Reviewerly/exHarmony huggingface dataset:
Implementation of Data Mining Using Naïve Bayes Classification Method To Predict Participation of Governor And Vocational Governor Selection In Jemirahan Village, Jabon District

General Election (ELECTION) is an important political event to determine a leader in a democratic country. The General Election (ELECTION) in East Java which was held on 27 June 2018 yesterday was the election of the Governor and Deputy Governor for the 2019-2024 period. There are two pairs of candidates for Governor and Deputy Governor. Through the General Election (ELECTION) then all parties can be accommodated what they want and aspire to so that a better life can be realized. The community is the determining component of the success or failure of an Election. Therefore, in this study the researcher wanted to examine how the electoral participation in Jemirahan Village, Jabon District by using the classification method, the Naïve Bayes algorithm. To predict the participation of the General Election (PEMILU) in Jemirahan Village, Jabon District, it can be done using the Naïve Bayes Algorithm with 6 predefined variables. The results of the prediction of election participation from the dataset taken were 300 data divided by 2, as many as 65% of 195 training data and 35% of 105 data testing.
Description of Adolescent Understanding at SMK Negeri 9 Padang on the Dangers of Drug Abuse

Drug abuse in adolescents is increasingly margined, drug abuse can cause a variety of negative impacts. Understanding is one of the most important aspects in the prevention of drug abuse. This research aims to determine the understanding of adolescents in SMK Negeri 9 Padang on the Dangers of Drug Abuse. This research uses quantitative descriptive methods. The population of this research was 435 students of class X of SMK Negeri 9 Padang. The research sample was 204 students. Based on research results 145 students (71%) Have an understanding of the dangers of drugs in the sufficient category, 55 students (27%) In good category, and 4 students (2%) In the less category. Understanding of students in SMK Negeri 9 Padang, the majority of which are in sufficient category and some students are in the category of less must be sought to be more improved.
Sistem Rekomendasi Profesi Berdasarkan Dimensi Big Five Personality Menggunakan Fuzzy Inference System Tsukamoto

&lt;p&gt;Sistem rekomendasi dapat dimanfaatkan sebagai alat bantu untuk pengambilan keputusan. Pada sebuah perusahaan, sistem rekomendasi profesi bisa digunakan untuk menempatkan seorang karyawan pada posisi yang tepat. Pada penelitian ini diusulkan sistem rekomendasi profesi berdasarkan &lt;em&gt;Big Five Personality traits&lt;/em&gt; yang meliputi &lt;em&gt;Extraversion, Aggreableness, Conscentiousness, Neuroticm, &lt;/em&gt;dan &lt;em&gt;Opennes&lt;/em&gt;. &lt;em&gt;Input&lt;/em&gt; yang digunakan ialah parameter dimensi &lt;em&gt;Big Five Personality&lt;/em&gt; yang dirumuskan oleh John. Metode yang digunakan adalah &lt;em&gt;Fuzzy&lt;/em&gt; &lt;em&gt;Inference System&lt;/em&gt; (FIS) &lt;em&gt;Tsukamoto&lt;/em&gt;. Keakuratan sistem dihitung dengan membandingkan &lt;em&gt;output&lt;/em&gt; sistem dengan dengan acuan &lt;em&gt;Top Ranked Personality - Based Work Styles for 22 Job Families&lt;/em&gt; yang menghasilkan nilai akurasi sebesar 63%.&lt;/p&gt;&lt;p&gt;&lt;em&gt;&lt;strong&gt;Abstract&lt;/strong&gt;&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;em&gt;Recommendation systems can be used as a tool for decision making. In a company, a professional recommendation system can be used to place an employee in the right position. In this study proposed system of professional recommendation based on Big Five Personality traits which includes Extraversion, Aggreableness, Conscentiousness, Neuroticm, and Opennes. The input used is the Big Five Personality dimension parameter formulated by John. The method used is Fuzzy Inference System (FIS) Tsukamoto. The accuracy of the system is calculated by comparing the output of the system with the reference Top Personality - Based Work Styles for 22 Job Families that produce an accuracy score of 63%.&lt;/em&gt;&lt;em&gt;&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;em&gt;&lt;strong&gt;&lt;br /&gt;&lt;/strong&gt;&lt;/em&gt;&lt;/p&gt;
Correction to: DeepLight: light source estimation for augmented reality using deep learning

