Reviewerly/exHarmony huggingface dataset:
Talking to the Holy Spirit and Growling with the Bears

In this article I explore the construction of singing child characters in Isaac Watts’ Divine and Moral Songs for Children (1715) and Christopher Smart’s Hymns for the Amusement of Children (1771). The first part focusses on the nature of the lyrical persona within the lexical fields »voice and vocal sound« and »religion« and also looks at the possible addressees. The second part examines stylistic, phonetic, and formal elements, and explores their role in constructing the ›singing I.‹ To show the potential of Watts’ »Against Quarrelling and Fighting« to function as an invitation to playfully adopt behaviour opposed to Christian norms, the article examines a performance of Let Dogs Delight to Bark and Bite, a chorale by Matthew J. Zimnoch, whose text is taken from Watts’ hymn. Combining approaches from research on children’s poetry with ones from the interface of children’s literature and hymnody, the article also integrates a digitally supported close reading. The hymn texts were inputted into f4analyse, a software used in text linguistics and the social sciences, which allows for the assignment of categories, such as positive self-connotation of the ›singing I‹ or rhyme patterns. In conclusion, the article evaluates the potential of such a digitally supported research methodology for future research at the intersection of children’s literature and digital humanities.
Analyzing the Competition of HIV-1 Phenotypes with Quantum Game Theory

HIV-1 (Human Immunodeficiency Virus) is a virus that causes AIDS (Acquired Immunodeficiency Syndrome), which damages the immune system by reducing people's resistance to infections and diseases. Antiretroviral treatment methods are based on drug designs developed using inhibitors that suppress the dynamics that enable the maturation of the virus. However, studies are needed to improve treatment methods against infection because HIV-1 is frequently mutated and mutant viruses develop resistance to the treatment used. Therefore, it is important to model the evolutionary development of the virus. For this purpose, the developmental process and spread of HIV-1 are modeled as a game with the players of phenotypes in this study. The related searches known to be made so far have been carried out based on the rules of classical physics. However, games of survival are being played on the molecular level, where the rules of quantum mechanics work. Since the HIV-1 game is being played on the molecular level, the behaviors of the virus phenotypes are examined from the perspective of quantum computation.
Comparative Analysis of The Growth of School Students Using Autoregressive Integrated Moving Average Methods Analisis

This study aims to analyze and predict the number of Elementary School Students using Autoregressive Integrated Moving Average (ARIMA) method using data from the last 17 years, case studies in three provinces namely Bali, West Nusa Tenggara (NTB), and East Nusa Tenggara (NTT). This type of research is quantitative by comparing the final value on the first graph to the fourth graph to analyze on the graph what the predictive value is most accurate. Based on the results of the simulation of the number of elementary school students in Bali, NTB, and NTT provinces using the G-MFS application program and mathematical model calculations that the predicted results in 2021 on the data of the number of elementary school students in Bali province amounted to 417,805.40 with a percentage decrease of 0.1%, then the predicted result in the data of the number of elementary school students in NTB province of 512,381.76 with a percentage increase of 1.0%. The predicted result on the data of the number of elementary school students in NTT province amounted to 705,335.11 with an increase of 1.0%. The results of the forecasting of the number of elementary school students are expected to provide important information for the government to improve development in the education sector, especially at the elementary school education level in one way that is to improve the quality of educational infrastructure and many more developments that need to be done by the number of students in the future.
Common Ground, Frames and Slots for Comprehension in Dialogue Systems

This paper presents a dialogue system for training doctors to break bad news. The originality of this work lies in its knowledge representation. All information known before the dialogue (the universe of discourse, the context, the scenario of the dialogue) as well as the knowledge transferred from the doctor to the patient during the conversation is represented in a shared knowledge structure called common ground, that constitute the core of the system. The Natural Language Understanding and the Natural Language Generation modules of the system take advantage on this structure and we present in this paper different original techniques making it possible to implement them efficiently.
An attention-driven hierarchical multi-scale representation for visual recognition.

