Reviewerly/exHarmony huggingface dataset:
Sistem Pendukung Keputusan Penentuan Bonus Karyawan Dengan Metode SAW Pada PT. Delima Makmur Aceh Singkil

Decision Support System (SPK) becomes a system that is always needed for companies in determining a decision, one of which is in determining the annual bonus for employees. PT. Delima Makmur Aceh Singkil in determining employee bonuses every year is still processed manually and assisted by the number and letter processing application, so the results of the calculation of employees who receive bonuses often do not match the criteria and performance of the employee. Bonus calculation results often affect the personal relationship between employees and managers or superiors. Regarding the problems needed a decision support system that can result in proper and transparent decisions in determining employees who receive annual bonuses from the company. The method used in the process of calculating bonus determination is the Simple Additive Weighting (SAW) method. The system making model uses a waterfall model and the system design model used is UML. The programming language used in making systems is PHP (Hypertext Preprocessor), and MySQL as a database, and system testing with the Black Box testing method. The results of the study are the SPK system makes it easier for companies in the assessment process and calculation of employee bonus determination in accordance with employee criteria and performance. This SPK system can provide transparent assessments and calculations in determining the bonus received by employees
RESEARCH ON THE TEACHING OF VOCATIONAL EDUCATION IN THE INTEGRATION OF PRODUCTION AND EDUCATION—RAILWAY MECHANIZED MAINTENANCE TECHNOLOGY AS AN EXAMPLE

Abstract. Higher vocational colleges mainly focus on cultivating students' technical skills. In modern vocational education, employment guidance is adopted, school-enterprise cooperation is strengthened, production and education are integrated, and the education chain, talent chain, industrial chain and innovation chain develop together. Railway mechanization maintenance technology is a new major in the railway industry. It mainly cultivates technical personnel for the operation and maintenance of large-scale maintenance machinery. During the operation, students are required to be familiar with the structure of large-scale maintenance machinery and the basic knowledge of railway lines. Therefore, this major is a comprehensive major, including knowledge of large-scale road maintenance machinery, electricity, hydraulics, gas, and computers, as well as basic knowledge of circuit construction, maintenance and overhaul. Professional construction requires deep integration with the enterprise, informatization of teaching resources, informatization of integration of production and education, joint construction and sharing, and common developmen
RANCANG BANGUN PROTOTYPE PADA APLIKASI E-COMMERCE BERBASIS WAP

Entering the era of globalization, the use of information technology in all areas of daily life cannot be avoided. There are at least two technologies that have developed rapidly in the last few years for the lives of millions of people, namely the internet and cell phones. By combining these two technologies, technology is created that makes it possible to access information that does not depend on the information source and location of access, namely WAP.&#x0D; Along with the development of the combination of the two technologies, several business owners began to use it. One of them is the Podomoro Notebook Store, which is located at SCC Plaza Simpang Lima, Fl. V No. 62 Semarang which is engaged in selling notebooks is trying to use it. There are several things that might encourage this application to be used, including in terms of notebook sales. The absence of an application regarding ordering goods online is also an obstacle for the shop.&#x0D; The solution to solving the problem of this case is to create a wap-based information system for ordering goods. With the wap-based information system, it is hoped that it will help a little in terms of sales and this system can help to order goods online.
Analisis Algoritma K-Means dalam Pengelompokkan Persebaran Covid-19 di Indonesia