The spelling of Hannes Kaufmann’s family name was incorrect. The correct wording is given here.
Design and Development of Silent Speech Recognition System for Monitoring of Devices

This project indicates the method of monitoring EMG-based Silent Speech Interfaces include robust, confidential, non-disturbing speech recognition for human-machine interfaces and transmission of articulatory parameters and Our approach to capture silent speech relies on surface Electromyography (EMG), which is the process of recording electrical muscle activity using surface electrodes for example by a mobile telephone for silent human-human communication Keyswords: MATLAB, Arduino, EMG, Feature SSI.I.
PEMBINAAN DAN PENGESAHAN INSTRUMEN PENGETAHUAN, AFEKTIF DAN MOTIVASI GURU SAINS TERHADAP PENGAJARAN DAN PEMBELAJARAN STEM (PAMPDPSTEM)

This study aims to develop and validate an instrument (PAMPDPSTEM) for assessing the knowledge, affective and motivation of science teacher in implementing STEM teaching and learning at secondary school.Based on literatures review and analysis of existing instruments,the constructs were determine and items which contribute to the implementation of STEM teaching and learning were develop.The instrument consists of Soal Selidik Aspek Pengetahuan (SSAP), Soal Selidik Aspek Afektif (SSAA), Soal Selidik Aspek Motivasi (SSAM) and Soal Selidik Tahap Pelaksanaan PdP STEM (SSTP).The instrument content validity has involved four experts.While for construct validity and reliability test, the data was analysed by using the Statistical Package of Social Science (SPSS) software Version 23.0.A total of 104 teachers participated in this study.The factor loading for each item ranges from 0.547 -0.930, while the realibility was within 0.840 -0.930.The validity and reliability results obtained indicate that the instrument is valid and reliable for actual study.
INCLUSIVE EDUCATION ABROAD: PROBLEMS, EXPERIENCE AND PERSPECTIVES

In the article the researchers analyze the foreign experience of the organization and methodology of inclusive education.On the basis of scientific positions of Great Britain, Canada, the USA, Russia and other countries scientists the basic tendencies of development of inclusive education abroad are revealed.Inclusive education is a complex process that requires a certain transformation of the usual way of the educational environment, certain social and educational conditions, which allow essentially implementing different approaches and methods to include people with special educational needs (SEN) in the educational space.In solving this social problem, it is important to improve the quality of professional training of specialists, in particular social pedagogues.It is revealed that important trends of inclusive education abroad are: (1) focus on the formation of an inclusive culture in the educational institution, the development of the philosophy of inclusion in general; (2) coordination of activities of all participants of education, the inclusion of parents in an inclusive educational process for maximum assistance to children with special educational needs; (3) special training of pedagogues to work in conditions of inclusive education and team training; (4) support of an inclusive school by its partners and assistants acting by various public organizations and psychological and pedagogical services; (5) individualization of the educational program for inclusion of children with SEN in the educational process and development of an individual plan of their training.
BIDADARI-BIDADARI SURGA INTRINSIC ELEMENTS: A NOVEL ANALYSIS

Abstract&#x0D; This study aims to describe the intrinsic elements of Tere Liye's Bidadari-bidadari Surga novels. The method used to obtain data in this study is a qualitative descriptive method. Sources of data are excerpts of words, sentences, and discourses found in the novel Bidadari-Bidadari Surga by Tere Liye published by Republika in 2008. Related to the intrinsic elements that build literary works from within, data collection is done by reading data sources and researchers act as instruments. The researcher identifies, classifies, and codifies the data based on the problems studied. The data collection technique of this research uses textual techniques. Data analysis was carried out in a qualitative descriptive manner by reading, identifying, interpreting, and interpreting the data then drawing conclusions. The results of the analysis of this study show that the Bidadari-Bidadari Heaven novels have the theme of kinship and characters who are hard-nosed, not open, willing to sacrifice, kind-hearted, naughty, obedient, not deterred, and hardworking from several figures in the story. This novel is worth reading by teenagers, adults, the elderly and the elderly because this novel has a moral value that is very close to society.
ePerícia: Web and Mobile Computing Environment for Public Forensic Data Management and Collect