Convolutional Neural Networks (CNNs) have revolutionized the understanding of visual content. This is mainly due to their ability to break down an image into smaller pieces, extract multi-scale localized features and compose them to construct highly expressive representations for decision making. However, the convolution operation is unable to capture long-range dependencies such as arbitrary relations between pixels since it operates on a fixed-size window. Therefore, it may not be suitable for discriminating subtle changes (e.g. fine-grained visual recognition). To this end, our proposed method captures the high-level long-range dependencies by exploring Graph Convolutional Networks (GCNs), which aggregate information by establishing relationships among multi-scale hierarchical regions. These regions consist of smaller (closer look) to larger (far look), and the dependency between regions is modeled by an innovative attention-driven message propagation, guided by the graph structure to emphasize the neighborhoods of a given region. Our approach is simple yet extremely effective in solving both the fine-grained and generic visual classification problems. It outperforms the state-of-the-arts with a significant margin on three and is very competitive on other two datasets.
STUDY OF THE EFFICIENCY OF CLASSIFICATION METHODS IN FORECASTING IN MACHINE LEARNING TASKS

The article considers the use of classification methods to solve the problem of predicting the aerodynamic properties of materials. The methodology of classification by methods of machine learning is offered and investigated. The following logistic regression (LR), K-nearest neighbors (KNN) method, decision trees (DT) and random forest (RF) were used as classification methods. The methodology consists of the following stages: data collection, exploratory data analysis, modeling, evaluation of model efficiency, and improving model efficiency. To implement the forecasting procedure, preliminary data processing was performed, which consists of stages: Data collection and Intelligence data analysis. The next stage – Modeling, consists of two parts: Preparation and Selection of the model. The accuracy of forecasts is calculated. The analysis examined the prediction results in terms of accuracy, such as response, F-measure, Kappa, performance value (ROC) and error rate measured by the mean absolute error (MAE) and the root mean square error (RMSE). The analysis of forecasting accuracy is carried out.
Development of software for the pi-controllers optimal tining

The use of software by automation engineers to adjust regulators is an important task. The aim of the study is to develop software for the tasks of optimal adjustment of PI controllers. In the article, based on the analysis of the functionality of modern software products for tuning automatic control systems, the main requirements for the development of software for tuning of automatic controllers have been stated. The interface of the developed PI-Tuner software product for determination of optimum values of coefficients of proportional and integral terms of the PI-controllers has been presented. The description of functionality of the software product has been shown. Among functional features of the software are: the analysis of control process for plants of the first, second and third orders with and without delay; building of plots, which describe of the control; calculation of qualitative indicators of control in the time domain; determination of the optimal coefficients of the PI-controller on the basis of the metaheuristic method of optimization with taking into account several control indicators (overshoot, settling time, etc.). The main directions of further development of the software product have been indicated. Among them are: expansion of its functionality in terms of calculations of a wide class of plants, improvement of the interface, possibility of application of known in engineering practice methods of controllers tuning, etc. Key words: software, automatic control, PI-controller, tuning
Brahma Wangsa Tatwa Text Structure in Critical Discourse Analysis Perspective

As a text that holds Hindu religious values, the text Br hma Wang a Tatwa is unique.This text is written by utilizing linguistic elements which confer the practice of power over public awareness.The focus of this research is on the text structure used to raise the Br hma Wang a Tatwa text.This research was conducted by applying the principles of van Dijk's critical discourse analysis and qualitative descriptive methods and literature studies.The results of the study exposed that the macrostructure of the text bears the theme kawang an.In the superstructure analysis, the text is constructed inter-textually by linking various other texts with topics, such as the birth of the wang a Br hma a and K atria as the opening part; interwangsa marriage, etiquette for priests and inter-wangsa ethics as the content part; and colophon concerning the identity of the text and the author as the closing part.The study of microstructure reveals that the text semantically holds the meaning of respect for the Br hma a and K atria.The study of syntactic revealed that the use of various conjunctions plays a primary role in the inter-textual course.In terms of sentence pattern, it is identified that interrogative sentences are used to emphasize the status of each wang a.The stylistic study of the text reveals that there is the use of a particular lexicon to highlight the status of each wang a.The rhetorical study of the text exposes that there is the usage of figurative language which is also used to emphasize the status of wang a Br hma a.Based on the structure description, Br hma Wang a Tatwa text contains the ideology of Br hma a wang a uttama, which highlights the peculiarity of responsibility in behavior.
INFLUENCE OF TEACHERS’ TEACHING EXPERIENCE ON TEACHING OF LITERACY SKILLS AMONG GRADE ONE PUPILS IN MOMBASA, KENYA

