Reviewerly/exHarmony huggingface dataset:
Applicability of Clinical Decision Support in Management among Patients Undergoing Cardiac Surgery in Intensive Care Unit: A Systematic Review

Advances achieved in recent decades regarding cardiac surgery have revealed a new risk that goes beyond surgeons’ dexterity; post-operative hours are crucial in these patients and are usually spent at intensive care units (ICUs), where they need to be continuously monitored to adjust the treatments. Clinical decision support systems (CDSS) have been developed to take this real-time information and provide clinical suggestions to physicians, so as to reduce medical errors and increase patient recovery ratio. In this review, an initial total of 666 papers were considered, finishing with 23 of them after the researchers’ filter, which included the deletion of duplications and exclusion if the title and abstract were not of real interest. The review of these papers concludes the applicability and extends the CDSS offer to both doctors and patients. Better prognosis and recovery rate are achieved by using this technology, which also has high acceptance among most physicians. However, despite the evidence that well-designed CDSS are effective, they still need to be refined to offer the best assistance as possible, which may still take time, despite the promising models that have already been applied in real ICUs.
PROBLEMS OF APPLICATION OF ACTIVE LEARNING METHODS IN PHYSICS AND METHODS OF SOLUTION

This article discusses the problems that arise when using active methods of teaching physics in the educational process according to the updated curriculum, and ways to solve them. The analysis of documents, survey methods, analysis of the results of scientific research on the topic. Analysis of domestic and foreign articles. As a result of the study, problems, difficulties and a number of ways to solve them were identified when using active teaching methods by teachers of physics and natural science. In addition, the classification and benefits of active teaching methods are presented. Examples of active physics lessons, practical exercises are considered. It guides students in solving theoretical problems and issues of daily life. It is convenient to systematize a large amount of information in lectures and practical exercises, where the main issues of the topic are explained and recommendations for independent study of the material are given. The results of scientific research can be a useful and auxiliary tool for students, young professionals, teachers of physics and natural science in higher and special educational institutions.
Necessary skills while teaching business english at non-specialized faculties in Azerbaijan (results of experiment)

and some other investigated ESP and its classification.In the 2nd part of the 19th century, Business English began to develop as an independent area of ESP and for learning it, learners should have General English knowledge.So, Azerbaijan State Economic University was chosen as a target place for the experiment.A two-part experiment, each of which continued for 5 weeks, was held at ASEU in 2 experimental and 2 control groups.The results of the experiment are described in the tables given below.The main focus here was on the checking skills, which are considered necessary in teaching Business English experiment at non-specialized faculties in Azerbaijan.In teachinh Business English teachers must be able to be full of information and to make decisions on the language and language learning.One of the main points is that teachers must also be aware of professional and business world.Besides, they must also be able to adapt to a special teaching envronmet and must also be eager to learn continuously.To be successful in their job, Business English teachers should pay attention mainly to the following three competences: 1. Linquistic competence.It reveals in the main elements i.e., in the use of vocabulary, gramamr, phonology and so on.2. Discourse compotence.Language competence is connected with language elements and approaches the language from out of the context.However, discourse competenceç on the othe hand, is connected with the language which is being Вісник післядипломної освіти.Випуск 17(46) «Серія «Педагогічні науки» (Категорія «Б») Bulletin of Postgraduate education.
User Loyalty Prediction Using Naive Bayes Method in "Udatari" an art Performance Marketplace

Udatari is the first traditional dance platform in Indonesia which provides information about traditional events such as, dance tutorials, group dancer and dance attributes. The tight competition in the startup world, requires Udatari as a new startup to manage application users optimally. Knowing loyal users will help startups determine the right marketing strategy. In this study, the method used for clustering is the K-Means method where this method seeks to classify existing data into several groups provided that the data in one group have the same characteristics as each other. The model used for the clustering process is RFM, namely recency, frequency and monetary. The purpose of this clustering is to get the segmentation of users who have different Customer Lifetime Value. The second method for conducting classification is the Naïve Bayes method, where this method predicts future opportunities based on past experiences. The purpose of this classification is to predict new users into the user segmentation obtained from the clustering results.&#x0D; From the results of this study, the optimum k value for K-Means are 3 clusters with the largest CLV value in the second cluster where testing on this method uses the Silhouette Index. Furthermore, for the test results of the Naïve Bayes method, the average accuracy value is 97.44% where the accuracy of each class is 92.31% for cluster 0 (first cluster), 100% for the second cluster and 100% for the third cluster.&#x0D; Keywords: K-Means, Naïve Bayes, Loyalty, Segmentation, RFM
The Contribution of Speaking Practice with the Native Speaker to Student’s Speaking Ability in Junior High School

