Reviewerly/exHarmony huggingface dataset:
INTELLIGENT IDENTITY AND ACCESS MANAGEMENT USING NEURAL NETWORKS

Cloud computing ensures easy access to data on multiple form factor devices.It provides the flexibility to connect with business anytime, anywhere.Numerous cloud benefits are accounted for, including reduced information technology costs, infrastructure costs, scalability, business continuity, collaboration efficiency, the flexibility of work practices, and automated updates.These benefits can be utilized only with a strong identity and access management of cloud applications and services.Various challenges of IAM systems include user password fatigue, failure-prone manual provision and deprovisioning, visibility of compliance, isolated user directories for each application, access management across an explosion of browsers and devices, updated application integrations, the variation of administrative models for different applications and lack of knowledge of best practices for optimal utilization of cloud services.So to overcome the challenges, this paper proposes an intelligent identity and access management model trained using neural networks.This model extracts user's file access logs, learn from them, and provides a question based intelligent identification system for user identification, authentication, and authorization of files, and ensures efficient and faster file access.
Research on Adaptive Grouping Method of TSP Path Planning Based on Genetic Algorithm

The traditional adaptive grouping of robot TSP path planning, the calculation of the adaptive function of the algorithm is insufficient, which makes the workload of the adaptive grouping larger, resulting in the data processing time of the grouping too long. Therefore, an adaptive grouping method for TSP path planning based on genetic algorithm is proposed. Firstly establish the TSP grid structure, confirm the path planning environment and working space, and use genetic algorithm to solve the grid structure path. After obtaining the data results, use the fitness function to determine the weight data in the genetic algorithm, and finally establish a mathematical model for self-adaptation Grouping. The feasibility of the above method is verified. The experimental results show that the adaptive grouping method of TSP path planning based on genetic algorithm has shorter processing time for data adaptive grouping, which proves that the method is more effective.
Synthesis of Shielding Radiation Neutron Materials Made from Wood Powder With Variation of Borax Content

Synthesis of Shielding Radiation Neutron Materials Made from Wood Powder with Variation of Borax Content has been carried out as a shield of neutron radiation. The material used as a neutron shield is wood powder added 10%, 20%, 30% and 50% borax with variations in the thickness of each 5 mm, 10 mm, 15 mm, which previously saw wood powder milled with HEM (High Energy Milling ) for 1 hour and mixed with borax using HEM (High Energy Milling) for 1 hour and compacted using a diameter of 25.4 mm with a pressure of 2000 Psi. The results of observations with optical microscopes show that the spread of borax which is less evenly distributed may be due to the type of borax that is used in wood blends that have properties that quickly clot and cannot be evenly mixed with wood. The results of the compressive test using a Universal Tensile Machine tool produced strong for 224 N wood and in the mixture of 50% borax wood which was closest to the strength of wood which was equal to 172 N
Semantic Image Synthesis Manipulation for Stability Problem using Generative Adversarial Networks: A Survey

Semantic image synthesis aims to transfer semantic label maps to photo-realistic images. Despite the significant successes achieved to date by state-of-the-art methods, there is a major gap between the quality of photo-realistic images and the quality of synthesized images. This gap is caused by training stability problems such as diversity of image generation, and the lack of semantic information. Also, this kind of task still poses a significant problem concerning computational time. Furthermore, opening a way to use a consistent and unified loss function for different tasks, datasets, and various generated images will be considerable assistance to tackle the challenges of training stability. In this survey, we discussed the Generative Adversarial Networks (GANs) model because of the ability to synthesize good samples directly. A literature discussion between different methods used to improve the result of GAN have been discussed which aims to produce better results and generate more samples. Moreover, a combination of different techniques from different fields was discussed.
KONTRIBUSI PEMAHAMAN TEKS PROSEDUR TERHADAP KETERAMPILAN MENULIS TEKS PROSEDUR SISWA KELAS VII SMP NEGERI 10 PADANG

ABSTRACT This article reveals the contribution of skills reading comprehension text procedure to writing skills text description grade students VII SMP Negeri Padang 10. The purpose of this research there are three. First, it describes the skills of reading comprehension text procedure grade VII SMP Negeri 10 field. Second, it describes the writing skills text procedure grade VII SMP Negeri 10 field. Third, describing the contribution of the intermediate reading comprehension text procedure against writing skills text procedure grade VII SMP Negeri 10 field. This research type is quantitative descriptive method. The design used in this research is the design contribution. This research population is grade VII SMP Negeri Padang are registered on the 12th school year 2018/2019.The sample in this research are determined by proportional random sampling of 20% of the population, 54 students. Research data is a score test results intermediate reading comprehension text procedure and score the writing skills test result text procedure. The data obtained through two types of tests objective tests to measure the skills of reading comprehension text procedure and performance tests to measure the skills of writing a text procedure. The results of the research there are three. First, the skills of reading comprehension text procedure grade VII SMP Negeri Padang 10 are on good qualifications (B) by the value of the average 80.09. Second, the skills of writing text procedure grade VII SMP Negeri Padang 10 are on good qualifications (B) with an average of 80.71. Third, there is a contribution of reading skills in the procedure of text to the skills of writing procedure texts of class grade VII SMP Negeri Padang 10 at 51,55% Kata kunci: Membaca Pemahaman, Menulis Teks Prosedur
SURVIVING MENTALLY THROUGHOUT COVID-19: A METADISCOURSE ANALYSIS OF A PERSONAL BLOG

