Reviewerly/exHarmony huggingface dataset:
From Classical Drama to “New Drama”: Plot Poetics in the Plays ‟Redemption” by I. N. Potapenko, “The Work of Life” by N. I. Timkovsky ‟The Question” by A. S. Suvorin and ‟The Cherry Orchard” by A. P. Chekhov

The Article is a part of a broad historical and literary problem of ‟Chekhov and his literary environment”. The paper under discussion is devoted to a comparative study of dramaturgical methods used by playwrights of the turn of the XIX‒XX centuries and the determination of the vector of the writers’ artistic search. The research subject is the system of structural and typological features such an element of dramaturgical methods as plot in the plays ‟The Cherry Orchard” by A. P. Chekhov, ‟Redemption” by I. N. Potapenko, “The Work of Life” by N. I. Timkovsky and ‟The Question” by A. S. Suvorin, the methods affiliation with a certain type of dramaturgical system (classical and ‟new drama”). The aim of the investigation is analysis of the features of the structure of the plot in selected plays, comparing them with the principles of classical drama and ‟new drama”, and comparing the findings among themselves. The main method used in the paper is the method of structural and typological comparison. The ideological and thematic unity of the plays, the interconnection of some motives, plot elements are revealed. It is proved that of all the plays considered, only the plot of Suvorin’s play ‟The Question” corresponds to the principles of classical drama, while elements of decentralization are already observed in it due to a certain independence of the secondary plot lines. The plot models of the plays ‟The Atonement” by Potapenko and ‟The Work of Life” by Timkovsky occupy an intermediate position between the classical and the ‟new drama”. In both plays, an ‟inner plot” appears. Unlike the aforementioned playwrights, Chekhov's plot model is fundamentally different from classical drama. The main principle of the organization of the plot of ‟The Cherry Orchard” is the decentralization of plot lines. The most important is the internal plot: a person in the flow of time. In addition, all the plays are united by an invariant plot reflecting the Russian reality of that time, connected with the fate of the noble estate mortgaged for debts.
The Mediating Effect of Cognitive Performance on the Relationship between the Beliefs about Language Learning and English Language Attitude

The study was conducted to determine the mediating effect of cognitive performance on the relationship between the beliefs about language learning and English language attitude among 400 college students at three universities in Davao del Norte, and two universities in Davao del Sur, all private, were selected where the research used a quantitative and descriptive correlation with three sets of research questionnaires answered by the respondents. The research revealed a mediating effect of cognitive performance on the relationship between the beliefs about language learning and English language attitude. Additionally, a relationship was revealed between the beliefs about language learning and cognitive performance and English language attitude. It implies that the students’ cognitive performance mediates their English language learning among college students. Furthermore, the study hopes to contribute to the knowledge that students’ cognitive performance mediates the overall learning of the English language. This research hopes to make new knowledge and identify the factors in attitudes towards learning the English language and could help educators in the teaching-learning process of the language more effectively in developing new interventions.
TEXT ANALYTICS OF OPINION-POLL ON ADOPTION OF DIGITAL COLLABORATIVE TOOLS FOR ACADEMIC PLANNING USING VADER-BASED LEXICON SENTIMENT ANALYSIS

The fast growing community of digital collaborative users across the globe continued to witness breaking of new frontiers in hitherto industries where deployment of traditional methods of computing had continued to hold sway. Notwithstanding the widespread deployment computing tools in educational institutions in Nigeria, the use of online collaborative tools is limited and seldom a commonplace in tertiary educational institutions for academic planning. This study therefore aims at extracting emotions from opinions expressed by stakeholders in the academic research industry regarding the utilitarian possibilities of collaborative tools for academic planning purposes through text mining. A VADER-based approach to Sentiment Analysis is modeled in the opinion mining study of the natural language processing use case. Assigning negative, positive, neutral and compound values to the uni-gram and bi-gram tokenized dictionary-of-known-words, experimental result shows a -0.10 mean sentiment negative score constituting a 17.27% clusters of respondents not favorably disposed to the idea while a 22.7% cluster of highly convinced respondents expressed positive sentiments about the use of collaborative tools with a mean sentiment score of 0.49. A 60.01% cluster of average respondents who expressed neutral sentiments actually tilts towards a positive emotion with a 0.39 mean score.
An empirical survey on Uterine cancer Tissue classification using Histopathological Images