Students' speaking ability is not only determined by the teaching and learning process in the classroom, but is also influenced by several factors including: facilities, goals, motivation and learning environment. In this study, researchers used descriptive qualitative research. The subjects of this study were 40 students from class VII SMP PGRI 8 Denpasar. Data collection techniques used in this study were questionnaires, interviews, observation and documentation. Data analysis was obtained after contributing to speaking practice with native speakers in improving students' speaking skills. Based on the results of the study, it was revealed that speaking practice with native speakers made a positive contribution to students' oral production. Conversations with native speakers can increase students' confidence in language, vocabulary and students are also familiar with the expressions used in everyday language, and finally from this research the researcher can find out about students' abilities in: Grammar, Vocabulary, Accuracy and Fluency.
Surface Translation Errors in Literary and Scientific Texts: A Case Study

This study aims at investigating the most frequently occurred surface translation errors made by Bahdini EFL university students in literary and scientific texts. This is conducted via applying the error analysis technique, which is considered a vital part of EFL research. By using a quantitative and qualitative method, the researchers limited their literature review and data analysis to only the translation errors that are related to the surface structure of sentences by Dulay et al. (1982), excluding other types of translation errors (i.e., linguistic, comparative, and communicative). The data have been extracted from literary and scientific texts that have been translated by 50 EFL juniors and seniors from the English Department, University of Zakho. The researchers implemented a process of coding for finding out translation errors, and tabulated their frequencies and percentages on Excel bar charts. The results show that out of the total of 307 surface translation errors, misformation in scientific texts recorded the highest percentage. In contrast, misordering had the lowest percentage in literary texts. Further, addition and omission manifested variability in percentages. This study will be valuable for teachers to design better syllabi for teaching translation, and for learners to develop their linguistic skills when learning a second language.
Directions of formation of humanistic values in higher education institutions: problems and perspectives

The article analyzes the directions of the formation of humanistic values in higher education institutions. The results of the study showed that students have a high attitude to humanistic values, regardless of the level of self-affirmation and self-esteem. The main mechanisms of formation of humanistic values in students depend on the provocative features of social values, which occupy a dominant place in the hierarchy of values and professional self-confidence, which reflects the integrated qualities of the individual. It was found that there is a positive correlation between humanistic qualities and personal qualities and academic achievements. There is an important connection between self-awareness, self-esteem, self-assertion, and a social ideal that reflects humanistic qualities in students. It can be concluded that in order to develop humanistic values, it is necessary to develop socially important values and personality traits. Here it is necessary to consider the cognitive needs, opportunities for self-affirmation, as well as learning achievements.
PETROLOGICAL CLASSIFICATION OF CHEMICAL ELEMENTS

Based on the analysis of the distribution of chemical elements in igneous rocks, their petrological classification is proposed. Identified four geochemical classes: ultrabasicophile, basicophile, andesiteophile and granitophile. In granitophile grade separated bimodal and alkaline subclasses. Classification allows you to predict the formation of mineral deposits in connection with a certain geochemical class.
Screening the Revelation: Bill Viola — Andrei Tarkovsky

The article is devoted to the problem of generating symbolic content in contemporary art. The problem is directly related to the vitality of art itself, which depends on the ability to create a universal picture of the world. In the art of the 20th century, the process of replacing symbolism with symptomatology begins, which gradually leads to a narrowing of the sphere of the symbolic content of culture, since ambiguous symbols are replaced by completely unambiguous symptoms or signs of a particular traumatic problems. This process is associated with the materialization of the symbolic and, in general, with the strengthening of the materialist dominant in the culture of the 1920s–1960s. The article examines the problem of the embodiment of symbols using the example of the work of film director Andrei Tarkovsky and video artist Bill Viola, who largely inherited Tarkovsky in the 1980s–2010s. The comparative analysis is based on the works of Tarkovsky and Viola, in which both masters strive to create moments of revelation. These symbolic moments, Goethe and his interpreter, the philosopher Karen Swassjan, call the revelations of the unsearchable — the universal, open in the private. Tarkovsky and Viola strive to create such moments on the screens, most often resorting to showing the interaction of the characters with the symbolic elements of fire and water. Also, both of them reconstructed different European paintings of the Renaissance and Baroque as a reserve of symbolic. Their search is not always successful precisely because of the substitution of a symbolic image for a symptomatic one: replacement of the unsearchable or unimaginable with scenes of dreams or hallucinosis. However, the search for Tarkovsky and Viola is so intense that the very ambiguity of the results is the most important symptom of the state of modern culture, testifying to a crisis in understanding the possibilities of representation. Turning to screen art, to that form of life that becomes structure-forming, both Viola and Tarkovsky strive to recreate in it the possibility of revelation, the presence of a supermaterial image that opens a saving life path.
The English Course sebagai Media Peningkatan Sumber Daya Manusia Warga Br. Babakan Canggu, Kuta Utara-Badung