Covid-19 or Coronavirus is a virus that is found in humans and animals. This virus can infect humans to cause various diseases such as flu, to serious diseases such as Middle East Respiratory Syndrome (MERS) and Severe Acute Respiratory Syndrome (SARS). In Indonesia, the spread of Covid-19 cases continues to increase and is evenly distributed in all provinces in Indonesia because of the fairly rapid spread due to the vast area in Indonesia, making it possible for grouping based on regions in Indonesia to be needed which will result in the center points of the spread of this Covid-19 case. This study aims to group Covid-19 data into a cluster using the K-Means Clustering Data Mining Algorithm. The Covid-19 data used in this study is Covid-19 data on July 6, 2021 which was taken from the official website of Kawal Covid-19 (KawalCovid-19.id). The attributes used are positive cases, recovered, and died. The clusters formed from the results of research using K-Means Clustering are 3 clusters with the first cluster consisting of 2 provinces, the second cluster 3 provinces, and for the third cluster 29 provinces. The cluster with the largest Covid-19 spread rate is cluster one. From this study, the accuracy was 91.176% and evaluated using the Davies-Bouldin Index yielded a fairly good cluster result with a value of 0.493371469.
The Types and Impacts of Bullying on Taylor Hillridge in Cyberbully Movie

This research is about the types and impacts of bullying on Taylor Hillridge in Cyberbully movie. The aims of this research are: (1) To find out the types of bullying that the character Taylor Hillridge receives in Cyberbully movie. (2) To find out the impacts of bullying that the character Taylor Hillridge suffers in Cyberbully movie. Researcher used descriptive qualitative method. The result of this research for types of bullying researcher found 6 data of verbal bullying, 2 data of relational bullying, 10 data of cyber bullying. However, for the result of this research for the impacts of bullying researcher found, 1 datum of effects on feelings and behavior, 1 datum of academic impact, 1 datum of psychological impact.
Trend Analysis of the Research on Construction Grammar in CSSCI Journals from 2010 to 2020

This study aims at analyzing the tendency and change in the research on construction grammar from 2010 to 2020. Descriptively, this study includes the publication year, research topic, research direction, research content, and the research methods. Twenty-four CSSCI journals were selected as the research samples using the keyword – “Construction Grammar.” The research topics mainly include Chinese construction research, foreign language construction research, and comparative studies on Chinese and other language constructions. The results showed that there are many Chinese construction research, but the other two research topics still require improvement. Ontology research was the main focus; acquisition research and teaching research are worthy for further exploration. Case studies and theoretical studies were the most concerned contents, whereas studies on language acquisition, pedagogy, and corpus construction were feeble. Qualitative description and theoretical review were the most popular methods, while empirical, quantitative, and diachronic analyses were less frequently used. After analyzing the trends, it has been predicted that the research on construction grammar would continue to heat up in the future, and there would be more research directions and contents along with diversified research methods.
IOT HEALTHCARE FRAMEWORK INFRASTRUCTURE TO IMPROVE ENERGY CONSUMPTION IN NETWORKING

Its Internet of Things (IoT) seeks to link all of the world's devices.Most products generate a great quantity of additional data, needing good data gathering and analysis.Online accountancy is a novel approach that may be able to assist in resolving this problem.Some businesses, such as healthcare, require low latency or lags to examine data in real time and enhance efficiency.In a healthcare field, mist processors are some of the promising solutions for reducing broadcast information transmission latency, distributing resource demands, and increasing operating flexibility.That article provides a clouds IoT healthcare infrastructure in an attempt to lessen mist stations energy consumption.Depending on research results, the
High-Robustness, Low-Transferability Fingerprinting of Neural Networks

This paper proposes Characteristic Examples for effectively fingerprinting deep neural networks, featuring high-robustness to the base model against model pruning as well as low-transferability to unassociated models. This is the first work taking both robustness and transferability into consideration for generating realistic fingerprints, whereas current methods lack practical assumptions and may incur large false positive rates. To achieve better trade-off between robustness and transferability, we propose three kinds of characteristic examples: vanilla C-examples, RC-examples, and LTRC-example, to derive fingerprints from the original base model. To fairly characterize the trade-off between robustness and transferability, we propose Uniqueness Score, a comprehensive metric that measures the difference between robustness and transferability, which also serves as an indicator to the false alarm problem.
Study the Effect of the Risk Factors in the Estimation of the Breast Cancer Risk Score Using Machine Learning

