Reviewerly/exHarmony huggingface dataset:
Sistem Pendukung Keputusan Pemilihan perumahan Berbasis Android dengan Metode Simple Additive Weigthing

Types of housing that are increasingly varied from the type of simple houses to luxury homes, where the house is a family need to be occupied in a relatively long time. Problems that occur consumers are sometimes difficult to choose the type of housing and location of houses to be purchased with long-term needs or for investment needs. This study aims to facilitate consumers in making decisions when determining the right type of housing and in accordance with the desired conditions. Therefore, as advances in information technology and the development of the Android operating system, system support in the selection of Android-based housing needs to be built, and the application of the Simple method Additive weighting for housing alternative selection. The SAW method concept is often referred to as the weighted sum method. There are six criteria to be taken into consideration, namely: distance to shopping centers, distance to education location, distance to health location, water availability, price and land area .. The method used in designing this application uses the Extreme Programming (XP) model. In the Extreme Programming (XP) method, there are 4 (four) stages in the Extreme Programming process: planning, design, coding, test. This system can support consumer decision making in choosing housing based on predetermined criteria. So that calculations on this decision support system are more accurate then an SAW method is used to determine the type of housing that matches the criteria sought by consumers.
Prema etičkom poimanju zakonskog propisa o cijepljenju u Ruskoj Federaciji

Today the ethical aspect became the cornerstone of all public discussion defining the success of vaccination all over the world. This situation had a basic influence on formatting the modern normative regulation connected with vaccination by the inclusion of the universal ethical principals in the legislative concept. It is also extremely important to reach an understanding and recognition of these fundamental bases among responsible professional community and public society in general. Another significant impact is also to get harmonization and solidarity between existing national legislation and international ones. These provisions defined the main objective of this article to analyze the role and value of the ethical component in the current legislation in the Russian Federation connected with vaccination. First, the significance of universal ethical principles in the process of vaccine’s R&amp;amp;D and practical vaccination is presented (Chapter I). Secondary, the legal system of the Russian Federation is analyzed considering the compliance and the possibility of executing various ethical standards (Chapter II). Third, the author’s research based on a questionnaire survey held among the various categories responsible for vaccination, an imbalance of knowledge, and the implementation of basic ethical-normative principles are shown (Chapter III). The main conclusion of the article is the confirmation of the compliance between Russian legislation and the universal principles of bioethics. At the same time, there is an urgent need for education and awareness in order to improve the scientific and practical achievements of vaccination and to get the real adaptation of an ethical concept among professional society, as well as to reach the public trust.
International Reputable Journal Classification Using Inter-correlated Naïve Bayes Classifier

Naïve Bayes Classifier has weaknesses in feature independence that made some of the features does not have a significant effect on the decision. This article describes the development of an Inter-Correlated method to optimize feature selection on Naïve Bayes classifier. This concept is designed to ignore the limitations of Naïve Bayes. This method is implemented on international reputable journal rank classification. The dataset used in the testing process is obtained from the Scimago Journal and Country Rank website. The dataset consists of 1491 instances with 9 attributes. SJR Best Quartile is selected as a class label that consists of value Q1, Q2, Q3, and Q4. Based on the results of experiments with an optimized Naïve Bayes algorithm, the algorithm obtained an accuracy value of 59.14%. The optimized algorithm yield a better result compared to the accuracy of the Naïve Bayes before optimization of 50.49%. This shows that the developed method is more efficient and increases the accuracy value to 8.65%.
The Identification of Pornographic Sentences in Bahasa Indonesia

The positive and negative content is mixed in the Internet world. The government of Indonesia notices that negative content is a potential issue that might threaten Internet users. The government launches several services such as DNS Nawala and TRUST+™ Positif database. However, government action is not enough because of the validation of the TRUST+™ Positif database requires many human resources. This research is the beginning of the identification of negative content on a web page. It provides the core system to determine the category of a sentence, which is pornography or non-pornography The research begins with the corpus building, continued with the data training model, and the last is data testing. The corpus is downloaded from the pornographic websites from the TRUST+™ Positif database. Moreover, we tested the identification process by using K-Nearest Neighbor (KNN), Passive Aggressive Classifier, and Support Vector Machine (SVM). Both Passive Aggressive Classifier and SVM show an excellent performance. Meanwhile, KNN yields a mediocre result. The SVM algorithm has the highest accuracy of 98.25%.
MongoDB CRUD Operations

