Reviewerly/exHarmony huggingface dataset:
Research on the Current Situation and Improvement Strategies of Classroom Teaching Management in Secondary Vocational Schools

With the continuous acceleration of the upgrading of my country’s industrial structure and the continuous adjustment of economic structure, the demand for technical and technical talents in all walks of life is getting higher and higher, and the important position and role of vocational education has been paid attention to. As the core of educating people in secondary vocational colleges, classroom teaching currently has many problems. Through extensive research, this article summarizes and sorts out the outstanding problems in the current secondary vocational classroom teaching management, and analyzes the reasons in depth, and proposes improvement strategies.
Implementation of Subscription Management SaaS-based System

Abstract: Btag is a Cloud-Based Web App that is designed to maintain the membership of any subscription-based business. The problem of management is not unknown in the world of business. We have to make sure that such problems are resolved to boost economic growth and to also add more businesses to the grid. Btag software does that for us. We have thought and analyzed through all possible lenses how to build good membership-based software. The member data includes the name, Aadhaar number of the user, Sex, Phone number, Email, and status. There are three different statuses of any member which are Enquiry, Active and Inactive. Each status denotes certain characteristics that help the business in better management. If the user has come for the very first time then the user will be in the Enquiry mode given the member hasn't paid yet. Once the member pays the status changes to Active. If the member has any dues then the status will change to Inactive. One can also search all the different members in the ecosystem based on different criteria which are as follows status, sex, name, phone number, etc. This work also gives us statistics and relevant data which can help a business in driving sales. This will help revolutionize the Khata based business scenario. Keywords: Cloud-Based Web App, Status changes such as Active, Inactive and Enquiry, Sales, Stats &amp; Graphs, Payment trends, Khata.
ANCAT: An Autonomous Learning Card Kit to Help Students Write Ionic Formula

The fundamental of introductory chemistry is formula writing. The basic requirements of high school chemistry subjects are writing chemical formulas, including writing an ionic formula. Students require good practice and knowledge of the formula and charge of the ions to write the ionic formula and name the ionic compound. A set of cards called "Ancat" consists of the basic atom of the ion on one side, and on the reverse side is the name and formula of the ions. The set of cards comprises the anion and cation cards distinguished by color. High school students would use these cards as a self-directed learning tool. As a selfdirected learning tool, students will construct the ionic formula using the card; then, write the formula and vice-versa. By using the cards, students will be able to identify the symbol of each ion, the charge of each ion, the name of the ions, determine the correct formula of each ionic compound by considering the total charge of an ionic compound is zero, and learn the name of the ionic compound. Teachers can replace the traditional homework with this ductile method that can aid motivation in students; besides that, these cards are suitable for blended learning tools in the classroom.
Creative teaching: A case study on IoT projects

Teaching through practical and creative teaching is essential at a university. The article deals with the Project Based Learning (PBL) approach and its specific implementation in the projects focused on Internet of Things applications. PBL is realized through selected subjects according to the study focus. The PBL methodology and procedure are applied in all the projects. The practical outputs of the projects focusing on IoT are applications (hardware and software), searching for research answers (e.g. related to IoT smart homes), review studies, or web portal about IoT, Industry 4.0, Smart factory, etc. In the article, we publish an overview of selected final-year projects of our students, in which the form of project teaching was applied.
SOFTWARE COMPLEX FOR GRAPH ALGORITHMS VISUALIZATION

Algorithms on graphs represented by graphical structures are offered. The software complex has a modular web interface. A representative graph is implemented as a set of vertices in the form of numbered circles and links between them (graphic image); using dynamically linked lists (adjacency lists); using an adjacency matrix. The project of this project allows the use of interactive algorithms for step-by-step calculations and algorithms on graphical images to obtain the necessary research results and competencies in the use of discrete structures. The project was implemented using HTML, CSS, JavaScript, which allows visualizing the application and interactively working with algorithms on graphs represented by different data structures. Graphics File Algorithm Programming provides web-based and interactive algorithms created by the used DHTML itself, creating a software project in the form of a site. Each page is dedicated to a separate algorithm and structurally consists of a header, container, footer. The website design uses HTML and cascading CSS stylesheets, to create an interactive parsing process and to transform methods in graphic files – based on JavaScript, which allows third-party scripts to be processed and rendered. The user can vibrate the image type (for orientation), the number of nodes, the presentation method, generate this graph, indicate the starting point for starting the search algorithm, observe the operational operation of the algorithm. The user can adjust the animation speed. The development of a set of programs is meant for interactive demonstration and visualization of the operation of algorithms in the study of graph theory.
The Application of the Pleco Application in Learning Chinese During the Pandemic