Early prediction of breast cancer is one of the most essential fields of medicine. Many studies have introduced prediction approaches to facilitate the early prediction and estimate the future occurrence based on mammography periodic tests. In the current research, we introduce a novel machine learning tool for the early prediction of breast cancer.Three basic resources are used to identify the most essential risk factors; including the BCSC (Breast Cancer Surveillance Consortium) dataset, a medical questionnaire, and multiple international breast cancer reports. The BCSC dataset has been normalized and balanced; consequently, the questionnaire and the medical reports are analyzed in order to define the degree of importance and a potential weight factor of each risk factor. These weights are used to scale risk factors and then the optimizable tree-based ML model is trained using the balanced weighted risk factors datasets.Three balanced versions of the BCSC dataset are used; oversampled, down-sampled and mixed datasets. Each risk factor has a weight (1, 2 or 4) assigned based on a mathematical modelling of the questionnaire and the international breast cancer reports. The experiments are applied on the weighted and non-weighted versions of the database, and they indicate that the performance increases significantly by using the weighted version of the risk factors. The tests prove that the down-weighting of the non-essential risk factor increases the accuracy and reduces errors. The overall accuracy of the weighted balanced datasets reaches 100%, 95.8% and 95.9% for down-sampled, oversampled and mixed datasets respectively.Weighting the risk factors of the BCSC dataset improves the performance by increasing the accuracy and reducing the false rejection and false discovery rates for all versions of balanced datasets. The weighting approach can also be used to improve the estimation score of breast cancer by scaling the individual scores of risk factors.
Pelatihan Perencanaan Optimalisasi Sistem Lahan Pertanian Masyarakat Desa Kramat Kabupaten Lamongan

Reservoir is a container or place for storing raw water, which will later be used as a temporary water storage area, then used as a place for water treatment for the continued growth of rice plants. In addition to rice plants, reservoirs are also used to minimize drought disasters in the dry season. The construction of this reservoir will be used by the Kramat village community to improve the economy in two sectors, namely agriculture and village potential, Kramat village itself is one of the villages in Lamongan Regency which has an area of ​​194.80 hectares and is located in Lamongan sub-district which has a population of 2,012 people. Most of their livelihoods are farmers. Seeing such conditions, farmers need facilities to help meet the needs of raw water for their agricultural land which will be planned with the planning method carried out by the construction of the reservoir with various stages such as measuring with 2 methods, either surveying in the field or utilizing digital applications or software using fields area or Google earth, after finding the size, then we can determine the sketch of the image on the reservoir by drawing in AutoCAD software. The area of ​​land used for the construction of the reservoir has an area of ​​1,452.03 m2, which is later estimated to be able to accommodate 8,507,190 L of water. The total volume of excavation work is 8,507.19 m3 with an estimated work period of 23 days. Excavator pc 200 heavy equipment operational cost : Rp. 101.200.000 per 23 days and for Dump truck capacity of 8 m3: Rp. 2,400,000 (2 dump trucks) per day.
Unsur Keteladanan Tokoh dalam Buku Digital H.B. Jassin: Perawat Sastra Indonesia sebagai Bahan Ajar Bahasa Indonesia

