Reviewerly/exHarmony huggingface dataset:
Action-oriented Practice and Students' Vocational Competence Development in Higher Vocational Education

Higher vocational education has made certain achievements in the process of development in China, but it has been lagging behind in the practical application of action-oriented teaching mode. Due to the influence of traditional concept and financial factors, the practical courses cannot meet the demand of society for talents training, students lack of social experience and innovation ability, and the level of hands-on skills is not high, which leads to the low attention of higher vocational institutions to this specialty, the scale of operation is small and does not pay attention to the effectiveness. At the same time, schools do not have enough funds to support practical education, resulting in insufficient experimental facilities, rudimentary equipment and lack of teaching resources, which seriously restrict the development of higher vocational education. The development of higher vocational education is seriously restricted by the lack of teaching resources. Combined with the actual needs of China's higher vocational institutions, this paper puts forward the teaching idea of action-oriented and students' vocational ability cultivation, which has a better guiding function. Therefore, higher vocational institutions should combine the new requirements of students' vocational ability in the new era, explore the action-oriented classroom, improve the vocational education and training system with the joint participation of schools and enterprises, clarify the problems of vocational ability cultivation and employment of higher vocational students, so as to put forward scientific and reasonable countermeasures, which can meet the needs of higher vocational students' vocational ability improvement and also enhance their employment success rate.
Internal Parables in Kainilai

Intrinsic parable is when an idea of poet is expressed through parables rather than through the songs. Intrinsic parables convey a message other than the one conveyed in the song. Among the exegetical norms of internal hymns, the internal parables are considered to be the best. Kainilai is written by Pullangkaadanar and it deals extensively with the internal concepts. An internal parable is based on five elements namely verb, object, consonant, form and birth. For example, in the second song that starts with “Venta punattukku vasam utaittaka" is about the event of the villager knowing about the illegal activities and getting scorned is implicitly set. Thus, in this article, the manner in which the internal parables are governed in the text of the Kainilai, based on the five elements of verb, object, consonant, form, and birth, has been investigated. There are four songs based on verbs and seven songs with three songs each one for object, consonant and form. This article is based on comparative research and descriptive research.
EXPLORING COMPLEX SENTENCES AND METPHORS IN ONLINE NEWS ARTICLES ABOUT COVID-19 IN ASIA TIMES

&lt;p&gt;This research aims to find the use of complex sentences and metaphors in online news article about Covid-19 in Asia Times. This research employs descriptive qualitative approach to examine five online news articles about Covid-19 in Indonesia containing complex sentences and seven news articles about Covid-19 in Indonesia containing metaphors posted in Asia Times. The writer uses the Verspoor’s and Azar’s theories to examine complex sentences and Lakoff and Johnson’s conceptual metaphor theory to examine metaphors. The result shows that in 5 news articles writing the authors used 115 complex sentences and 40 or (34.8%) of which are modified by noun clauses, 36 sentences (31.3%) are modified by adjective clauses, 32 sentences (27.8%) are modified by adverbial clauses, and 7 sentences (6.1%) are modified by multiple subordinate clauses. This implied that teachers should emphasize on the use of noun clauses in complex sentences when teaching writing. Secondly, the result demonstrates that in seven news articles the authors used 95 metaphors categorized into three types of metaphors: 64 or 67.3% are ontological metaphors, 16 or 16.8% are orientational metaphors, and 15 or 15.9% structural metaphors. In addition, this implied that teachers should be aware of the use of metaphors in various reading text genres specifically online articles.&lt;/p&gt;
Pengembangan Aplikasi My Village sebagai Upaya Mewujudkan Pelayanan Kelurahan yang Prima

&lt;p&gt;&lt;em&gt;Village digitization is an important part of efforts to improve the efficiency and effectiveness of services provided in the village. The purpose of this research is to create an application that is in accordance with the characteristics of the village in order to bring order to the archives and databases in the village. As an effort to improve existing services in the village to help the community and provide community satisfaction with services in the village. The method used in this research is a qualitative method, by implementing the system development life cycle system in stages (System Development Life Cycle (SDLC). The main stage consists of Systems Planning, Systems Analysis, System Design, System Selection, Systems Implementation and Systems Maintenance. The data are collected from observation, interviews, and literature studies. The result of this study is My Village application that is used in the administration of the mail service database in the village.&lt;/em&gt;&lt;/p&gt;
zkMLaaS: a Verifiable Scheme for Machine Learning as a Service

