moodle. The findings revealed that the system had an exclusive feature to accommodate student-centered teaching, yet it was found that the lecturer's unfamiliarity implied the inadequacy of Moodle course feature
APPLICATION OF MORPHOLOGICAL IMAGE PROCESSING TO REMOVE HAIR NOISES WHILE ENHANCING PATTERNS OF NEAR-INFRARED HUMAN VEIN IMAGES

Recently, the innovative vein finder system has been studied extensively and has many practical uses in healthcare and security. Developing a better vein finder system often relies on image processing procedures which help to enhance the vein images. Conventional image processing procedures as median filtering and adaptive histogram equalization have shown benefit in enhancing vein patterns. However, in some cases when there are hairs present in the images, most of these procedures are less effective in removing noises from hairs. In this work, we present a new approach employed additional morphological image processing procedures to efficiently remove hair noises. We have successfully constructed a vein finder device to acquire vein images and demonstrate the advantage of our approach. Effects of the size and shape of the structural element in different morphological image processing steps were studied and optimized to achieve the best enhancement effect. Our approach can be applied widely to other vein finder systems and enhance vein images from various parts of the human body.
Uniform Convergence, Adversarial Spheres and a Simple Remedy

Previous work has cast doubt on the general framework of uniform convergence and its ability to explain generalization in neural networks. By considering a specific dataset, it was observed that a neural network completely misclassifies a projection of the training data (adversarial set), rendering any existing generalization bound based on uniform convergence vacuous. We provide an extensive theoretical investigation of the previously studied data setting through the lens of infinitely-wide models. We prove that the Neural Tangent Kernel (NTK) also suffers from the same phenomenon and we uncover its origin. We highlight the important role of the output bias and show theoretically as well as empirically how a sensible choice completely mitigates the problem. We identify sharp phase transitions in the accuracy on the adversarial set and study its dependency on the training sample size. As a result, we are able to characterize critical sample sizes beyond which the effect disappears. Moreover, we study decompositions of a neural network into a clean and noisy part by considering its canonical decomposition into its different eigenfunctions and show empirically that for too small bias the adversarial phenomenon still persists.
GOLD-JASPEROID MINERALIZATION IN ZONE OF THE SHARTYMSKIY FAULT (SOUTH URALS)

The Shartymskiy Graben was formed at zone of the Shartymskiy Fault in the late collision stage of development of the Southern Urals on the joint of the Western and Eastern Magnitogorsk sub-zone in conditions of variable compression and stretching, and was made with the Lower Carboniferous limestone. Occurrences of gold-bearing metasomatites (jasperoids, sericite-chlorite-carbonate-quartz, sericite-quartz) have been established in the precontact zones of carbonates, gabbro-dolerites, diorites dykes, and small intrusions of sub-alkaline leuсograniteporphirs of the Shartymskiy massif. Mediated connection with them of gold sprouts is established. The gold economic concentration of the Vorontsovskiy deposit type is expected on the certain sections of metasomatites of jasperoid association and their weathering crust.
Investigating the relationship between accountability and job satisfaction: A case study in hospitals affiliated to Yazd University of Medical Sciences 2017

Introduction: high accountability of employees, the organization can be helped to achieve the goals. In general, this research is to investigate the relationship between accountability and job satisfaction in nurses in an educational hospital affiliated to Yazd University of Medical SciencesMethod: This study was a descriptive study of correlation type that has been conducted a cross-sectional study in 2017. We involved 190 nurses from selected educational hospitals affiliated to the Yazd University of Medical Sciences in the city of Yazd that have been chosen by stratified random sampling method. The data collection tool was Costa and M Care Accountability Questionnaire concerning 12 items, and Kendall and Smith Job Satisfaction Questionnaire were 37 items. Likert's 5 scales were used to determine the score of accountability and job satisfaction. The data was analyzed by descriptive-analytical statistical tests and Pearson correlation coefficient, a significance level of 0.05, and in the SPSS software version 20.Results: there was no significant relationship between accountability and job satisfaction except one of job satisfaction (nature of work) (p=0.009). Also, a significant association was observed between three demographic variables of the age group (31-35) years (p=0.047) and work experience between (11-15) years (p=0.03) and the gender of women (p = 0.005) and two variables of accountability and satisfaction.Conclusion: According to the results, it is better to pay more attention to work nature to implement responsibilities more efficiently and increase job satisfaction.
Actividades para promover hábitos lectores con los títulos del Programa Editorial Libertad en la Educación Primaria