The younger generation possess problems in recognizing the national figures who have contributed greatly to the Indonesian nation. The Ministry of Education and Culture by its digital library releases the site budi.kemdikbud.go.id which provides the books that are very useful for children in recognizing Indonesian national figures. One of the books is entitled H.B Jassin: Perawat Sastra Indonesia which contains about the ins and outs of H.B Jassin that gives a great role model. This can be used as a role model for children in building their character development. In addition, the digital book H.B Jassin: Perawat Sastra Indonesia can be used as a teaching material for Indonesian language learning. The purpose of this research is to describe the noble attitude of H.B Jassin and the use of the digital book H.B Jassin: Perawat Sastra Indonesia as Indonesian language teaching material. Descriptive qualitative was chosen as the research method an digital book H.B Jassin: Perawat Sastra Indonesia as the source data. From the results of the analysis, it was found that the noble character elements of H.B. Jassin, they are fond of reading, passionate and brave, confident, devoted to parents, respectful, diligent and thorough, honest and responsible, persistent, charitable, humble, simple, patient, forgiving, creative, hardworking, religious, and nationalist person. Then, the digital book H.B Jassin: Perawat Sastra Indonesia is used as a teaching material for Indonesian language learning at the high school level in grade X at basic competencies 3.14 menilai hal yang dapat diteladani dari teks biografi.
Peningkatan kemampuan menulis cerita dengan menggunakan metode picture and picture pada siswa kelas IV SDN 02 Kalirejo

This study aims to improve the students' story writing skills and increase the activeness in writing stories for the fourth grade students of SDN 02 Kalirejo through the application of the picture and picture method. This research is a Classroom Action Research (CAR). This research was carried out in two cycles, each cycle consisting of planning, implementing actions, observing, and reflecting. The research subjects were the fourth grade students of SDN 02 Kalirejo Pekalongan, totaling 18 students. The results showed that using the picture and picture method could increase the students' activeness and ability to write stories from pre-cycle to cycle I and from cycle I to cycle II. The results showed that: 1) learning by using the picture and picture method on the subject of writing stories can increase student activity. This can be seen from the results of observations of the student learning process, namely, before the action of 45%, the second cycle of 65% and the second cycle of 80%. 2) Learning using the picture and picture method can improve students' story writing skills. The improvement of students' mastery learning outcomes in writing stories can be seen from the results of students' work, namely, before the action of 44.44%, the first cycle of 66.67%, and in the second cycle of 88.89%.
Django Based Pinterest Clone

Abstract: The project aimsto design and implement a website that displays user uploaded data and allowsinfinite scrolling. We are developingthe project using Django framework, where every user from anywhere around the world can share their creativity in the form of Pins in front of everyone. There will also be some other technologies for giving the project a complete form that are HTML and CSS etc. In the present climate, there's a remarkable increase in users getting attracted towards social media sites, Pinterest Clonetherefore Script renders like a boon for social media activists. It allows users to save, share, and like pins/images to get connectedand stay in touch with heterogeneous people globally. Keyword: Pinterest, Clone, social media, Ideas, Django
Educational Process Modernization In Post-Industrial Culture Era

The paper studies and presents the main characteristics of post-industrial culture.The paper examines and defines the specific nature of culture-centered approach to the design of the educational process.Such concept as multicultural education is determined.The article substantiates the need to modernize the educational process in post-industrial era by identifying and resolving contradictions that destroy its integrity.The paper considers the following basic components of the educational process: semantic, environment-analytical, goal-designing, organizational and managerial, content-based, technological, communicative, and system-developing.The structure of tasks of pedagogical activity aimed at the educational process modernization in the conditions of post-industrial culture establishment is developed.The article also presents methods for teacher training (students-future teachers) to understand and solve these problems based on the development of multicultural competence, which involves the study of the development and transformation of the main cultural spheres (archaic, industrial, and post-industrial) and their influence on the development of humanistic pedagogical paradigm.Besides, the paper considers the design of educational content based on multiculturalism taking into account the growing cultural diversity; the use of interactive technologies that promote intersubjective interaction of participants in the educational process; the educational process improvement and the educational outcome update through the development and implementation of various pedagogical innovations taking into account the specific nature of post-industrial culture.
THE WAY RAREM RESERVOIR’S EFFICACY IN SUPPLYING THE IRRIGATION AREA: A SIMULATION ANALYSIS