Machine Learning as a Service is a promising service for individuals and companies who would like to delegate model training to third parties. The customers desire proof of the integrity of the model training to prevent potential backdoor attacks launched by the server, while the server desires to prove the integrity without revealing their intellectual assets, hyper-parameters of the training scheme. Zero-knowledge proof, a cryptographic tool can theoretically satisfy the above demand, but is still practically infeasible due to the inefficiency of proving. Thus, we propose zkMLaaS, a privacy-preserving and verifiable scheme for efficient training proof generation in the MLaaS scenario. zkMLaaS features a two-round challenge-response pro-tocol equipped with the random sampling. This greatly reduces the time cost of proof generation and ensures the integrity of training procedure simultaneously. We analyze the security of zkMLaaS and conduct comprehensive evaluation which shows it saves around <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$273\times$</tex> times compared with naive scheme.
High-Efficient and Few-shot Adaptive Encrypted Traffic Classification with Deep Tree

Although network traffic classification has been investigated for decades, the core challenges, including the complex and capricious conditions of network traffic, and the practical application of models, remain unsolved. Meanwhile, the extensive usage of encryption protocols makes encrypted traffic classification become a new challenge. The rapid iteration of network traffic brings the scale drift of encrypted traffic classification. While bulky deep-learning-based methods can barely satisfy the lightweight demand in real-world scenarios. To solve this, we propose a efficient encrypted traffic classification method using Deep-Tree with multi-grained scanning and cascade tree to perform high-speed learning and multi classification task. It has the classification accuracy and representation ability of depth model with lightweight computing expenses. The self-adaption and expandable ability of the model make it suit different traffic scenarios without specific model adaptation. The experimental results show that the proposed method achieves superior performance compared with state-of-the-art methods. Particularly, our method can dynamically adapt traffic classification tasks at different scales.
IRON SHOP SENTOSA E-COMMERCE WEBSITE APPLICATION USING PHP AND MYSQL

Information technology is an important part of human life and cannot be separated. Activities in interacting, communicating, and transacting are no longer limited by space, distance, and time. Today's website development is no longer an obstacle that is difficult to obtain. Many various websites were created, for example, a sales website (Marketplace). Marketplace is used as an intermediary between sellers and buyers. With a sales website, it makes it easier for consumers to buy goods without having to come to the store directly. The purpose of scientific writing is to make it easier for owners to provide information and to promote and sell existing products in the online store Iron shop to provide information and promote the sale of new products. only done by selling offline and customers have to come directly to the store, but with the covid-19 pandemic the store was forced to temporarily close in order to limit physical contact between sellers and buyers. Looking at these conditions, the creation of the Sentosa Iron Shop website online is the right solution and this application has been successfully created so that businesses can still run in the midst of the Covid 19 pandemic.
Efficient Path Generation Method for Unmanned Aerial Vehicle via Multiple Waypoints

The Sequential Multiple Waypoints Dubins Problem (SMWDP) is planning a shortest path for a fixed-wing Unmanned Aerial Vehicle (UAV) via a series of sequential waypoints. Given the coordinates of waypoints for the starting and ending waypoints with headings, the objective is optimizing the headings of the intermediate waypoints to minimize the length of flying path. To simplify the complexity of the global optimization problem, we first study the scene with one intermediate waypoint. By the simplifying situation, the angular ranges at intermediate waypoints are definite. Moreover, an initial sub-optimal solution of global optimization problem is established. We apply discrete methods to disperse the angles of intermediate waypoints, and use the local search algorithm to optimize the initial sub-optimal solution. Based on the initial sub-optimal solution, our algorithm converges quickly and guarantees the quality of the solution. We compare our method with traditional and discrete method, respectively. The simulation results show that our method is more effective in terms of the quality and running time.
Implementation of Journalistic Training at Extracurricular Broadcasting “Lensa Manduta” MAN 2 Tangerang

Writing is one of the journalistic skills that have a great influence on students so they are expected to disseminate information and even express feelings to the public through written language. Journalistic media for schools is a means of information about schools, education, entertainment, and persuasion. So, with journalism training, someone will be helped in honing creativity and talent. This study aims to observe the development of journalistic insights of students through journalistic training and provide solutions to the problem of lack of journalistic insights by motivating MAN 2 Tangerang students, especially members of the Broadcasting Extracurricular Lensa Manduta to be skilled in the field of writing. The method used in this research is the descriptive qualitative method. Data collection techniques and observations that researchers use include observation by observing and recording activities carried out by the journalistic division of Lensa Manduta and interviews with the head of the journalistic division and the general chairman of Lensa Manduta. The results of this study are that the journalistic training was opened interactively, the members listened to the material presented, and were quite responsive in practice to the field. In addition, they are quite familiar with the terms in journalism, such as journals, and codes of ethics, as well as a very good understanding of news, it's just that they don't know the whole, such as the types of news consisting of hard news, soft news, and straight news.&#x0D; Keywords: Journalistic training, extracurricular, writing, Lensa Manduta MAN 2 Tangerang
Perkembangan Jaringan Kerjasama Perpustakaan dan Informasi