This article aims at the relevance of promoting reading habits through the titles of the Libertad (Liberty) Editorial Program. When conceiving such activities, the general foundations for learning to read and for promoting reading habits were considered; as well as the specific methodological basis of the Primary Education. Theoretical and empirical methods allowed developing this research, contributing with the reading habits development. To verify the application of the teaching activities there were used theoretical, empirical as well as statistical methods, which permitted the development of this research, at the time it contributed to develop reading habits in order to test the application of such activities. Favorable results were obtained. These activities fulfilled the objective stated; in this way it was favored the promotion of reading habits in Primary students.
La gamificación como herramienta de enseñanza-aprendizaje para el fortalecimiento del currículo

Due to the situation originated by the COVID-19 pandemic, a research was made among the students of the BA in Chemist Pharmacobiologist, of the Benemérita Universidad Autónoma de Puebla (BUAP), with the purpose of identifying their perception on the application of gamification as a tool for developing more dynamic classes strengthening the process of teaching and learning and as a consequence to make possible the development/acquisition of curricular contents. The research was qualitative as well as descriptive. In order to get to our objective a list of 18 questions in Google form was sent to 30 of 36 students taking the subject Systems of Quality and Normativity, in the autumn of 2020. A cursory analysis of the results showed that by employing gamifications the students could actually retain more information in an easier way as well as being motivated and attentive. This article describes the results of the research. It is organized in the sections: Introduction, Tesearch context, Literature review, Methodology, Development and discussion of the results, Conclusions, Recommendations and References.
MOTOR ACTIVITY AND THE RESPIRATORY SYSTEM OF HIGH SCHOOL STUDENTS DURING THE CORONAVIRUS PANDEMIC

The conference proceedings are focused on the study of trends in development of innovative scientific research in the context of global changes. General issues of the engineering, philological, pedagogical, legal, economic sciences, history of art, agriculture and so on are considered. The publication is designed for scientists, lecturers, postgraduate students, students, as well as for the general readers.International Scientific Conference Trends in Development of Innovative Scientific Research in the Context of Global Changes: Conference Proceedings, May 7-8, 2021. Riga, Latvia: «Baltija Publishing». 132 pages.
METHODS OF TEACHING DRAMATIC WORKS BY COMBINATION OF THEORETICAL KNOWLEDGE AND EXPERIENCE

The article provides insights into the problem of teaching contemporary art. The genres of literature, including methods, features, teaching processes related to the teaching of dramatic works are presented separately. Among the methods of teaching are the methods of teaching drama, which consolidates and groups it with examples. The effectiveness of the methods is determined by referring to the works of scientists who have grouped the methods of teaching fiction. The peculiarity of the method of creative search is that it rests on the reading of the work of art, the role of the student in the development of aesthetic tastes and the world of emotions. The formation of skills is confirmed by examples. There is a distinction between reading the text of a work and reading texts of other styles, and examples show that the teaching of a work of art is based on reading. Writing a composition allows the student to fully understand the work of art and recognize the author's idea, theme and topical issue. Effective teaching of dramatic works through the performance of written works, its types and purpose are determined.
On a Utilitarian Approach to Privacy Preserving Text Generation