In Chapter 1 , we discussed MongoDB features and how to install MongoDB on Windows and Linux. We also discussed terms used in MongoDB and how to create a database. In this chapter, we are going to discuss how to perform create, read, update, and delete (CRUD) operations in MongoDB. This chapter also describes how to work with embedded document and arrays. We are going to discuss the following topics:
Perancangan Sistem Informasi Akademik pada TK Dalilussa’adah Berbasis Web

Utilization of informatics technology in business especially in education field can reduce the potential mistake of data processing compared to manual data processing. This study aims to build information system of academic at kindergarden Dalilussa'adah Karawang. The advantage is to provide convenience in processing the value of report cards and teaching scheduling. This application is implemented with, PHP programming language, MySQL database as data storage media. Test method using black box testing with structured approach. Approach to the development of systems equipped with flow map tools, context diagrams, DFD, data dictionary, ERD, table relationships and waterfall methods that create the initial form of the system to be created and continuously tested and developed. Information system of academic at kindergarden Dalilussa'adah Karawang are still done manually, so these can cause data errors caused by human error factor. This web-based application is designed online so teachers and homers can see the teaching schedule and input student grades. The results of scheduling teaching and processing of student report cards can be viewed and processed as reports in the form of useful information for homeroom teachers and students. The results of this study are expected to answer the difficulties that are often faced by the teaching, curriculum, teachers and homeroom so that it can be much more efficient and effective. This application is also expected to be a reference for other researchers and then can develop it for further research.
Project-based Course Design and Operation Cases: Focusing on Hairstyling Major

This study attempted to propose an innovative teaching method through a verification of course effects after developing and applying a 15-week project-based training course. For this, the course ‘Design and My Life II’ given to 50 freshmen from the Department of Hair Design at ‘K’ College during the second semester was chosen. The project was divided into the following stages: Preparation, Ideation, Idea Screening & Deep Learning, Idea Confirmation, Idea Proposal and Performance Analysis & Evaluation. In 15 weeks, course evaluations and findings from the evaluation meeting were analyzed, and the results found the following: Students actively participate in class. They actively interacted with each other to solve problems on their own, displaying their self-directed learning experiences. In particular, many students became more confident in themselves in the process of materializing their ideas and generating results through the project-based course. The above results imply that a project-based course stated in this study is one of the innovative teaching methods designed to encourage students to participate in class more actively and build confidence.
MONITORING TINGKAT PELANGGARAN TRAFFIC LIGHT DI JALAN RAYA MENGGUNAKAN MIKROKONTROLER DAN VISUAL BASIC NET

Traffic light or what we call traffic lights is a device that functions to regulate the flow of vehicles on the road. However, as we know, there are still many vehicle users who violate the traffic light signs, especially in areas that lack supervision from the authorities so that many cause accidents or traffic jams. The number of accidents from year to year continues to grow. Congestion occurs everywhere, especially in big cities. One reason is the lack of tolerance between drivers and motorists. They overtook each other not to budge with one another and also not infrequently violated the traffic lights. The author here tries to create a system of monitoring the level of traffic light violations on the highway based on the ATmega16 microcontroller and also displays data on the number of traffic light violations with a graphical display on the computer. Not all objects can be detected accurately and directly, depending on the level of a vehicle. To be able to implement a traffic light monitoring system accurately, we need a communication system and display that is appropriate, reliable and accurate, so that data on violations that occur can be sent accurately and realtime and can be directly observed.Keywords:Monitoring, GUI, Photodiode, Microcontroller, LED, LCD
In-service Quality Indices and Performance Evaluation Indicator System of Engineered Systems: Literature Review

Abstract：To effectively manage operations and maintenance of engineered systems, the key performance indicators of the systems should be quantitatively evaluated and monitored.The systems' performances are usually described by a multi-level indicator framework.A set of directly measureable parameters or variables are located at its bottom, the aggregated indicators are in the middle-levels and the overall in-service quality indices or the like (e.g., health index) are at the top.To clarify the meaning and uses of quality indices and indicator framework, a literature review on them is carried out and relevant issues are discussed.It is found that the overall and comprehensive performance of a system is described by one or more quality indices, and the method to derive the quality indices is multi-criteria analysis.The main applications of the performance evaluation framework and quality indices include health evaluation, monitoring or regulation, issue tracking as well as operation and maintenance decisions.Different from condition monitoring and fault diagnosis, the quality-indices-based performance monitoring and tracking is usually conducted periodically and applicable for monitoring and controlling of overall performances of complex engineered systems as well as mid-long term management of the systems.The reviewed methods and typical case studies have reference meaning to the supervising, operation and maintenance management of complex engineered systems. Key words：engineered systems；performance
Research on the Whole Teaching of Vocal Music Course in College Music Performance