In the current era of openness, the presentation of data and information is very important to convey the widest possible information to the public. Due to the diversity of information needs, limited information resources and changing behavior of information users, no information organization can meet all user needs. To meet user needs and provide optimal service to users, there must be cooperation and networks between information institutions. One of these information institutions is the library, which will be the subject of this article. This article will discuss developments, forms of cooperation, development situations and inhibiting factors of library and information cooperation networks. The data collection method uses library research, both printed and online. The results of this study are to provide data and information on the development of library collaboration networks, as well as information that can be used to provide input to libraries and other information media in collaboration. &#x0D; Keywords: library cooperation, library network development, information.
SISTEM INFORMASI AKUNTANSI PENGELOLAAN ADMINISTRASI PEMBAYARAN KEUANGAN SEKOLAH BERBASIS CLIENT SERVER

Technological developments at this time are very advanced in various ways, inviting everyone to find new discoveries, therefore an information processing work system that is fast, precise and accurate is expected to improve service to consumers to achieve goals. MA Miftahul Ulum Ngemplak administration includes payment of Education Development Contribution (SPP), extracurricular money (including: scouts, computers, volleyball and drum bands) and Intra-School Student Organization (OSIS) money up to the preparation of financial reports every day, every month to every years to be reported to interested parties, such as the school treasurer, principal and head of the foundation, and all these payments are still recorded manually. This system has a weakness, namely in terms of recording school administration payments it is less effective because it has to record in triplicate, namely on student payment cards, daily data payment report books, and monthly data payment report books, as well as the process of finding data and submitting student payment reports is not fast.&#x0D; With the existence of a system, it is hoped that later the design can assist in the transaction process for paying tuition fees, UTS, UAS and all expenses at MA Miftahul Ulum Ngemplak, besides being able to produce software applications that aim to increase productivity and support facilities in administrative activities, especially tuition payments. , UTS, UAS and expenditure transactions at MA Miftahul Ulum Ngemplak and the recording process becomes more effective because recording is only once during the school financial administration payment process and speeds up the process of searching for data and submitting school financial administration payment reports
Improving Reading Culture Through Reading Corner Activities at SDN 004 Sungai Piring

Community Service Program (KUKERTA) after the pandemic is a very different activity from previous KUKERTA activities. Having KUKERTA after this pandemic has really helped local residents and the school. The purpose of this service is to increase public understanding and concern for children's education. The KUKERTA Team for Sungai Piring Sub-district carried out one of the work programs in one of the schools located in the Sungai Piring Sub-District, namely the 004 Sungai Petani Public Elementary School. The results of this service illustrate the increasing enthusiasm for learning and interest in reading in students. Reading is important in the teaching and learning process. Each student has varying reading abilities and reading interests. Adequate support, habituation and facilities will increase students' interest in reading at SDN 004 Kelurahan Sungai Rompin. The objects of the research are teachers and all students at SDN 004 Kelurahan Sungai Piring
IMPLEMENTASI CODEIGNITER FRAMEWORK DALAM APLIKASI E-VOTING PEMILIHAN KETUA KELAS BERBASIS WEBSITE

The rapid development of internet technology is in line with the development of information technology. By using a browser, both mobile and desktop-based devices, information can be obtained easily in a short time. Elections with a voting system are elections that contain judgments or decisions in selecting an object. At present, the general election system for organizations still uses a conventional voting system using ballots which has several weaknesses but these weaknesses can be overcome by implementing electronic voting Information Technology which can be used by all groups or small organizations, and is useful for reducing unnecessary administrative costs. requires ballot papers and reduces time in the vote counting process, based on these problems a literature study is carried out, designing the appearance and flow of the program, implementing the design results into PHP programming language codes structured into the CodeIgniter framework, and conducting application testing. The final results show that the E-voting website application can be used as an alternative during general elections by all organizations that will hold elections. The Prefect Election E-voting website can be accessed via http://evoting3ka06ug.infinityfreeapp.com/.
Penerapan Algoritma C5.0 Data Mining Untuk Mengetahui Pola Kepuasan Mahasiswa Terhadap Pelayanan Akademik