Many people know that mandarin is the most difficult language in the world and many people do not understand mandarin either from writing or reading inappropriate tones.In Mandarin, 4 tones are used.And there are still many people who have not been able to adjust it .and in this case the author can analyze the advantages and disadvantages of the pleco application compared to other applications in using the mandarin language and the benefits of the pleco application in learning mandarin for mandarin students.The purpose of this study is to describe the advantages and disadvantages of the pleco application compared to using other translation applications and the benefits and uses of the pleco application in learning mandarin.The method used in this study is a quantitative descriptive method.Sources of data in this study are interview and test guidelines.The data were analyzed using the formula for the average value and time NR/WR=∑/N.The results of the analysis show that the pleco application has advantages and disadvantages compared to a text dictionary and has benefits in learning Chinese, while the advantages of the pleco application compared to a text dictionary are that it is more practical, and the disadvantages of the pleco application are word translation in English.The test results show that the pleco application has benefits, the average value obtained using the pleco application is 83,853 with an average time of 19,756 minutes while the value obtained using a text dictionary is 83,195 with an average time of 26 minutes.
Digitalization of higher education and features of interactive learning

The digital space and its constant development is causing changes in society itself, transforming it into a digital society.The modern world requires from the individual not only theoretical knowledge, but, above all, flexible skills and the ability to use them throughout life in constantly changing and unusual or even problematic situations.Modern society is moving from a society of knowledge to a society of competent citizens.That is why the necessary condition for the effective and efficient use of digital technologies in all life processes is the possession of computer literacy by citizens, which is inextricably linked with one of the key competencies -digital.Non-availability or lack of digital skills in staff affects the increase in the cost of enterprises to attract consulting organizations that help make digital decisions and solve digital problems.New demands of employers to the workforce cause changes in educational processes and educational programs.The digitalization of higher education creates opportunities to improve the quality of education on the one hand, and on the other hand, has shortcomings and problems that need to be addressed or taken into account in the educational process.The article is devoted to the study of the advantages and problems of digitalization of the educational process and the study of the features of interactive learning.
Research on Blended Teaching Cultivation for International Students

The outbreak of global epidemic has promoted the development of blended teaching model.Relying on the Internet,artificial &#x0D; intelligence and other new technologies,online and offline blended teaching is booming.As the largest destination country of &#x0D; international students in Asia,China’s education for international students should also follow the developmental direction of the &#x0D; world’s education and innovate educational and teaching models.Based on this,this paper studies the blended teaching and training &#x0D; mode for international students to create”First-class ourses”,improve the quality of education and teaching,attract more foreigners &#x0D; to study in China,cultivate more friendly people who”know China,befriend China and love China”and provide more support for &#x0D; the internationalized development of“the Belt and Road”initiative.
Anja Pabel, Josephine Pryce, and Allison Anderson (Eds.), Research Paradigm Considerations for Emerging Scholars, Channel View Publications, Bristol–Blue Ridge Summit 2021, https://doi.org/10.21832/9781845418281

is notable among methodological publications for its scientific openness and permission to experimentation in the research process.The book's target audience is postgraduate HDRs, emerging scholars and higher-degree supervisors, lecturers in methodology seeking to enhance their reflexivity.According to the authors, it is the reflexive approach that differentiates this book from other methodological books, especially those intended for researchers who are in the process of development regardless of their academic status.Among Polish methodological books there is no publication which as clearly as the book Research Paradigm Considerations… encourages the development of cognitive research curiosity by applying and developing already known paradigms but also by modifying them depending on the socio-cultural context of the research.I recommend this book to anyone who is looking for practical applications of paradigms, but the subject of their research cannot be clearly categorized.
An Impact of the Small and Large Grid Sizes on Differential Equations

The finite difference technique is oldest numerical method to solve differential equations. Like many differential equations, Helmholtz differential equation which is used to describe many physical phenomena, has long been solved using finite difference method. can be described by Helmholtz Differential equations. The solution of the Helmholtz type differential equations is very important. The information that it belongs together because it tells one coherent story just knowing a little bit about finite differences through to how to solve differential equations an especial technique is used, how to implement finite difference method and the tool which is used as generic enough that will immediately be given a whole new differential equation. The analysis of small to moderate sized presented with the help of a few examples. The improved finite difference method is presented with examples, the method is simple, clear, and short the MatLab code is available, the improved finite difference method is suitable and easy to implement, manually as well as computationally.
A Survey on Parallel Clustering Techniques for Big Data Framework