Histopathological images (HIs) are the gold standard for determining cancer diagnoses in specific cases. Even for expert pathologists, analyzing such images takes time and resources, and it is difficult, resulting in inter-observer and intra-observer discrepancies. Using computer-aided diagnostic (CAD) technologies is one technique to speed up such an analysis. Machine learning methods for histopathology image analysis, including shallow and deep learning methods, are discussed in this work. We also go over preprocessing, segmentation and feature extraction, three of the most common tasks in histopathological image analysis. The classification job has increased interest, whereas other tasks such as segmentation and feature extraction have shown a fall in interest for tissue diagnosis. This empirical study depicts the pros and cons of the various preprocessing, segmentation, classification and feature extraction methods in the histopathological images for the effective implementation purposes.
Digital Libraries - Advancing Open Science

The book Digital Libraries - Advancing Open Science is intended to be of interest to academic librarians and common researchers, as the content covers both general areas in open science and specific applications of digital libraries. This book contains seven chapters:&#x0D; Chapter 1. Evaluating the Processes and Procedure of Digitization Workflow&#x0D; Chapter 2. The Interactive Applications (IAs) in Academic Libraries: Challenges and Opportunities&#x0D; Chapter 3. Multiple Facets of Open: A Different View on Open Science&#x0D; Chapter 4. Overview of the Principles and Practices of Open Access Publishing&#x0D; Chapter 5. Origins and Developments of the Open Access Books&#x0D; Chapter 6. FAIR and Open Research Metadata as Leverage for Digital Libraries: The Flemish&#x0D; Chapter 7. An Educational Project Based on a Digital Library of Filmed Courses
Face Recognition Based Attendance System

If attendance is managed manually, it can be quite taxing on the teachers.Smart and automated attendance management systems are being used to address this issue.This architecture makes it simple to address the issue of proxies and students being counted as present even though they are not. The system implemented makes use of the LBPH face recognizer to instantly recognise a person's face. Light has an impact on both Eigen and Fisher faces, and real-world lighting conditions cannot always be ideal. This issue can be solved by a change in the LBPH faces. This method decides who is present and who is not by comparing the images from the test and training sessions. A system-updated excel sheet that contains the attendance information is kept in the database. The faculty can get a copy of the attendance sheet through mail by clicking auto mail button in the GUI. The face recognizer detects faces using Haar Cascade Classifier, and recognizes the faces using Local BinaryPatterns Histograms (LBPH) algorithm.
Digitalization of Modern Society: The Bulgarian Case

Abstract— Digitalization is an integral part of society and there is no doubt that modern society is in the midst of digitalization. In all areas of social life there is a wide range of different practices that are subject to digital change. The Internet and social media platforms have changed the way we receive information and experience entertainment, communicate. The objectives of this paper are to show specific dimensions of the advent of digitization and the various technologies in the Bulgarian society. The empirical basis of this article is based on results obtained from an online survey conducted in March 2021 with people of different ages, occupations and education. The survey questionnaire included topics that directly relate to the digitalization of society, the use of various digital devices and the Internet, participation in online education and attitudes towards it Keywords—digitalization, modern society, digital competence, digital skills, Bulgaria.
COLLLABORATIVE STRATEGIC READING (CSR) IN THE EFFECTIVENESS OF TEACHING READING COMPREHENSION