In recent years, with the rapid development of China's higher education, colleges and universities have set up vocal performances.The overall teaching level of vocal music courses in college music performance has an important influence on the development of students' vocal performance and comprehensive quality.However, there are still many problems in the teaching content, methods and methods of vocal performance majors in colleges and universities.In order to cultivate high-quality music talents, vocal music teaching should be reformed.This paper mainly analyzes the current situation of vocal music teaching in music performance and proposes specific reform measures according to relevant issues, in order to effectively improve the overall teaching level of vocal music courses in college music performance and promote students' all-round development.
KOMPARASI ANALISIS PENERIMAAN KARYAWAN MENGGUNAKAN ALGORITMA C4.5, K-NN DAN NAÏVE BAYES BERBASIS PSO

HRD try do the best for recruitment of employes. However, despite the best possible acceptance process, they found the problem where employee is out before end of contract. To fixed this problem, the authors conducted an existing employee acceptance analysis using the PSO algorithm C4.5, K-NN and Naive Bayes in order to reduce the existing turnover rate. And the results of this research produce the best accuracy results using the PSO-based Naive Bayes algorithm with accuracy of 91.25%, precision 88.50,% and recall of 0.94.17% and AUC graph score of 0.903 compared to PSO-based C4.5 algorithm that produces accuracy 86 , 25%, precision 80.83% and recall 68.33% and the AUC 0.530 graph and PSO-based K-NN algorithm which produces accuracy 82.50%, precision 84.33% and 75.00% recall and AUC chart value 0.796
Assistance for Mobile Language Learners

The paper reflects on the evolution of mobile language learning and maps the emerging territory of mobile and smart assistance. The concept of ‘mobile assistance’ is a useful way to frame the ways in which mobile devices and applications can provide ad hoc or ongoing support to language learners inside and outside the classroom. The paper outlines various forms of assistance. As intelligent assistants become increasingly available, the learning landscape continues to evolve. An intelligent assistant might amplify human capabilities, or it might hinder their development. Language learners and their teachers are thus caught up in complex scenarios of newly available technologies that are impacting learning practices.
D1.7 WEKIT Framework & Training Methodology: The WEKIT Framework

The document D1.7 reports on the status of the WEKIT framework as seen by key stakeholders, e.g. self-directed learners, instructional designers, trainers, trainees, managers, application domain experts, standards teams. Building on the methodology described in D1.5, it outlines the work done and progress made so far in the corresponding task of the project. The WEKIT framework guides and supports the development and implementation of the augmented reality platforms for training using experts. It supports the transition of the trainers from the traditional training platform to the WEKIT approach. It also supports the instructional designers in designing the optimal training system using augmented reality and wearable sensors. The framework builds upon a pool of learning design methods for Augmented Reality and Wearable Technology that capture expert performance and make available the expert’s knowledge and experience to trainees. It provides a methodological approach to use these learning design methods for designing an optimal training platform and scaffolds an optimal recording and training methodology. The framework was built and refined by performing an extensive literature review as mentioned in D1.5, expert interviews and through active participation of the WEKIT community and stakeholders. Experts that closely collaborated in the WEKIT project were from three completely different domains namely, Aeronautics engineering, Medical Imaging and Astronaut training. At the same time, the framework is meant to be domain independent and abstract, such that it can be used in different domains for training. The framework itself has been detailed in D1.3 and D1.4. In D1.5, the experts evaluated how well each aspect of the framework was implemented and refined in the wekit.one prototype. During this study, the experts used the recorder and rated statements that corresponded to implementation of the (Transfer Mechanisms) units of the framework. The results showed satisfactory response from the experts. The focus of this document, D1.7, will be on the operationalization of the framework and results from the second WEKIT trial. During the second trial, experts evaluated the expert model (Expert recording) after using the player. The results show satisfactory reactions by the experts. The document will act as a “manual” for future trainers, system designers and researchers. Section 2 of the documents reports on the current status of the framework followed by section 3 on operationalization of the framework. Section 4 of the document reflects on data collected from the recent trials followed by conclusion and future work.
Perancangan Aplikasi Perangkat Lunak Penghapus Folder Dengan Menggunakan Algoritma Network Security Agency (NSA)