This community service activity aims to improve the quality of human resources which is carried out by means of English language training. This activity is packaged in the form of an English Course / basic English training. This program was initiated thanks to the collaboration between the educators themselves and the Br Babakan Canggu community, and the Canggu language consultant to prepare human resources who are ready to compete in the world of work in the current 4.0 era. This English course / training was held for 4 months in the Br. Babakan Canggu North Kuta, Badung. The persuasive method is applied in the learning process with this type of qualitative research. While the data collection method is based on observation by observing the phenomena that occur in the field. The training provided to the participants included basic level English language training and Indonesian language training for foreign speakers. All English language training participants were very enthusiastic in participating in the English training process which was held in collaboration with the language and community consultancy agency Br Babakan Canggu, North Kuta, Badung. The process of English training provided to Babakan, Canggu residents was based on sincere sincerity.
An Australian Conundrum: Genomic Technology, Data, and the COVIDSafe App

This paper examines the difficulties that have arisen in Australia in the use of its contact-tracing app. We examine the privacy implications around the use of the app, the wider economic imperative, and the balancing of those concerns against the health threat of the COVID-19 pandemic. We posit that default options are superior in times of emergency and rather than begging for the adoption of lifesaving technology, we suggest that the evidence gathered by behavioral economists provides an apposite and powerful alternative worthy of consideration.
SQL OR NoSQL DATABASES? CRITICAL DIFFERENCES

The recent years, marked by an unprecedented increase in the volume of data stored and managed, have simultaneously brought many problems and difficulties regarding the adequate management systems of very large databases, especially the traditional ones, most of them dedicated to relational databases, which are rather oriented towards ensuring data integrity and transaction coherence. The solution to this problem was a new database model, called NoSQL, an emerging alternative to the traditional relational databases, a popular choice especially due to applications in web requirements. NoSQL databases are not only simple replacements for SQL databases, they usually co-exist due to their complements. SQL databases are currently facing many challenges such as scalability and agility proving the inability to adapt to currently available facilities like cheap memory and processing power, while the NoSQL databases are increasingly proving their ability to handle very large volumes of stored data in terms of the number of users. Thus, following the same major objective, as the creation, recovery, updating, and management of data, two complementary database models are currently used, both with pros and cons. This paper aims to be a review of the benefits and limits of NoSQL over the relational highlight by recent literature on the subject.
The Pedagogical Practice and the Use of Technology during the Construction of Knowledge in the Present Days

Our This article aims to approach the pedagogical practice combined with the use of technology in the construction of teaching knowledge of present times.To that effect, we will conduct a reflection on the teaching work, that is: how education professionals are reinventing themselves to meet the demands during the pandemic of covid-19, and particularly how teachers are developing their educational practices in this new format of remote classes through digital platforms.This because, with the pandemic, face-to-face classes were suspended for all school systems, be them public or private, municipal, state or federal.Social isolation was one of the safety measures adopted as a way to avoid contamination.In this sense, it is necessary that the teacher seeks new skills to meet the demand in their daily practices with their students, identifying the advantages and possible difficulties during the development of teaching learning, from the use of these new technological tools, such as: mobile phones, laptops, the internet, among others.With this, they demonstrate how the novel technologies have required for teachers to seek training, to adapt themselves to the development of the current skills and abilities that this moment demands, and thus advance in the construction of knowledge as a mediator of pedagogical practice in the era of information technology in a delicate moment of pandemic.
PEMBELAJARAN MENULIS PUISI DENGAN MENGGUNAKAN TEKNIK PEMODELAN

