Reviewerly/exHarmony huggingface dataset:
Library Information System Design in SMP Negeri 1 Muaragebong Bekasi

Data management in the library of SMP Negeri 1 Muaragembong Bekasi is still done manually. This results in data loss, as well as errors in data collection. So it is necessary to design a computerized library system to make it easier to manage library data. The data collection technique used by the author is field observation and conducting interviews with librarian regarding current procedures, as well as existing problems at SMP Negeri 1 Muaragembong Bekasi. This library information system is made using UML modeling, with MySQL database, as well as the PHP programming language, and Codeigniter as its framework. This information system can be used to manage member data, book data, and manage book borrowing data, book return data and can be used to print reports
Information System Design Hotel Reservation Booking at Wisma XYZ

Wisma XYZ is engaged in the public service business providing lodging, meeting rooms, sports facilities and other major events (seminars, graduations, exhibitions, weddings etc.) The stages of research carried out are collecting data through literature studies, interviews, and observations, as well as analyzing software requirements, building databases with MySQL, designing interfaces using CSS, javascript, HTML, and PHP, testing programs as the final stage in making web-based application. Based on the results of the user acceptance test, this Reservation Order information system is able to facilitate interested parties (in this case students, lecturers, academics and study program staff) to obtain the required information, become a solution in efforts to improve academic services and simplify the management process because it is easy accessed through web media
Differential Object Marking and Other Object Licensing Strategies

The theoretical status of differential object marking (DOM) has given rise to numerous debates. In this paper we examine data from a set of languages with DOM (Uzbek, Hindi-Urdu, Estonian, Finnish), showing that previous theories addressing the problem of object licensing in DOM languages are insufficient to account for the data. The complex morpho-syntactic behavior of direct objects in these languages provides further support to an account according to which is DOM does not simply signal the difference between syntactically licensed objects, which are marked, and unlicensed ones, which are unmarked. Rather, DOM signals an additional licensing operation beyond that of structural licensing in terms of (uninterpretable) Case ((following Irimia 2020, 2021, 2022).
A Modified Boosted Ensemble Classifier on Location Based Social Networking

One of the research issues that researchers are interested in is unbalanced dataclassification techniques. Boosting approaches like Wang's Boosting and ModifiedBoosted SVM (MBSVM) have been demonstrated to be more effective for unbalanceddata. Our proposal The Modified Boosted Random Forest (MBRF) classifier is aRandom Forest classifier that uses the Boosting approach. The main motivation of thestudy is to analyze sentiment of geotagged tweets understanding the state of mind ofpeople at FIFA and Olympics datasets. Tree based model Random Forest algorithmusing boosting approach classifies the tweets to build a recommendation system withan idea of providing commercial suggestions to participants, recommending localplaces to visit or perform activities. MBRF employs various strategies: i) a distancebasedweight-update method based on K-Medoids ii) a sign-based classifier eliminationtechnique. We have equally partitioned the datasets as 70% of data allocated fortraining and the remaining 30% data as test data. Our imbalanced data ratio measured3.1666 and 4.6 for FIFA and Olympics datasets. We looked at accuracy, precision,recall and ROC curves for each event. The average AUC achieved by MBRF on FIFAdataset is 0.96 and Olympics is 0.97. A comparison of MBRF and Decision tree modelusing 'Entropy' proved MBRF better.
From Being Literate about Health to Becoming Capable of Achieving Health: Health literacy capabilities of Zimbabwean school youth

Food security is an enduring sustainability challenge in the Southern African region. Food availability, accessibility and affordability have profound health impacts and affect the quality of life of a substantial proportion of the world’s population. This article aims to explore, together with students in educational settings, questions about the relationships between food and health, including the contextual conditions of food availability, accessibility and affordability. This provides opportunities to re-embody food by contextualising it as part of natural and built environments, thus engaging with how challenges of human health intersect with animal and environmental health. The research centres on co-creating knowledge with youth based on their valued beings and doings about health and considers how their health goals relate to food and the sustainability challenges of antimicrobial resistance (AMR). By considering how youths’ understandings, evaluations and decisions regarding health, including setting health goals, intersect with the determinants of food, we come to consider their health literacy capabilities to achieve nonpredetermined health goals that align with their valued beings and doings. As such, the implementation gap between knowing and doing is bridged through practices of health and well-being contextually grounded in the lives and experiences of the student youth.&#x0D; Keywords: health literacy, health education, capabilities approach, antimicrobial resistance, knowledge co-creation
CONTRACTOR SALES ACCOUNTING SYSTEM AT CV. XYZ IN CIKARANG