This research intends to evaluate the Way Rarem reservoir operation’s efficacy in supplying its irrigation area. The methodology uses simulation analysis based on various dependable discharges. Three conditions of dependable discharge are applied, with probabilities of 80%, 50%, and 35%. The Way Rarem reservoir is located in North Lampung Regency, Lampung Province, Indonesia. For the operation of the Way Rarem reservoir, in 1984, it was planned for reservoir to serve an area of 22,000 ha to meet its water requirement, where the capacity of the carrier channel had a discharge of 22.22 m3/s. As of 2015, an irrigation area of 15,081 ha was served; moreover, the reservoir was ready to serve 17,612.75 ha in 2017 using a dependable discharge of 50%. The watershed area of Way Rarem is 328 km2; the normal storage capacity is 59.90 million m3 with a water level of 54.00 mm, while the minimum water level is 46.00 m for irrigation water taking. In this study, the simulation is carried out using the existing conditions, and the crop intensity reaches 146.25%. After conducting the assessment of the reservoir operation pattern, the crop intensity reaches 177.25%, and the reservoir water that is not used and the overflow through the spillway is about 175.94 million m3. This result can be used as a reference for further research as an optimization model.
Development of Digital Literature-Laden Web in North Sumatra in Learning Courses <i>Sanggar</i> <i>Bahasa dan Sastra Indonesia</i> State University of Medan

This research aims to develop and describe the results of the development of a web loaded with digital literature in North Sumatra in the course of learning courses sanggar Bahasa dan Sastra Indonesia.This research was conducted using the research and development (R&D) method with the Four-D (4-D) model.The implementation stage consists of four steps, consisting of definition, design, development, and dissemination.The data collection instrument in this development research is questionnaires to obtain validity.Meanwhile, research instruments developed for web feasibility are charged with digital literature in North Sumatra in learning courses sanggar Bahasa dan Sastra Indonesia that have been compiled using validation sheets.Product prototypes are developed based on material, language, presentation, and display aspects.The results obtained after developing and programming a web containing digital literature North Sumatra in the course of learning courses sanggar Bahasa dan Sastra Indonesia, Faculty of Language and Arts, University of Medan obtained validation results, namely, for web usage with desktop reaches 100% eligibility rate and mobile usage reached 96%.It can be concluded that the developed web is feasible to use.
THE EFFECT OF SCAFFOLDING TECHNIQUE ON STUDENTS’ WRITING COMPETENCY

ABSTRACTBecause of Covid 19 pandemic, learning is done in online mode by using various online learning platform. This study aims at investigating the effect of scaffolding technique on students’ writing competency in online learning. To run this research, 60 eleventh grade students of SMAN 1 Sukasada in the academic year 2020/2021 were chosen as the samples. This research applied nonequivalent control group design in which there were two groups compared, namely: scaffolding technique and conventional technique. The data of writing competency were collected by using performance test which were then scored by using analytical scoring rubric. The collected data were then analyzed by using independent sample t test. This research shows that there is no significant effect of Scaffolding technique on students’ writing competency with probability value of 0.606 (p&gt;0,05).Keywords: Scaffolding technique, writing competency, skills
The Development Of A Higher Educational Institution In Modern Conditions

Global transformations that happen in all spheres of human life require people to response to them timely and adjust to the new conditions of living.Globalization and rapid development of information technologies make universities to develop and get ready for tough competition for a potential student.The university in modern conditions has to show its capacity and effectiveness both to the consumer of services and to the state represented by the Ministry of Science and Higher Education of the Russian Federation.This article considers the main problems that a modern educational system faces such as: providing innovative development of education; using ICT in the learning process; personnel security; commercialization of a university; awareness of the importance of a university.The authors consider solving these issues by the example of the Chechen State University.We came to the conclusion that the formation of the university as an equal participant in the development of the region and the country requires adapting to the modern economic trends.At the same time, there has to be a balanced approach to solving this problem.Initially, we should recognize the priority of the educational cycle over the economic and other aspects of the university's activities.The main efforts of all the processes should be aimed at the effectiveness of the educational process.