Students are one of the important aspects in improving the quality of higher education. One of the services provided to students is academic services. Knowing the satisfaction of academic services to students for tertiary institutions is quite important. The process carried out to determine student satisfaction has several obstacles, such as the use of a special process to determine student satisfaction. Knowing the pattern of student satisfaction with academic services must be known. To find out the pattern of student satisfaction, it can be done by processing data based on the questionnaire data that has been done previously. Data mining is a process of processing data stored in data warehouses. Data mining performs large data processing with the aim of obtaining valuable information stored in the data set. The C5.0 algorithm is one of the algorithms in data mining that can help solve problems in data processing. The C5.0 algorithm gets results based on the decision tree, the results from the decision tree will later become a new rule or role. The results obtained from the research process are a rule or pattern that can be used to determine the attributes or services that cause dissatisfaction with academic services to students.
Komparasi Evaluasi Kinerja Siswa Belajar dengan Mengggunakan Algoritma Machine Learning

In our current study, we are doing a comparison of several algorithms that we have tested, namely in searching for the accuracy level of learning performance in students, the problem of this research is how to get the results of excellent generalization abilities so that a higher accuracy value is obtained. Our goal is to get the best-performing accuracy level results and then to identify features that can affect student learning performance. From the results of the algorithm that we have tested, four of them are Naïve Bayes, Support Vectore Machine, Neural Network and KNN contained in machine learning. The results of the four algorithms for the Naïve Bayes algorithm have an accuracy value of 96.30%, the Support Vectore Machine algorithm has an accuracy of 98.70%, and the Naural Network algorithm has an accuracy of 99.50% and the last one with the KNN algorithm produces an accuracy of 94.80%. it can be concluded that using the Neural Network algorithm is an algorithm with the best performance than using other algorithms in evaluating student learning performance, besides that the Neural Network can be used as an excellent alternative to be used as predictions, especially in the field of education.
Question Answering using Ontology for Sumedang Larang History with Support Vector Machine Based on Telegram Bot

Technological developments affect many aspects, one of which is historical education. History lessons can shape students' personalities and encourage an interest in historical knowledge. There are many stories from Indonesian history, one of which is the Sumedang Larang Kingdom. The Sumedang Larang Kingdom is one of the Islamic kingdoms in Pasundan. However, not many people know about this kingdom. The millennial generation is technologically advanced, so they can take advantage of technological advances to quickly introduce the history of Sumedang Larang. One of them utilizes the telegram bot using the Application Programming Interface (API), which can connect the system to the telegram platform. In addition, this technology can be used as a history learning attraction using the question answering system (QA). Our research aims to build a QA system that can introduce the history of Sumedang Larang to the millennial generation. Because this system uses ontology knowledge with concepts related to the Sumedang Larang domain, it can focus on the history of Sumedang Larang. Applying the support vector machine (SVM) algorithm to process classification text can make it easier to search for text categories. The test results show the performance of the SVM method with a test size parameter of 0.5, such as 74% and 78%. The performance test results are accuracy scores in the subject category and object classification.
Sentiment Analysis of Telkom University as the Best BPU in Indonesia Using the Random Forest Method

In this day and age, social media has become a necessity for every human being. By using social media networks, users can easily exchange information, especially on linkedin social media. Linkedin is a social media network that can search for information openly, mainly used for professional networking. It will be easier and more practical to connect with professionals worldwide. Like identity, LinkedIn is often used as a medium to introduce yourself or your business to potential colleagues or companies for various purposes. Social media networks are often used to deliver information in various institutions at State Universities (PTN) and Private Universities (PTS). For example, it conveys information about state and private universities' achievements (PTS) achievements. Telkom University uses Linkedin to convey the achievements that have been achieved. This triggers the public to see posts that are positive, negative, or neutral. This study aims to conduct a sentiment analysis about Telkom University which has become the best private university in Indonesia, based on opinions submitted on LinkedIn social media. The process carried out in this study is to process all opinion data about Telkom University, which is the best private university in Indonesia, from Linkedin and then classification using the Random Forest method based on the categories of positive, neutral, and negative sentiments. Sentiment analysis results that have been obtained using the Random Forest classification method are 92.85% accuracy, 83.33% precision, 91.67% recall, and 84.13% F1-score%.