Differentially-private mechanisms for text generation typically add carefully calibrated noise to input words and use the nearest neighbor to the noised input as the output word. When the noise is small in magnitude, these mechanisms are susceptible to reconstruction of the original sensitive text. This is because the nearest neighbor to the noised input is likely to be the original input. To mitigate this empirical privacy risk, we propose a novel class of differentially private mechanisms that parameterizes the nearest neighbor selection criterion in traditional mechanisms. Motivated by Vickrey auction, where only the second highest price is revealed and the highest price is kept private, we balance the choice between the first and the second nearest neighbors in the proposed class of mechanisms using a tuning parameter. This parameter is selected by empirically solving a constrained optimization problem for maximizing utility, while maintaining the desired privacy guarantees. We argue that this empirical measurement framework can be used to align different mechanisms along a common benchmark for their privacy-utility tradeoff, particularly when different distance metrics are used to calibrate the amount of noise added. Our experiments on real text classification datasets show up to 50% improvement in utility compared to the existing state-of-the-art with the same empirical privacy guarantee.
ANDROID-BASED MOBILE LEARNING MEDIA IN TEACHING READING OF REPORT TEXTS

Mobile phones can be well integrated into English Instruction as the creativity and innovation of teaching media increase students’ interest and motivation. This research aims to reveal the validity, effectiveness, and practicality of utilizing Android-based Mobile Learning Media for teaching reading report texts. The present research employed the research and development design. The research instruments were questionnaires, tests, and learning media in Application Package Files (APK). The collected data were analyzed by employing descriptive statistics and inferential statistics with a t-test. This research’s subject was an experimental class and a control class in Senior High School of Muhammadiyah 2 of Purbalingga. The expert validation results were categorized into relevant and feasible learning media to teach report texts. The pre-test and post-test mean scores in the experimental class showed a highly significant difference because the class outperformed the control class. It means that Android-based MLM was effective for enhancing students’ reading comprehension of report texts. Meanwhile, the result of students’ perception obtained a good category. The data reveal that 70.4% of the students agreed to use Android-based MLM in the learning process. This research concludes that the final product meets the criteria of teaching media evaluation.
Music Recommendation System Driven by Physiological Evaluation Appearing in Fingertip Skin Temperature

Music recommendation
Pemberdayaan Masyarakat melalui Perpustakaan Desa Berbasis Inklusi Sosial (Studi Kasus Perpustakaan “Sumber Ilmu” Desa Marga Sakti Kabupaten Musirawas)

Libraries can play a more role and can contribute in terms of community empowerment, closer, invite and empower the community. One way to get closer to the community is that the library can use the concept of inclusion to achieve its goals as a principle of lifelong learning. Inclusion-based libraries are libraries that facilitate the community in developing their potential by seeing cultural diversity, willingness to accept change, and offering opportunities to try, protect and fight for culture and human rights. This has been done by the Library of Science Resources in Marga Sakti Village, Musi Rawas Regency, with the concept of a Village Library Based on Social Inclusion, which has made the library an institution that can empower the community through productive activities such as making bitter melon chips, cultivating crickets, providing internet access for the community, Karang Taruna activities by establishing Youth Bands, PKK activities centered in libraries, storytelling activities, mobile libraries, establishing reading villages and others. Of the many activities above, this indicates that the library has become the central activity of the village community and as a concrete manifestation that the Marga Sakti Village Resource Library has implemented the concept of Social Inclusion.
JMcmprsk: An R Package for Joint Modelling of Longitudinal and Survival Data with Competing Risks

In this paper, we describe an R package named JMcmprsk, for joint modelling of longitudinal and survival data with competing risks.The package in its current version implements two joint models of longitudinal and survival data proposed to handle competing risks survival data together with continuous and ordinal longitudinal outcomes respectively (Elashoff et al., 2008;Li et al., 2010).The corresponding R implementations are further illustrated with real examples.The package also provides simulation functions to simulate datasets for joint modelling with continuous or ordinal outcomes under the competing risks scenario, which provide useful tools to validate and evaluate new joint modelling methods.
OBTAINING FOREIGN LANGUAGE COMMUNICATIVE PROFESSIONAL COMPETENCE BY FUTURE SPECIALISTS