Along with technological advances in various fields, as if there was never a death to learn it. From day to day technological advances continue to develop very rapidly which greatly affects human work and much of human work itself has been replaced by computer technology. On the Windows operating system, when deleting a file, the file is not completely erased. This file is only hidden by bleaching the cluster where the file is located. This file can be called back using a special application that can read the location of the file. This can harm the computer user. If the data deleted is data that should not be known to others, then the file must be completely lost from the data storage media. To overcome this problem, it can be used for secure data deletion in the data storage media cluster. The algorithm that can be used to delete a folder is the NSA (Network Security Agency). The NSA method is a method for deleting data by bleaching the data seven times. With seven times of data bleaching, this method is very suitable for safe erasing of data with very little chance of being recovered
The overall efficiency and projection point in network DEA

Data Envelopment Analysis (DEA) is one of the best methods for measuring the efficiency and productivity of Decision Making Units (DMU). Evaluating the efficiency of DMUs which have two or several stages by using the conventional DEA models, is equal to consider them as black box. This method, omits the effect of intermediate measure on efficiency. Therefore, just the first network inputs and the last network outputs will be effected on network efficiency. After solving each DEA model, in order to improving the DMUs efficiency, introduce one efficient market to evaluated DMU is so important. Conventional DEA network models cant ensures that the market of each evaluated is efficient .In this paper, by considering DMUs that have two stages network process, in order to find projection frontier point some models have been proposed. These models after finding the best intermediate product corresponded to each network, found the overall network efficiency and introduce one projection point for each DMU.
Eleanor Lutz: Making Art From Public Data

We asked Eleanor Lutz for an interview upon investigating work she has shared through her Tabletop Whale blog (tabletopwhale.com/). On her blog, Eleanor shares her love of design as applied to the visualization of public datasets. She provides examples and the processes by which her stunning graphics come to fruition, as well as code examples in a notebook format that are useful as a service to the graphics community and her potential collaborators. As we prepared for the interview, we became more and more enamored with her Atlas of Space visualizations-many of which she designed specifically to be printed as wall posters. In this article, we share the insights she shared with us during the interview.
Stimulation Of Linguistic Intelligence through Project Methods

The purpose of the study is to provide an overview and influence of the project method on the stimulation process of linguistic intelligence of children aged 4-5 years at the Bina Karsa Kindergarten in Lampung Province. The research method used is Action Research. Data collection techniques carried out through observation, interview stimulation of linguistic intelligence through project methods. Qualitative descriptive data analysis techniques, namely, a complete description of the process of linguistic intelligence stimulation activities through project methods and quantitative descriptive, the results of the percentage of the effect of the project method on the success of linguistic intelligence stimulation with stages through Cycle 1, Cycle 2 and so on. Samples selected by children aged 4-5 years at Bina Karsa Kindergarten. Sampling through interviews with teachers and direct observation. Linguistic intelligence is the intelligence of language intelligence in processing words or the ability to use words effectively both verbally and in writing. Project method is a project method is one method used to train children's ability to solve problems experienced by children in everyday life. Based on the pre-research results, it can be concluded that stimulation of linguistic intelligence through the activities and use of media in accordance with the activities of linguistic intelligence stimulation, and the method often used is the method of storytelling and play. The method of storytelling is not enough in the stimulation process, a trial using the project method is carried out.
The effects of listening strategy instruction on developing TOEIC listening acquisition for college students

The aim of this paper is to explore the effects of listening strategy used in the instruction of college students while undergoing the TOEIC listening test. It will also discuss relevant and effective learning strategies that can be applied in the classroom. The participants in this study were 70 college students participating in an intensive TOEIC course for a period of four weeks at a college in Gumi. The students were divided into two groups: control(n=33) and experimental (n=37). Three sets of TOEIC test scores and two different questionnaires were used in the testing process. The major results of this study were as follows. First, the students tended to use cognitive strategies rather than metacognative strategies during the TOEIC test. Secondly, the students applied commonly used strategies after the new listening methods were introduced and they considered the strategies in a positive way. Thirdly, the use of different listening strategies resulted in improved listening comprehension scores. Lastly, the listening strategies used did not show a statistical effect on the students listening proficiency. These findings demonstrate that providing effective strategies such as cognitive and metacognitive strategies which were proved as an useful method in listening acquisition will be a good way for students to improve their listening skills.