Clustering techniques for little data sets have built excellent develops and numerous successful clustering techniques have been designed. Nevertheless, these techniques are not giving adequate results when trading with extensive data sets. The most important problems are excessive computational difficulty and lengthy evaluating time, which is not acceptable for real time context. It is very prime to process this enormous information on time. Consequently, the investigation on clustering techniques for extensive data sets has begun to be one of the major jobs in the area of big data framework. This survey centers on a sharp investigation of various parallel clustering strategies featuring the qualities of large information. A short outline of various parallel clustering techniques which are based on Map Reduce evaluating technology, the clustering techniques based on Spark evaluating technology and the clustering techniques based on Storm evaluating technology.
PC-builders – a social phenomenon of technologically oriented subculture during COVID-19 pandemic in XXI c.

The following paper describes PC-builders as a subculture in a scope of the sociological theory and presents the changing experience of this speciﬁc group during COVID-19 pandemic. It covers typical subculture identity shaping processes, its framing, cultural capital analysis, hierarchization, sociolect and rituals to verify that PC-building people have become the real subculture in all scientiﬁc senses and to reveal their changing experiences in COVID-19 pandemic. It bases on 30 individual interviews: 10 with PC-builders from the USA and Canada, 5 from Korea, 10 from Poland, 5 from France. The results show new cultural practices within the subculture born due to the COVID-19 quarantines, as well as caused by crucial tendencies happening currently on the hardware market and in hardware development between 2020–2021.
What’s in This Book and Why?

Abstract Multimedia forensics is a societally important and technically challenging research area that will need significant effort for the foreseeable future. While the research community is growing and work like that in this book demonstrates significant progress, many challenges remain.
Writing Companion

Abstract: This project aims to develop a writing assistant. It has been designed to check for spelling and grammatical errors, analyze sentiment, detect plagiarism, and translate text from one language to another. This tool, using Natural Language Processing (NLP), analyzes text and provides appropriate error-free recommendations. Working as a writing assistant, this project assists users with their day-to-day activities, whether an informal letter to a friend, an important project report, or an online blog post. Social networks and community forums have become one of the most used platforms to communicate with people who may be from a different region speaking a foreign language. It consists of a massive amount of data where positive content from one’s point of view may not be the same for others. In such situations, a writing assistant may act as an extra set of eyes to catch common errors and improve writing. Keywords: Sentiment Analysis, Language Translator, Plagiarism Checker, Grammar and Spelling
Correction to: Privacy and Security Challenges and Opportunities for IoT Technologies During and Beyond COVID-19

The book was inadvertently published with an incorrect name information for one of the Chapter author as “M. Yousef”, whereas it should be “M. Yousif” in the front matter and Chapter 3.
Statistical Deep Parsing for Spanish: Abridged Version

This document presents the development of a statistical HPSG parser for Spanish. HPSG is a deep linguistic formalism that combines syntactic and semantic information in the same representation, and is capable of elegantly modeling many linguistic phenomena. We describe the HPSG grammar adapted to Spanish we designed and the construction of our corpus. Then we present the different parsing algorithms we implemented for our corpus and grammar: a bottom-up strategy, a CKY with supertagger approach, and a LSTM top-down approach. We then show the experimental results obtained by our parsers compared among themselves and also to other external Spanish parsers for some global metrics and for some particular phenomena we wanted to test. The LSTM top-down approach was the strategy that obtained the best results on most of the metrics (for our parsers and external parsers as well), including constituency metrics (87.57 unlabeled F1, 82.06 labeled F1), dependency metrics (91.32 UAS, 88.96 LAS), and SRL (87.68 unlabeled, 80.66 labeled), and most of the particular phenomenon metrics such as clitics reduplication, relative referents detection and coordination chain identification.
Aplikasi Pembayaran Daring Berbasis Web di PT Goyong Bisnis Indonesia