This research aims to determine the effectiveness of using CSR technique in teaching reading comprehension at Class IXB MTs. Miftahul Jinan Glugu. This research method is quantitative descriptive with pre-experimental research design, this research in the form of one group pre-post-test. Based on the results of the pre-test it got an average score of 51.58, increasing in the post-test with an average score of 82.11. And then at table of the pair-sample t-test with the basis for making decisions, namely if sig. (2-tailed) &lt; 0.05 then H0 is rejected and Ha is accepted. The result of the value of sig. (2-tailed) in this research is 0.000 &lt;0.05, then H0 is rejected and Ha is accepted. The results of this research can be concluded that CSR technique is effective in teaching reading comprehension at class IXB MTs. Miftahul Jinan Glugu.
Analysis and Comparative Study of POS Tagging Techniques for National (Urdu) Language and other Regional Languages of Pakistan

Defining algorithms and techniques to enable computers to understand human language is the Natural Language Processing (NLP), which is an integral part of speech recognition. Parts of Speech (POS) is considered as one of the well understood problems of Natural Language Processing, in which natural language words and sentence are tagged or assigned grammatical classes, because tagging a single word by human hand is a time consuming and tedious job. To automate the tagging job is the way to automate the lexicons of the text of a language. Many of the languages are enriched with their POS tagging systems. Pakistani regional languages are less developed due to the many reasons and much of the work is needed in POS tagging system. Some of the regional languages have their POS tagging systems but still they need some more attention to refine their system. Some of the languages need to develop from the scratch. Balochi language has no any POS tagging system. This study presents the comparative analysis of POS tagging approaches for the national language (Urdu) and other regional languages of Pakistan. The approaches and their data sets used and their reported results are presented here
A Study on Nationwide Reading Development in Learning Cities Against the Background of Lifelong Education

The study explores the nationwide reading development in learning cities against the background of lifelong education, including the realistic background, analysis of the current situation, the value and significance of the research and analysis of countermeasures.The author proposes to strengthen the top-level design, establish a nationwide learning city reading promotion service system, build an urban learning space with reading as the core, create new forms of lifelong education, promote the sustainable development of learning cities and learn from each other with an international perspective.
Exploration on the Construction of School-based Curriculum About Tianfu Culture in Primary School

Taking “Tianfu culture” as the characteristic curriculum of primary education is an important path to learn and inherit &#x0D; Tianfu culture, and plays a positive role in the cultivation and all-round development of students’ interests. Scientific design &#x0D; and efficient promotion of characteristic courses can realize the scientific optimization of teaching structure and promote the &#x0D; improvement of teaching effect. The following will discuss the scientific curriculum construction and implementation strategies &#x0D; through in-depth research on the practical activities of characteristic curriculum construction, so as to promote the efficient &#x0D; development of characteristic curriculum and provide effective support for the common development of students and teachers. &#x0D; This paper focuses on the characteristic curriculum construction of Tianfu culture in primary school teaching.
MENELISIK PROBLEMATIKA KURSUS BAHASA ASING DI ERA PANDEMI COVID-19: PROGRAM PENGAYAAN KEPADA PEMILIK KURSUS BAHASA ASING INTENSIF