Crime in Brazilian society has always been the object of reflection and cause for concern.Based on scientific principles, criminal expertise is one of the first filters in the criminal investigation process.Improvements in the processes of detection, identification, collection, storage and analysis of traces lead to better results in crime prevention and resolution.Thereby, specialized software becomes an indispensable work tool.The ePerícia is a software toolkit that aims to assist in the standard activities of Forensic Analyst and to support decision-making by public security agencies.For crime scene activities, an application developed for mobile platforms enables the registration of a vast amount of related information, replacing the traditional printed forms, as well as location marking, descriptive photographic record, sketches elaboration and events classification.It enables the data management and production of reports descriptive and quantitative and criminal spots to support public security policies development.
Захист електронного документа за допомогою консолідованого підходу до засто- сування електронного цифрового підпису

Modern information systems allow organizations to improve their efficiency, significantly reduce their costs and meet regulatory requirements. A good document management system is often regarded as all that is required, but additional protection measures are also needed to ensure that data is protected from unauthorized access and forgery.The purpose of this article is to modify the algorithms of cryptographic methods of protecting the integrity of a document using an electronic digital signature.Document management systems typically provide security and control access to documents in a controlled environment. However, when a document leaves a secure environment, it is easy to modify it. Unprotected documents do not allow to determine whether the document is authentic, who was the originator and the approver or has it been modified since its creation.The problem of keeping electronic documents from being copied, modified, and forgery requires specific approaches and methods of protection for its solution. One of the most common method of such protection in the world is an electronic digital signature (EDS), which confirms the authenticity, integrity its details and the fact of signing by a specific person of the document with the help of special software.Common encryption methods are based on factorization of large numbers (RSA, DSA, ElGamal) and discrete logarithmization (ECDSA, EdDSA, GOST R 34.10–2012).Each pair of keys consists of a private key and a public key. They are interdependent, but can be used separately. Usually, each pair of keys may belong to a specific key holder. The algorithm works in such a way that it is impossible for third parties to calculate the private key, even if they own the public key.Ref. 13, figure 6, table 3
APNEA: Intelligent Ad-Bidding Using Sentiment Analysis

Online advertising is one of the most lucrative forms of advertising, making it an important channel of advertising media. Contextual Advertising is a type of online display advertising that takes cues from the content of the triggering page and displays advertisements that are relevant to the current context. However, on several occasions, the context may have a negative connotation, and displaying advertisements that are relevant to it might prove to be detrimental to the advertiser. We refer to such a scenario as an unfortunate placement. In this work, we propose APNEA (Ad Positive NEgative Analysis), a light-weight system that uses a sentiment-oriented approach to rank the advertisers such that positively correlated brands are ranked higher than brands that are neutral or negatively correlated. Experiments show that APNEA helps avoid unfortunate placements while maintaining ad-relevance. It outperforms several baselines in terms of accuracy on human-annotated test data while having a lower run-time, which is crucial for real-time bidding systems.
PROPOSING A NEW METHOD FOR ENCRYPTING SATELLITE IMAGES BASED ON HASH FUNCTION AND CHAOS PARAMETERS

Abstract. Due to the importance of providing security in satellite imagery and their transmission, in this paper, a new method for encrypting satellite images based on Hash key-based symmetric cryptographic algorithm is proposed which is developed by combining the generated key and chaos mapping parameters. The benefits of this algorithm are high security, high sensitivity and using dynamic encryption blocks. The proposed algorithm consists of three main parts: in the first section, the encryption key is created using the SHA-512 Hash function. In the second section, the initial values and the parameters of the mapping Chaos are determined by the algebraic functions that are related to the primary key. In the third section, with the help of the encryption block, the encrypted image is finally obtained. The purpose of this article is to increase the security of encrypting satellite images by creating an unspecified encryption block to deal with a variety of attacks. In this regard, both aspects of security and performance of the proposed algorithm have been analysed and the results are evaluated.
Formation of Students’ Logical Thinking within the Multicultural Educational Society