&lt;p&gt;Early childhood years are crucial in children’s literacy development since the development of language and literacy begins at birth and is a lifelong process. For early childhood education to be a success, teacher experience is imperative for teaching literacy. The teachers’ experience informs the necessary literacy skills for the child which include writing, reading, speaking, listening and drawing. Policies governing basic education in Kenya do emphasize the importance of skilled, experienced teachers in the classroom, including early childhood settings. However, such requirements have not been adhered to and therefore numerous early childhood teachers lack experience in children literacy issues. This study sought to determine how teacher’s experience influences the teaching of literacy skills in primary school in Mbaraki Zone, Mombasa County, Kenya. Descriptive survey design was adopted in the study. The target population for the study comprised of 20 head teachers, 800 Grade one pupils and 40 Grade one teachers of all the twenty primary schools in Mbaraki Zone, Mombasa County, Kenya. Purposive sampling approach was used to obtain the sample for the primary school head teachers and Grade one teachers because they are relatively small. Three learners were sampled randomly from each class that had a participating teacher. The study findings revealed that majority of teachers had more than five years of experience teaching literacy skills. The inferential analysis revealed that the teaching experience had a statistically significant influence on reading (p 0.014), speaking (p 0.021), listening skills (p 0.038) as well as basic skills (p 0.019). The study calls on the ministry of education and the schools to ensure that teachers assigned to grade one should have extensive experience teaching literacy skills to promote teaching of literacy skills in the classes.&lt;/p&gt;&lt;p&gt; &lt;/p&gt;&lt;p&gt;&lt;strong&gt; Article visualizations:&lt;/strong&gt;&lt;/p&gt;&lt;p&gt;&lt;img src="/-counters-/edu_01/0975/a.php" alt="Hit counter" /&gt;&lt;/p&gt;
Research on the Practice of Innovation and Entrepreneurship of Students Majoring in Automation and Control in Higher Vocational Colleges

Investigate the main links of higher vocational automation and control majors, such as training objectives, curriculum settings, and practical arrangements, in-depth analysis of the status quo of professional students' engineering practice ability, and point out the key issues. The article puts forward the idea of establishing a practical ability training platform with innovation and entrepreneurship as the main driving force. At the same time, the author combines the society’s demand for "innovative and entrepreneurial talents" and the entrepreneurial characteristics of higher vocational automation and control, based on the Java web cloud application design scheme, design a set of higher vocational students’ innovation and entrepreneurship system, which can better support higher vocational students’ innovation "Entrepreneurship" scientific research and training project management, more scientifically guide the smooth development of "innovation and entrepreneurship education" in higher vocational schools.
A predictive mechanism to measure the academic achievement of high school students in general emergency circumstances – Coronavirus "COVID-19" as a model –: آلية تنبؤية لقياس التحصيل الدراسي لطلاب الثانوية العامة في الظروف الطارئة العامة – جائحة كورونا "COVID-19" نموذجاً –

The study aimed to propose a prediction-based mechanism for measuring the academic achievement of high school students in general emergency conditions, "the Corona pandemic as a model". In order to achieve the objective of the study, the researcher adopted the predictive approach, and the researcher relied on withdrawing data from the Noor system and then processing it statistically. The study sample consisted of the results of (164) students. The results of the study showed a statistically significant correlation between the students’ grades in the course (Math 6) with the mean (m) of the students’ scores in the (Math 1 - Math 5) courses, the statistical significance of predicting the (Math 6) course using the average (m) of the students’ scores in the (Math 5) courses. Within the limits of the study sample used, it is significant compared to the students’ grades with the knowledge of all courses (Math 1 - Math 5) in the multiple regression model, that it is possible to predict the academic achievement of students with a course (Math 6) which is predicted by knowing the average (m) of the scores observed in the Noor system for students In their previous courses (Math 1 - Math 5). In light of the results, the study recommended giving educational decision-makers a proposed scientific solution to measure students’ academic achievement in general emergency conditions “the Corona pandemic as a model” or even for an individual student. The study ended with proposals, the most important of which is conducting similar studies in predicting the measurement of academic achievement in other courses, other educational departments, and a larger sample size.
Drawing System with Dobot Magician Manipulator Based on Image Processing