&lt;p&gt;&lt;em&gt;Technological developments and globalization require foreign language skills. This phenomenon causes the high urgency of linguistic competence. This existence has also sporadically triggered the emergence of various foreign language courses in Indonesia. However, this phenomenon seems to be shifting along with the outbreak of the Covid-19 virus. The pandemic era forced foreign language institutions to survive financially to cover operational costs as a result of significant changes before and after the pandemic. However, financial problems are not the only problems foreign language course institutions face—changes from conventional learning models oriented from face-to-face learning to online-based learning. Creating a language course institution changes the various dimensions in it. Research on various problems of foreign language courses in the pandemic era was conducted qualitatively through interviews and Focus Group Discussions (&lt;/em&gt;&lt;em&gt;FGD&lt;/em&gt;&lt;em&gt;) involving entrepreneurs of intensive foreign language courses in the Tangerang area and its surroundings. Through &lt;/em&gt;&lt;em&gt;FGD&lt;/em&gt;&lt;em&gt;, it was found that it was necessary to make massive and simultaneous adjustments by course institutions in this pandemic era. The adjustments referred to include changes in teaching methods and techniques and adjustments in terms of promotion. The findings in &lt;/em&gt;&lt;em&gt;the&lt;/em&gt;&lt;em&gt; &lt;/em&gt;&lt;em&gt;FGD&lt;/em&gt;&lt;em&gt; will be further developed through an enrichment program involving various parties, including students, teachers, and business owners, for intensive foreign language courses. Community Service Activities (PKM) are expected to have implications for competitiveness data and the ability of foreign language course institutions to survive during the pandemic but still maintain quality.&lt;/em&gt;&lt;/p&gt;
Forecasting Oil Sales Volume with Data Visualization in Sinar Servindo Sakti Company for 1 Year with Knowledge Discovery of Database (KDD) Method

This research is conducted as quantitative research discusses the concept of industry 4.0 by promoting the era of digital technology.This Research is centered on the development of Forecasting in Sinar Servindo company, an oil retail company that purchases orders from their partner companies.The main result is that the company's sales volume predicted to increase quite rapidly and provide excellent profits for the company in the next 1 year with Rapid Miner and Power BI.
Changing Societal Culture and the Conundrum of Cybercrime in Nigeria

The integration of nations through the instrumentality of Information Communication and Technology (ICT) comes with the issue of cybercrime which has become a 21st century crime that cut across national boundaries. The problematics of cybercrime has become an issue that has put Nigeria on a negative limelight among the comity of nations. Despite government effort at combating the menace, it has become a reoccurring phenomenon. Disconcertingly, the laws enacted and institutions setup has not yielded much results. This study draws on both primary and secondary sources of data. It examines the issue of cybercrime and the activities of cyber impostors by problematizing the relationship between the structure and function of societal institutions. Analysis of responses from in-depth interview reveals that positive values is gradually eroding the Nigerian state. The study therefore indicts poverty, unemployment, greed and desperation, lack and weak family values as well as weak institutions as triggers of cybercrimes in Nigeria. It recommends that all state institutions must work in synergy to curb the threat, the academic curriculum has to be reviewed to accommodate current realities, families need to become active and alive to their responsibility as the first agent of education and discipline. Channels that can guarantee anonymous reportage of cyber ruffians should be created so that well-meaning citizens could whistle blow suspected cases for onward investigation.
The Dichotomous Review of Scientific and Educational Literature in the “Culture” Category

The article is devoted to the end of the dichotomous study of the interdisciplinary categories "culture" and "physical culture".At the same time, taking into account the opinions of researchers, all aspects of the multidimensional essence of the two analyzed general scientific concepts were recorded.The dichotomous review of scientific and educational literature was mainly based on an artificial, formalized language.With the help of mathematical symbolism, it was successfully applied to the analysis of complex objects, which include the categories "culture" and "physical culture".Based on them, with the help of cumulative formal logics and a dialectical analogue, a number of parametric formulas were obtained, reflecting the points of view of all currently known researchers at the dichotomous level.This approach made it possible to synthesize, consolidate and unite their opinions in the form of a symbolic logical construct.Its use made it possible to give verbal definitions to the interdisciplinary categories "culture" and "physical culture".
Deep Learning Model for Sentiment Analysis on Short Informal Texts