The article focuses on the analysis of the aspects of training of future teachers within the modern multicultural society. The modern process of education is characterized by an interacting process of globalization. The multicultural orientation is reflected in the educational standards of teachers’ preparation. These processes cause reform of the education system for Bachelors and Masters of pedagogical specialties. A modern future teacher should be able to create a dialogue with all the participants of the society and human intercultural relationships within the educational process. The article identifies pedagogical conditions for the effectiveness of the formation of students’ culture of logical thinking. The solutions of the stated goal were provided by a set of methods: systemic interviewing, non-standard tasks, and interactive educational technologies, oriented on the forming of logical skills, testing, questioning, statistical method. The authors of the article offer a number of recommendations for more-effective ways of training future teachers. Special emphasize should be made on the formation of a positive motivational component which is oriented on the realization of personality’s potential abilities and gives the opportunity to form and to develop logical thinking. The article contains the strategy of forming a positive attitude and positive motivational atmosphere within the educational process, the method of non-standard educational work (case study which presents the way of formation multicultural thought, brain-storms, discussions, on-line conferences, mind-maps, etc). The methods of charting, through which students were able to discuss the term or the notion, analyzing positive and negative features, were used for the formation of a culture of logical thinking. Diagnostics of the quality level of students' logical skills by questioning to determine the level of formation of abilities to analyze, to compare, to determine the main idea, to generalize and to make correct conclusions. The strategy, oriented on the creation of a dynamic atmosphere, on the mobilization of the students’ logical thinking is proposed.
Comprehensive content of formative evaluation

The article deals with the issue of formative evaluation, its comprehensive orientation and place in the structure of the content of education. The author draws attention to the need for restructuring the system of educational content in accordance with the changes of the Standard: the requirements for personal and comprehensive results of education, a system-activity approach. The article identifies some deficiencies in the content of education. The author formulates conclusions on the content of the concepts "metasubject" and "comprehensive component of the content of education" based on the analysis of modern concepts of educational content. In the course of a preliminary content analysis of modern scientists' research on formative evaluation, as well as summarising the methods of applying formative evaluation in the learning process, the author identifies the essential characteristics of formative evaluation and proves that they are comparable with metacompetences and they are of metadisciplinary orientation. The author substantiates the idea that formative evaluation is a component of educational content by presenting its didactic model.
Implementation the Knuth Morris Pratt (KMP) Algorithm in Interactive Web Monitoring and Recording Rabbit Reproduction System

Recording and monitoring rabbit reproduction data at Balai Penelitian Ternak (Balitnak) are yet integrated using systematic recording and searching system approach. Thus the purpose of this study is to build an interactive web monitoring and recording rabbit reproduction system as well as implementing the Knuth Morris Pratt (KMP) algorithm in order to provide a reliable search function. This research produced an interactive monitoring of recording rabbit reproduction data which record important information about rabbit codes, dates (mating, palpation, childbirth, 21 days, 35 days), weight (mating, palpation, after giving birth, 21 days, 35 days ), the number of children born alive or dead (giving birth, 21 days, 35 days). The results of the implementation of the KMP algorithm generated a search with a time of 0.015095 milliseconds with an algorithm test based on the search for rabbit names as many as 20 types of rabbits.
Evaluasi Usability Test e-Repository dengan menggunakan Metode Nielsen’s Attributtes of Usability (NAU)

In meeting good software standards, testing of software quality is required. Usability is an aspect of software The purpose of this study is to obtain the usability test evaluation results on AMIK Indonesia's e-Repository with the efficiency and error factor based on the Nielsen's Attributes of Usability (NAU) questionnaire method, so that later it will be made as a suggestion and recommendation for the development of AMIK Indonesia's e-Repository based on the results The test is to improve the quality of the website in the usability aspect. This research method is divided into 4 stages consisting of activities in it, consisting of; 1) Initiation, 2) Pre-User Testing, 3) Pre-User Testing, and 4) Post User Testing. The sample of users was 22 students consisting of Class 2015, 2016, 2017 and 2018 who were active students of AMIK Indonesia. From the results of the achievement of research conducted that the usability test with Nielsen's Attributes of Usability (NAU) model can be applied in finding the quality level of a website. From the test results, the level of success in the UT-7, UT-8, and UT-10 tests with achievements of less than 80% of respondents failed to answer. For success rates above 80% on testing UT-1, UT-2, UT-3, UT-4, UT-5, UT-6, and UT-9. The results of the analysis carried out very satisfying interpretation of 14, Satisfied 1, Satisfied 2, Not Satisfied 1. As for the interpretation of dissatisfaction with questions with the ER14 code and quite satisfied with the ER12 and ER13 codes which are all three dimensions of error.Keywords:Usability, Evaluation, e-Repository, Website Quality, Nielsen's Attributes of Usability (NAU).
Estimation of Global Solar Radiation and Clearness Index in Coast of Gulf of Guinea, Nigeria