This final project entitle “Accounting System Sales Contractor Services on CV Arjuna Karya Mandiri in Cikarang. The purpose of this study was to determine the Accounting System Sales Contractor Services at CV. Arjuna Karya Mandiri, to find out the Accounting recording system, Knowing the relate parts in the sale of service, Knowing the Internal control system in the Contractor Sales Accounting System at CV. Arjuna Karya Mandiri.&#x0D; This study uses a descriptive method based on qualitative data wichh is used to explain the accounting System for Contractor Service Sales. The technique of collecting data in this research is by means library research and field studies.&#x0D; Based on the discussion, it can be concluded that the Service Sales Accounting System in CV. Arjuna Karya Mandiri has relate sections, namely General &amp; Administration Division, Palnning Technicak Devision and Finansial Controller. The document used are Billing Laters, Receipts Service and journal entries generally using the MYOB application. Internal control is still not good because it has not separated the accounting function and the cash function.
ERI life - cloud system for monitoring health &amp; aging

Aging is one of the first, important and unavoidable experiences in human life. There are various theories describing the cause of aging. Most of them are purely biological. It seems that the fundamental, real cause of aging as a phenomenon is more likely to be thermodynamic. The aging process is continuous, consecutive change of the state of the biological system caused by the general tendency of entropy to increase. All biological, morphological, and structural changes occur as a consequence of the entropy rise. The same cause forces an object, bacteria, and a human to age. It is the fundamental natural (Thermodynamic) laws that makes us and surrounding objects, and in general, the whole Universe to change the system’s state and to get older.1 Entropy is thus the parameter that is related to all others and describes aging in the best manner. In the beginning, entropy change appears as a consequence of accumulation of matter (growth). Later, decomposition and configurational changes dominate, as a consequence of various chemical reactions (free radical, decomposition, fragmentation, accumulation of lipofuscin-like substance.2 Entropy is one of the most important concepts in physics and in information theory. Informally, entropy is a measure of the amount of disorder in a physical, or a biological system.
Designing A Web-Based Fish Auction Information System at TPI Tanjung Pasir Village

Internet technology is changing the way you live and how you shop in the present era. TPI (Fish Auction Place) is a market that is the center of buying and selling and auction fish. The obstacles faced by TPI include errors in the receipt / bidding of fish prices at auctions. Therefore, an auction information system is needed that is able to overcome auction transactions at TPI. This fish auction information system is built web-based with the CodeIgniter framework and MySQL database. The system development method uses a waterfall model and is tested with the blackbox testing method where the results show the running of all functional systems.
Implementation of K-Means Algorithm with Clustering Method to Data Management of Covid-19 Case in West Bandung Using Orange Application

Covid-19 cases in Indonesia have not disappeared to the until now. Coronavirus has spread to almost all provinces in Indonesia, one of the province is West Java. There are 27 regencies/cities in West Java that have become the spread of the Covid-19 case, one of which is West Bandung Regency. To make it easier for the regional government of West Bandung Regency to take action in an effort to prevent the spread of Covid-19, research is needed to determine the level of distribution of Covid-19 cases which are divided into 3 clusters, namely high, medium and low clusters. Researchers analyzed using the data mining method with the K-Means Clustering algorithm through the Orange Application. Data processing is started from determining amount of the data to be clustered into 3 high, medium and low, then determining the initial centroid cluster center point (iteration 1) that has been determined randomly, then calculating the distance of each data to the center of the cluster between objects to closest centroid. The distribution of cluster 1, cluster 2, and cluster 3 as many as 16 data in the K-Means Clustering process using the Orange Application. The research results show that there are 8 sub-districts for high clusters, 2 sub-districts for medium clusters and 6 sub-districts for low clusters in West Bandung Regency.
AN AUTOMATIC CYBERBULLYING DETECTION MODEL IN TWITTER SOCIAL MEDIA- BUSINESS APPLICATION BASED ON BIDIRECTIONAL COOT OPTIMIZED GATED RECURRENT UNIT

Cyberbullying (CB) is an electronic type of bullying in which a group or a person engages in purposeful and aggressive behaviour towards another group or individual on social media platforms. It contains hate messages that are spread by social media, emails, and other means on personal or public computers, as well as personal mobile phones. The hypothesized differences between CB and traditional bullying show that CB findings from traditional bullying are insufficient. With its rising frequency, CB has had a psychological and physical impact on victims. To limit the risk in smart cities, it is critical to recognize the CB context and its applications. However, from the perspective of the cyber world, the application using CB has challenges such as a lack of awareness of aggressors and their identities, a lack of direct communication, and linking repercussions to others. Hence, this work gives a new cyberbullying detection model to automatically classify the tweets using optimized deep learning
TEXTUAL INSIGHTS INTO SUPPLY CHAIN FINANCE: A SYSTEMATIC REVIEW