Abstract&#x0D; Writing poetry is an activity to develop literary skills that requires a creative thinking process. Through writing poetry activities, students will be able to develop ideas, feelings, and thoughts to produce beautiful language symbols. Writing poetry is included in creative writing. In writing poetry, one cannot immediately write poetry but must go through several processes, one of which is continuous learning. One of the techniques used in learning to write new poetry is modeling techniques. This technique was chosen to assist students in learning to write poetry by using models in the form of poetry texts. With the existence of models and examples that can be imitated, it will be a new innovation in learning poetry and can help overcome students' difficulties in writing poetry. &#x0D; Keywords: learning to write; poetry; modeling techniques
Pengaruh Pengelolaan Kelas terhadap Prestasi Belajar Siswa di MI Al-Karomah

This research was carried out because the learning outcomes (raport scores) of students must be in accordance with the assessment principles in the Education Unit Level Curriculum (KTSP), which must be in accordance with the size limit with the specified Minimum Completeness Criteria (KKM), because it is the result of an assessment in determining completeness. learning of students, and to achieve the expected achievement, a research was conducted, whether there was an influence of a teacher's ability to manage the class on learning achievement. The research was conducted at MI Al Karomah in the district of West Bogor. The entire research population was used as a research sample called the saturated sample, with a total sample of 25 respondents. The research approach uses quantitative methods. The research instrument uses a questionnaire for classroom management and documentation for student achievement. The results of the questionnaire recapitulation were determined by the validity test of the Pearson product moment formula and the reliability test using Spearman Brown, from 20 valid items, 20 items were valid, because r count &gt; r table and all were reliable. To determine the correlation of variable x (class management) to variable y (learning achievement), using Pearson's product moment formula. From the calculation of Pearson's product moment formula, r count = 0.798 &gt; r table = 0.396, which means it is significant, that class management has an influence on student learning achievement. From the calculated r, it is determined that KD (determinant coefficient) = 0.64% means that the variable x (class management) contributes 64% to the variable y (student learning achievement) the rest is influenced by other factors. From the value of Df = 23 with a significance level of 5%, the value of r table is 0.413. then consulted into the hypothesis formula obtained 0.798 &gt; 0.413 or r arithmetic &gt; r table, meaning Ho is rejected and Ha is accepted.
Real Time Video Stitching Implementation on a ZYNQ FPGA SoC

This project details the design and implementation of an image processing pipeline that targets real time video-stitching for semi-panoramic video synthesis. The scope of the project includes the analysis of possible approaches, selection of processing algorithms and procedures, design of experimental hardware set-up (including the schematic capture design of a custom catadioptric panoramic imaging system) and firmware/software development of the vision processing system components. The goal of the project is to develop a frame-stitching IP module as well as an efficient video registration algorithm capable for synthesis of a semi-panoramic video-stream at 30 frames-per-second (fps) rate with minimal FPGA resource utilization. The developed components have been validated in hardware. Finally, a number of hybrid architectures that make use of the synergy between the CPU and FPGA section of the ZYNQ SoC have been investigated and prototyped as alternatives to a complete hardware solution. Keyword: Video stitching, Panoramic vision, FPGA, SoC, vision system, registration
Decision Support System Best Cage Selection for Chicken Raising

Chicken farming is considered not to require the application of an information system, however, the application of a decision-making system can increase the chances of getting bigger profits. In one time raising chickens requires large capital and the right time when planning sales. Therefore, the selection of decisions is an important factor in an ongoing business. Companies often experience losses which, although not too large, but also occur sustainably will affect the company's finances. It is hoped that the chicken rearing decision support system can also assist in managing the data that comes into the company. Decision support systems will be used in business to help meet company targets and reduce risk. Electre stands for Elimination and Choice Translating Reality which is a method of determining the ranking order through pairwise comparisons between alternatives and the appropriate criteria. Standardization and the use of complete data in decision making can increase the percentage of profit and satisfaction which increases partner integrity
TOURMALINE MINERALIZATION IN CARBONACEOUS SHALE OF THE BAIKAL DEPOSIT (SOUTH URAL)

The article discusses the geological structure of the Baikal deposit, located within the Kumak ore field and confined to the black shale of the Bredy Formation (C1bd). It has been established that the gold mineralization within the occurrence is confined mainly to the members of quartz-mica-tourmaline metasomatically altered carbonaceous shales. Gold is noted here in intergrowth with tourmaline. In terms of their chemical composition, tourmalines belong to dravite and foitite and are close to those of orogenic gold and gold-sulfide deposits. The close intergrowth of thin needle- like tourmaline and gold indicates the synchrony of their formation and allows the manifestation of Baikal deposit to be attributed to the quartz-tourmaline formation.