The concept of solar energy and its applications in present day would come to be one of the solutions to our Nigerian problem of instability and epileptic power supply. In this study, data for mean monthly sunshine hours and global solar radiation for Ikeja, Lagos state capital (6.580N, 3.320E) were obtained from Nigeria Metrological Agency (NiMeT), Oshodi Lagos, Nigeria and spanned 1996 to 2010. The data for global solar radiation were measured using a Gunn-Bellani radiometer. A linear regression correlation model was developed for Ikeja and other surrounding area in south-western part of Nigeria with similar meteorological conditions. The results of estimated global solar radiation ranged from 5.1 MJm-2 day-1 on average for August and 13.1 MJm-2 day-1 for March for Lagos. The Angstrom constants a and b of Angstrom-type correlation to estimate monthly average global solar radiation was estimated to be 0.25 and 0.63 respectively. The result for global solar radiation were then subjected to statistical tests [MBE, RMSE, MPE] and proved to be good estimates. The value of clearness index was also estimated to range from 0.31 to 0.59 showing Lagos as a partly clear sky city.
Communicative Language Teaching (CLT) through Role Play and Task-Based Instruction

ThisÂ researchÂ focusesÂ onÂ severalÂ aims,Â firstÂ whetherÂ CommunicativeÂ LanguageÂ TeachingÂ (CLT)Â throughÂ RoleÂ PlayÂ andÂ TaskÂ BasedÂ InstructionÂ bestÂ implementedÂ inÂ EnglishÂ learningÂ processÂ inÂ STIEÂ MadaniÂ Balikpapan.SecondÂ itÂ aimsÂ toÂ proveÂ whetherÂ CommunicativeÂ LanguageÂ TeachingÂ (CLT)Â canÂ improveÂ studentsâ€™Â EnglishÂ skillÂ basedÂ onÂ TOEFLÂ score.Â Third,Â itÂ aimsÂ toÂ findÂ outÂ studentsâ€™Â perceptionÂ aboutÂ theÂ implementationÂ ofÂ CommunicativeÂ LanguageÂ TeachingÂ (CLT)Â inÂ EnglishÂ learningÂ processÂ inÂ STIEÂ MadaniÂ Balikpapan.ItÂ isÂ aÂ combinationÂ ofÂ quantitativeÂ andÂ qualitativeÂ researchÂ inÂ whichÂ survey,Â experiment,Â andÂ interviewÂ areÂ doneÂ relatedÂ toÂ theÂ aimsÂ ofÂ theÂ research.Â TheÂ sampleÂ isÂ 37Â studentsÂ fromÂ twoÂ classesÂ thatÂ tookÂ EnglishÂ Practice/TOEFLÂ subjectÂ inÂ academicÂ yearÂ ofÂ 2019-2020.Â TheÂ resultÂ statedÂ thatÂ CommunicativeÂ LanguageÂ TeachingÂ (CLT)Â isÂ bestÂ implementedÂ throughÂ roleÂ playÂ andÂ taskÂ basedÂ instruction.CLTÂ helpsÂ studentsÂ toÂ betterÂ achieveÂ theirÂ TOEFLÂ scoreÂ sinceÂ thereÂ isÂ anÂ increaseÂ betweenÂ theÂ pretestÂ andÂ theÂ post-test.Â ThroughÂ theÂ useÂ ofÂ CommunicativeÂ LanguageÂ TeachingÂ (CLT)Â approachÂ inÂ class,Â studentsÂ feelÂ theyÂ haveÂ interestÂ moreÂ inÂ learningÂ English,Â doÂ notÂ feelÂ afraidÂ inÂ makingÂ mistakeÂ againÂ becauseÂ theyÂ knowÂ theyÂ areÂ stillÂ learning,Â andÂ itÂ helpsÂ themÂ betterÂ inÂ communication.Â CommunicativeÂ LanguageÂ TeachingÂ (CLT)Â isÂ aÂ betterÂ promisingÂ wayÂ ofÂ learningÂ EnglishÂ sinceÂ inÂ whichÂ studentsÂ areÂ practicingÂ EnglishÂ asÂ ifÂ theyÂ areÂ usingÂ itÂ inÂ realÂ situation.FurtherÂ suggestionÂ isÂ thatÂ toÂ makeÂ useÂ ofÂ thisÂ approachÂ inÂ classroomÂ activitiesÂ andÂ encouragesÂ studentsÂ toÂ activelyÂ participateÂ inÂ eachÂ activities,Â whetherÂ inÂ classroomÂ orÂ outsideÂ theÂ classroom.Â