Supply Chain Finance (SCF) is evolving rapidly, driven by innovative technological solutions that enhance transparency and flexibility while seamlessly integrating capital and logistics flows within the financial service sector. This paper aims to advance SCF research by applying the TF-IDF technique and exploring various SCF dimensions in relation to SCF solution implementation.Drawing from a comprehensive review of over 250 academic databases, this study showcases the importance of Frequency-Inverse Document Frequency (TF-IDF) in information retrieval through text mining. Emphasizing the SCF mechanism and technological innovation as pivotal factors, we analyse keyword frequencies and assess term relevance within this document collection, focusing on the financial liquidity and feasibility of SCF.Our findings provide valuable insights into capital gain, sustainability, and feasible replenishments within SCF. In conclusion, this paper identifies potential research avenues based on the current framework and data analysis, offering a roadmap for future exploration in this dynamic field
Office Documents Classification under Limited Sample

Deep convolutional neural networks (CNNs) became an industry standard in imageprocessing. However, in order to keep their high efficiency, a large annotated sampleis required in the case of supervised learning. In this paper we apply the techniquesspecific for relatively small sample to a court files dataset. Specifically, we proposetransfer learning and semisupervised learning to classify scanned page as having a tableor not. We use four CNNs architectures established in the literature and find thattransfer learning improves the classification performance, compared to the fullysupervised learning. This result is especially evident in the scenarios where only a partof convolutioanl layers are transferred. The gains from semisupervised learning areambiguous, as the results vary over CNNs architectures. Overall, our results show thatoffice documents classification can achieve high accuracy when transferring initialconvolutional layers is applied.
Understanding Document Thematic Structure

The increasing usage of the Internet and other digital platforms has brought in the eraof big data with the attending increase in the quantity of unstructured data that isavailable for processing and storage. However, the full benefits of analyzing this largequantity of unstructured data will not be realized without proper techniques andalgorithms. Topic modeling algorithms have seen a major success in this area. Differenttopic modeling algorithms exist and each one either employs probabilistic or linearalgebra approaches. Recent reviews on topic modeling algorithms dwell majorly onprobabilistic methods without giving proper treatment to the linear-algebra-basedalgorithms. This review explores linear-algebra-based topic models as well asprobability-based topic models. An overview of how models generated by each of thesealgorithms represent document thematic structure is also presented
PSYCHOLOGICAL AND PEDAGOGICAL FOUNDATIONS OF THE FORMATION OF THE TEACHER'S PROFESSIONAL COMPETENCE

The article reveals the forms, methods, psychological and pedagogical factors of the formation of professional competencies in future teachers in the educational space. This article describes examples of solving the problem of pedagogical conditions for the formation of a teacher's professional competence in the educational process of a university. Pedagogical conditions are significant circumstances that determine the achievement of a high level of formation of the teacher's professional competence, one of which is extracurricular activities. The learning process acts as the development of new knowledge, which may be far from the individual knowledge of the student, therefore, the educational process of the university can be effective if it provides the individual with freedom of choice and creativity.
THE IMPORTANCE OF GAME-BASED IN TNE LEARNING PROCESS

The article presents the formation of students' interest in subjects, the development of mental and cognitive activity, and the stimulation of independent use of knowledge. The results of a survey of teachers on the use of didactic games are presented. The answers of subject teachers who did not use didactic material are described. In order to test the effectiveness of the use of games in teaching and educating students, a study was conducted among students. The results of the analysis are presented. Recommendations have been developed for teachers using game forms of education. An analysis of observations of gaming activity and its results made it possible to identify a total of positive effects on the development of cognitive activity of students, they could not find sufficiently deep and reasonable solutions in the methodology of teaching subjects.
PRINCIPLES FOR DEVELOPING DIGITAL LITERACY

The globalization process that is taking place today requires the development of new technologies from mankind. Among them, the requirement of the ability to work with digital technologies comes to the fore. This requirement involves the formation of digital literacy. When forming this quality, it is necessary to be guided by scientific provisions and carry out holistic work. The article deals with the issue of the principles of digital literacy formation. An analysis of the works of scientists on the principles was carried out. Principles are considered as provisions, a system of requirements governing the educational process. Taking into account their work, the article proposes the principles for the formation of digital literacy of students.
DEVELOPMENT OF COGNITIVE ACTIVITY OF STUDENTS IN INTERACTIVE TEACHING OF MATHEMATICS