Abstract-. The use of information technology, computers and internet technology has penetrated in all areas of life, including the business world, including the processing of financial transactions such as online payments. Loan payments still often experience problems, they are still manual and less efficient for customers, especially when the customer is out of town. With the technological advances mentioned above, various innovations have been made to facilitate business interactions, including financial technology (fintech), which means financial technology, which is a technological innovation (breakthrough) carried out in the financial sector so that financial services can be carried out quickly, efficiently, and efficiently. and have a positive impact. This payment application contains company information, company terms and policies regarding lending, view the time and amount of online loans agreed between the customer and the company, make payments and view proof of payment and make investments and withdrawals of money. The design of this software is done with the freeware phpMyAdmin which supports MySQL database. This system development methodology is the classic waterfall method with object-oriented design using UML. This application has been used and helps the finance department in recording online loan payments and the customer can see proof of the transfer of the payment.
Citizens' remonstrance's constitutionality in Nigeria and the role of social media: a metaphorical appraisal of #EndSars police brutality protest

This paper examines citizens' remonstrance's constitutionality in Nigeria, as well as, the relevance of social media to the advancement of protest, amongst others. The study, extensively, perused and analysed constitutional and statutory legal regimes pertaining to right to protest; and its adherence; and forayed into the position of social media in the advancement of protest and right to protest, utilising the #EndSar protest's account as metaphor for the assessment. The study concludes, amongst others, that citizens' right to remonstrance or protest exist in Nigeria's laws, but that the greatest challenge to the right is governments and the security agencies' disobedience to, and breach of the law; as well as, the introduction of political consideration in the application of the law. In view of the above, the paper recommends, among other things, that the National Assembly (Legislature) should repeal the Nigerian Public Order Act, and in its stead, enact a law that prohibits inhibition of protest; and that clearly expressed the right to protest and how protests should be organised.
Common Errors in Translation of Arabic Nominal Sentences to Tamil

Nominal sentence is the special character of Arabic Language.Non-Arabic speaking students of South Eastern University of Sri Lanka who have different language background are facing difficulties in translating from Arabic to Tamil.Even though, they have studied Arabic in Arabic colleges in Sri Lanka for 5-7 years, and thus Tamil is their mother tongue.Thus, this research aims to identify the grammar errors when translating nominal sentences to Tamil and to rely the reasons for them.To this, the research uses analytical descriptive methodology through quantitative approach.It uses questionnaire for primary data among the undergraduates of the Department of Arabic Language, South Eastern University of Sri Lanka.At the same time, secondary data were gathered from researches, books, articles, website articles.The research finds that the undergraduate have the enough theoretical knowledge about the nominal sentence.At the same time, in the practical part, they are neutral level in writing a nominal sentences, in finding the error from them a, and in translating them into Tamil.Hence, the practical part is difficult for the undergraduates than theoretical part.
Correction to: Federated Learning for Non-IID Data: From Theory to Algorithm

In the originally published version of chapter 3 the second affiliation of the author Bojian Wei was incorrect. The second affiliation of the author Bojian Wei has been corrected as “School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China”.
Resource Allocation with Task Scheduling in Cloud Computing

In this period, cloud computing is considered a very ultra-modern and eminent technology on the web. It provides on-demand computing services, such as Google, Microsoft, etc. by this world-wise category. Cloud computing is providing both provisioning and de-provisioning on-demand network services as well as assisting any organization to cut the capital costs of software and hardware. Cloud service providers require handling a huge demand for scaling up the size of the cloud. But now it faces grave challenges in its glorious future. These challenges create a problem for exploring its perfect realization. Resource allocation is one of the vital issues in that case. It is a procedure to distribute total workloads among individual systems of distributed web systems to get better the proper usage of web resources and job execution time. Resource allocation should be done properly as a breakdown in any node that can lead to the unavailability of data. Resource allocation mechanisms can be divided into different categories, such as centralized or distributed, dynamic or static, etc. There are already various research works that have been done on resource allocation using various formulating techniques to decrease the execution time and average waiting time for giving a better quality of services in cloud computing.
Stilla i musikk og litteratur

The following text presents a dialogue between author Lars Amund Vaage and professor of Nordic literature Geir Hjorthol. Both are also musicians, and here they discuss the theme of silence in music and literature with particular focus on silence as a connecting link or junction between literature and music, as well as its role in expressing the non-verbal and unverbalized. The latter is a central theme in Vaage’s novel Syngja (Sing) (2012), in which he portrays the relationship between a father and his severely autistic daughter and an absence of verbal language that they both, in strange ways, seem to have in common. Vaage has also reflected over relationships between language, music and muteness in the long essay Sorg og song (Sorrow and Song) (2016). The dialogue below draws on Rancière’s proposal that ‘the music of literature’ is connected to an aesthetic regime in modern literature, in which there is focus on text and form in a different way than previously. Paradoxically, the music of literature springs from muteness at the intersection of textual speech and experience.