This paper proposes a classification model to classify short informal texts. Those short informal texts were texts that were noisy, typos, irregular, and could consist of a very small number of words or even only a single word. The proposed model was trained using a dataset collected from student comments from an application called Evaluasi Dosen Oleh Mahasiswa (EDOM). This application assesses the lecturers using questionnaires filled out by students. It also records the student's comments but is not part of the evaluation calculation, therefore this work makes the data possible to be part of the assessment through sentiment analysis. This work focuses on building suitable preprocessing algorithm and building a simple deep learning network. The preprocessing algorithm was based on multiple word n-gram and Term Frequency-Inverse Document Frequency (TF-IDF) vectorization, and the network was built with a relatively shallow network. To evaluate the model in real usage, an application was built. The results were very convincing, reaching 0.979 in accuracy and 0.63 in F1-Score. Nonetheless, the imbalanced dataset was the only factor that needed to be investigated further for better overall performance.
Artificial Intelligence System Framework in Improving The Competence of Indonesian Human Resources

In this rapidly evolving period, notably the digital era, technology is critical. The globe is presently living in the technological era, sometimes known as the "Industrial Revolution 4.0." This state is characterized by the widespread use of digital machines and the internet, which has resulted in quick and substantial changes in many aspects of human existence, making it simpler for humans to perform numerous tasks. The digital transformation age is part of a more robust technology, which is a shift in how digital technology is applied to many elements of life in society. Artificial intelligence is a field of study that looks at ways to make computers behave like humans. In order to advance science, technology, and art in Indonesia, an artificial intelligence system framework is required. The goal of this research is to explain the Case-Based Reasoning (CBR) paradigm in the context of artificial intelligence development. This framework is intended to serve as a model for implementing intelligence systems in Indonesia.
ANALISIS KUALITAS FAKTA DAN KUALITAS PERSEPSI GURU DALAM MENINGKATKAN MUTU PENDIDIKAN BERBASIS SIM DI SDN 067240 TEMBUNG TP 2020/2021

In actual quality, manufacturers show that quality has a system, which can be called a quality assurance system, that allows the production wheel to consistently produce products according to certain standards or specifications. Thus a product is said to be of high quality as long as the product is consistent with the demands of the maker. Meanwhile, in terms of perceived quality, quality is defined as something that satisfies or exceeds customer desires. In this case, it is the customer who determines or evaluates a quality product or service. This study aims to obtain information about Teacher's Perception of Academic Quality Improvement Based on Management Information Systems at SD Negeri 067240 Tembung in terms of aspects: quality and management information systems. This type of research is descriptive research. The population of this study were all 11 teachers at SD Negeri 067240 Tembung. The research method is descriptive qualitative. Data was collected by observation and interviews with teachers and staff at the school. The results showed that: 1. Teachers' perceptions of improving the quality of education at SD Negeri 067240 Tembung were considered weak. The number of those who complain that they are not capable and lack of expertise makes the quality of education in these schools decline. 2. Teachers' perceptions of using Management Information Systems in schools are also considered weak. Some senior teachers who only rely on school operators make the information system not run as smoothly as it should
PEMBUATAN MEDIA PEMBELAJARAN HURUF HIJAIYAH PADA PLATFORM ANDROID MENGGUNAKAN METODE ADDIE

&lt;strong&gt;Abstract&lt;/strong&gt;&lt;em&gt; : Hijaiyah letters are letters used to read AL-Quran, so learning hijaiyah letters is a first step to reading the holy AL-Quran. While the Android system is an operating system that is in great demand by the world community, so it can be used as a tool to support learning how to read and write hijaiyah letters correctly and well. To increase interest in learning to read and write hijaiyah letters, the author developed a media application for learning to write 28 hijaiyah letters and how to read them on the android platform using the ADDIE method, where the addie method itself is very suitable for developing various products in learning activities such as models, learning strategies, learning methods, media and teaching materials.&lt;/em&gt;&lt;div&gt;&lt;em&gt;&lt;br /&gt;&lt;/em&gt;&lt;/div&gt;&lt;div&gt;&lt;p&gt;&lt;strong&gt;Keywords&lt;/strong&gt;&lt;strong&gt;: &lt;/strong&gt;&lt;em&gt;Android, Hijaiyah, ADDIE,Read,Write.&lt;/em&gt;&lt;/p&gt;&lt;/div&gt;