The article deals with the issues of increasing the activity of students through interactive teaching of the subject of mathematics. The author analyzed the meaning of the concept of “cognitive activity of students”. The author singled out the direction of development of the student's cognitive activity, as the main components are structural blocks, interactive methods, interactive tasks, and stages of activity development. The article also shows the levels of development of the cognitive activity of students. Reproductive, search-performing and creative levels make it possible to determine the state of cognitive activity of students. Each level is characterized by corresponding indicators that allow you to qualitatively determine the state of the student's activity.
DESIGN RESEARCH IS A WAY TO CREATE THE BEST MOTIVATION OF CREATIVE ABILITIES OF STUDENTS

The article deals with the importance of the formation of students' project activities, methods of managing independent work. The relevance of mastering the basics of project activity is due to the fact that it has a wide scope at all levels of the organization of the education system. It is noted that this activity allows more efficient implementation of analytical, organizational and managerial functions. For students, project activity is an opportunity to discover creative possibilities, which makes it possible to work in a team, apply skills, and demonstrate the result. It is aimed at solving problems formulated by the student himself. For a teacher, an educational project is an integrative didactic way of learning, which makes it possible to improve skills and be able to design the learning process.
PROJECT METHOD AS A MEANS OF STUDENTS' CREATIVITY DEVELOPMENT

The scientific article deals with the development of students' cognitive abilities, the ability to independently design their knowledge, develop critical and creative thinking using the project-based teaching method. Using the possibilities of information technology allows us to successfully solve this problem. At present, the method of projects is widely used in education focused on creative activity. This method develops the collective work of students, their creative activity, thinking. The student searches for scientific knowledge, designs it. The student enriches his knowledge, develops, begins to apply them in practice. Based on the formation of activities, the student masters certain ways.
DIGITALIZATION OF EDUCATION AS A PROCESS OF UNITY OF OPPOSITES

The Digital Transformation Concept “Digital Kyrgyzstan 2019-2023” dated December 14, 2018 No. 2 laid the foundation for digital development, which aims to form an open digital society and transition to digital management. "Digital Transformation" will open up many opportunities for Kyrgyzstan, contributing to the creation of new jobs, increasing access to quality education and health care. Digital technology has become a leading and decisive factor in progressive dynamics, a determining link in the country's economic growth, healthcare and education, public administration, and the quality of services provided. The digitalization of education enriches and improves the technologies of training and education and in connection with this, there are numerous definitions of concepts associated with the transformation of digital technologies and the informatization of education.
CYBER SECURITY IN THE EDUCATION SYSTEM

In the modern educational process, the field of informatization and cybersecurity threats is of great relevance today. It should be noted that informatization processes and cybersecurity problems in the educational environment are interconnected. The rapid development of information technologies and widespread digitalization has seen a trend of large-scale application in the field of education of new ways of communication, organization of the educational process, and knowledge control. A number of problems that have been observed recently in the process of using information technologies in the educational process, potential threats to cybersecurity (such as filtering unwanted information, unauthorized access to data, cyberterrorism, problems of regulating the use of social networks) are described. The problem of pedagogical support of students on the formation of their information-safe behavior on the Internet and social networks is also considered.
Identifying the psychological components in the book buying behavior of students of medical sciences universities during the corona epidemic

Background and Aim: The emerging corona virus has presented new challenges to the printing industry that were unprecedented before, and these challenges include new opportunities and threats. Also, the coincidence of Corona with the paralyzing American sanctions on Iran's economy has caused an unbridled increase in the cost of books and a sharp decrease in the financial capacity of book buyers, which requires a comprehensive research in accordance with the tremendous changes that the simultaneous impact of these two emerging components of Iran's economy (Corona) and the crippling US sanctions) on the pattern of book buying behavior and makes it necessary for the publishing industry. Therefore, this research has identified the psychological components in the book buying behavior of students of medical sciences universities during the corona epidemic as its main goa. Method: The statistical sample was also selected based on the purposeful/judgmental sampling method from among the managers and decision makers of the University of Medical Sciences in Iran, academic professors and prominent organizational consultants. In order to identify the factors affecting the book buying behavior of students of medical sciences universities during the corona epidemic, the qualitative method of data theory of the foundation has been used. Results: Based on the results, social and cultural factors, branding in the field of books, study values, sales promotion and quality of content and structure are the known factors affecting the book buying behavior of students of medical sciences universities during the Corona epidemic. Conclusion: In relation to the social and cultural factor, we find that most people in our country devote limited minutes to study, while in some countries there is an average of 4 hours of study per day. In relation to branding in the field of books, marketing is particularly important, because attracting the satisfaction of the audience and increasing the purchase of books will promote the culture of reading and reading in the country and will bring about the cultural development of the country.