Modern professional language training of the period of informatization of education and society pays considerable attention to the correspondence between teaching methods and teaching aids - components of the system of methodology of teaching foreign languages. When discussing the methodological tools of teaching foreign languages, we mean mainly the means of informatization of education, which have not only functionality but also pedagogical capabilities. Such research is extremely relevant for teaching foreign languages in engineering universities, as their results can intensify this specific learning process. The current stage of development of the national higher professional school is characterized by educational innovations aimed at preserving the achievements of the past and at the same time modernizing the system of higher professional education in accordance with the requirements of the time, reorienting it to ensure the achievement of new goals that correspond to the level of development of society and technologies, methods communication in the postindustrial information space. Today, the main goal of training and the criterion for the quality of training a process engineer has become the professional competence of a university graduate. There is a rapid transition from a qualification educational model of a specialist to a systemic one, including a competence-based one.&#x0D; The article is devoted to the problem of the importance of the development of language and intercultural competence of future specialists in technical specialties. Different points of view on this problem are analyzed. The theoretical part of this article presents some pedagogical possibilities of means of informatization of education. It also provides guidelines for language teachers on how to overcome the difficulty of memorizing non-specific for science and technology language learning material by engineering students.
Implementasi User Autentikasi Berbasis SMS Gateway di SMK Al-Farisi Kecamatan Leles

SMK Al-Farisi Leles currently provides hotspot services which is an area where there is a wireless internet connection that can be accessed through Laptops, Gadgets, and other devices that support the technology. With hotspots in SMK Al-Farisi Leles, users can enjoy internet access in the hotspot area without having to connect by cable. Hotspots in SMK Al-Farisi can be accessed directly by anyone because the authentication system is still conventional which is authentication that enters a password to be connected to the hotspot network, this often results in an unstable connection because there is no limit to being connected to the hotspot network so that people outside the school community who are in the hotspot area can also be connected freely. Therefore, the author implements SMS Gateway-based Authentication User in SMK Al-Farisi where the user is required to request first to obtain a hotspot account via SMS with the provision stipulated by the admin. The results showed that this authentication system runs smoothly and can manage users connected to hotspot networks.
Influence of heavy metals on representatives of filamentous algae in salinization conditions

Limited liability partnership (LLP) KAZZINC - one of the largest industrial enterprises of East Kazakhstan region. From Kazzinc to the Irtysh water flow should be in the following order: river Filippovka, Quiet, Ulba and the Irtysh. Semey (former Semipalatinsk) is a large city on the Irtysh, the water of which is taken by "SemeyVodokanal" [1]. In the laboratory we investigated the possibility of using filamentous algae (of ulothrix, Spirogyra, cladophora) as biological monitoring in the waters of the Semipalatinsk region. Since the main products of "Kazzinc" LLP are metals such as zinc, cadmium, lead and copper, in the laboratory of elemental analysis of the branch of "Institute of Radiation safety and ecology" of National nuclear center of the Republic of Kazakhstan the absorption capacity of filamentous algae is determined in relation to zinc, copper, cadmium, iron and lead, as well as the residual concentration of heavy metals in the test water. In idle test identifies such elements as Be, Cr, Mn, Fe, Co, Ni, Cu, Zn, Sr, Cd, Cs, Pb, and U. The concentrations of these elements were determined by inductively coupled plasma mass spectrometry (ICP - MS) on the Agilent 7700x instrument and atomic emission spectrometry (NPP - ISP) on the iCAP 6300 Duo.
An Efficient Nonnegative Matrix Factorization Topic Modeling for Business Intelligence

Topic models can give us a knowledge into the basic latent design of an enormous corpus of documents.A scope of strategies have been planned in the writing, including probabilistic topic models and methods dependent on matrix factorization.Notwithstanding, the subsequent topics frequently address just broad, in this manner excess information about the data instead of minor, yet possibly significant information to clients.To handle this issue, we propose a novel sparseness improvement model of negative matrix factorization for finding excellent nearby topics.In any case, in the two cases, standard executions depend on stochastic components in their instatement stage, which can possibly prompt various outcomes being produced on a similar corpus when utilizing a similar boundary values.To address this issue in the context of matrix factorization for topic modeling, we propose the utilization of ensemble learning procedures.We show the useful utility of ENMF on New York Times dataset, and find that ENMF is particularly helpful for applied or expansive topics, where topic key terms are not surely known.We find that ENMF accomplishes higher weighted Jaccard similarity scores than the contemporary strategies..