In this paper, the robot arm Dobot Magician and the Raspberry Pi development platform were used to integrate image processing and robot-arm drawing. For this system, the Python language built into Raspberry Pi was used as the working platform, and the real-time image stream collected by the camera was used to determine the contour pixel coordinates of image objects. We then performed gray-scale processing, image binarization, and edge detection. This paper proposes an edge-point sequential arrangement method, which arranges the edge pixel coordinates of each object in an orderly manner and places them in a set. Orderly arrangement means that the pixels in the set are arranged counterclockwise to the closed curve of the object shape. This arrangement simplifies the complexity of subsequent image processing and calculation of the drawing path. The number of closed curves represents the number of strokes in the drawing of the manipulator. In order to reduce the complexity of the drawing of the manipulator, a fewer number of closed curves will be necessary. To achieve this goal, we not only propose the 8-NN (abbreviation for eight-nearest-neighbor) search, but also use to the 16-NN search and the 24-NN search methods. Drawing path points are then converted into drawing coordinates for the Dobot Magician through the Raspberry Pi platform. The structural design of the Dobot reduces the complexity of the experiment, and its attitude and positioning control can be accurately carried out through the built-in API function or the underlying communication protocol, which is more suitable for drawing applications than other fixed-point manipulators. Experimental results show that the 24-NN search method can effectively reduce the number of closed curves and the number of strokes drawn by the manipulator.
The Effect of Online Grammatical Error Check on the Improvement of L2 Writing

One of the most challenging language skills is the mastery of the target language's academic writing. To perfect academic writings, many English learners have sought help from different online error checkers websites. Yet, little is known about their benefits on improving grammatical errors, in particular and academic writing, in general. This quantitative study was designed to investigate preparatory Saudi English learners' standpoints about their reasons and attitudes towards the use of the different online websites such as Google Translate, Grammarly, Grammar Check, and others to improve English academic writings, in general and the most frequent errors, in particular. The data was collected through an online survey (N=115) composed of 23 items. Results show that students' main aim of using those programs is to get high marks and improve their writing style. It is also found that many students have benefited from online error checkers websites and the most frequent writing errors have been minimized. It is aimed that the finding may equip students with some learning strategies to enhance the quality of their writing efficiency through the use of online error checkers programs. Additionally, the result may set grounds for pedagogues to harness innovative teaching techniques that effectively utilize online error checkers to maximize students' language writing performance.
The English Language Needs for Information Technology: A Comparison Case of Professionals and Students

English has established itself as a global lingua franca. The global growth in the usage of English has resulted in many reforms within educational institutions. The study aims to ascertain and examine English needs for information technology purposes among professionals and learners on a wide scale. A quantitative descriptive approach with a survey research design was employed in the study, and it applied to the Cross-Sectional survey design. Mailed questionnaires were collected from 243 students’ and 23 professionals. According to the questionnaires, the result found that professional purposes for learning English are to complete written-project reports or papers, while students must communicate with the global community. The English learning outcome implied different aims. The professionals want to complete language instructions for information technology processing, but students expect information access to the products. Professional speaking abilities are concerned with asking clarifications in the group or personal meetings, yet students concern more in taking and receiving the phone calls. In the same manner as writing, professionals and students have the same expectation that is to produce formal reports in academic or professional situations. Both participants perceive the responses by reading ability concerned to the summarizing detail information. This study affirmed an interrelation between the English standing in professional IT and students’ IT positions in communication experiences in their present circumstances.
MANAJEMEN PERANCANGAN ELEKTRONIC FILLING SYSTEM (E-FILLING) UNTUK PENDATAAN KEPENDUDUKAN MENGGUNAKAN METODE ALFRED

Kelurahan is one of the government agencies which is the spearhead in administrative services to the wider community, the Kaliwungu subdistrict is an administrative part of the Kaliwungu sub-district, Semarang Regency which is located at Jl. Raya Ampel –Simo KM 8, in the service and processing of population administration data in the Kaliwungu village, they still use the conventional method, namely the data is still stored separately in books, this of course has weaknesses such as when looking for data records, difficulties in making reports population that cannot be obtained immediately and the process of data collection and storage of population archive data that is still stored and recorded manually.&#x0D; This research was conducted using the Research &amp; Development Method through the system design stages which were validated by experts and product prototypes that were field tested by involving users. Making a prototype of an electronic filing system (e-filing) system application using the ALFRED method approach to analyze the system, the software used using Microsoft Visual Basic 6.0 as a design medium and as a programming language, and a SQL Server database as a storage medium. The final result of this research is a product prototype of a filing system using an electronic filing system (e-filing) which has been declared to be functioning properly so that it can produce useful information for the archiving process up to the stage of making reports, which can be done quickly and accurately in accordance with established procedures. already exist, making it easier to re-access archives and provide public services with accurate and integrated information