Metadiscourse is a common tool in understanding how a writer or speaker adopt the linguistic approach to project himself or herself in the discourse which was created by them. It portrays the attitude of the writer towards their own content and also the intended audience of the discourse. There have been various numbers of metadiscourse research in different genres such as academic writing, newspaper articles, education materials and scientific papers, however there are limited research perform on online or virtual metadiscourse, particularly weblogs or blogs. Numerous applications have been built on the Internet to encourage blogging and blogs are positioned as genre of a computer-mediated communication which can be analyzed in both structure and content forms. This paper demonstrates how a focus on language can provide insights to understand the metadiscourse in a personal blog. The personal blog selected was an article on mental wellbeing management during COVID-19. Hyland’s (2005) model was applied to explore the metadiscourse frequency and examine the usage of interactive and interactional markers. The results show that there is a greater use of interactional than interactive markers whereby self-mentions, engagement markers and hedges were mostly used followed by attitude markers and boosters. There is only one dominant interactive marker discovered in the article which was transitions. In conclusion, it can be inferred that there is much evidence that metadiscourse markers are being used in personal blog and the tendency of higher interactional resources used, rather than interactive resources denote that there is a difference in metadiscourse in an informal article compared to academic or scientific writing and that itself is a study that is worth to be explored further. Article visualizations:
PERANCANGAN SISTEM INFORMASI KEUANGAN PADA UNIT KOPERASI SIMPAN PINJAM

Research by the author at Cooperative Center District aims to determine the presence of data processing system finance especially in terms of savings and loans, installment loans and data processing cooperative members that was running at Cooperative Center District. Therefore, by implementing a new system that can optimize data processing system of finance in the savings and loans unit and can improve employee performances and improve the quality of higher cooperative. The research was conducted by collecting data, direct observation, and laboratory research in designing computer programs and the preparation of reports. The importance of the conclusion, with this new system will be able to assist the employee in performing data processing of finance in the savings and loans unit Cooperative Center and can provide information and reports quickly and as required.&#x0D;
Features of improving the quality of chemistry lessons through virtual laboratories

As you know, improving the education system of students in the learning process has become one of the fundamental problems of modern Soviet pedagogy and psychology and didactics, and in the context of scientific and technological progress and the transformation of the public education system, it is of particular importance. It is especially important that the school teaches not only to give specific knowledge, but also to draw conclusions, make decisions, conduct research based on this knowledge, i.e. to form creative thinking skills. Much attention is paid to the content of the subject of chemistry, technical equipment and methods of organizing laboratory work in scientific and methodological, psychological and pedagogical research literature. The main role in the study of chemistry is played by chemical laboratories, which are an integral part of the educational process. Laboratories are divided into several types depending on the area of application. One of them is virtual laboratories. Using virtual laboratories, logical generalization and visual refinement of the course of training. Application of effective methods and techniques for working with modern software in creating virtual laboratories. Its special feature is that it analyzes problems with other laboratory work.
KECERDASAN VERBAL LINGUISTIK PADA PENERAPAN DUA BAHASA DALAM PEMBELAJARAN DI SEKOLAH DASAR NAHDLATUL ULAMA KRATON KENCONG JEMBER

The bilingual program is a language intelligence improvement program having a focus to use two languages in the teaching and learning activities at school. This article aims to describe the listening, speaking, reading, and writing skills of students in the application of two languages in elementary schools learning. This study was carried out at the Nahdlatul Ulama Elementary School in Kraton, Kencong Jember. The approach used in this study is qualitative with the type of case study research. Purposive method was used in subject selection. The data were collected through observation, interviews, and documentation. The data was analyzed by using the interactive analysis of the Miles and Huberman models which consisted of data condensation, data presentation, and drawing conclusion. The validity of the data was checked through triangulation of sources and techniques. The results of this study indicate that: (1) The students’ listening ability was done interactively in grades one and two which can be categorized as excellence: (2) The ability to speak interactively of students in grade one is carried out by role playing activities and in grade two is carried out by discussing activities about attitudes towards friends and presenting the results of the discussion in front of the class. (3) The reading ability of students is implemented in learning through reading aloud. (4) Students' writing skills are carried out through reviewing activities or summarizing using imaginative strategies.
THE ROLE OF “IMAGINATION” IN THE PROCESS OF “CREATIVE THINKING”.DEVELOPING STUDENTS’ “IMAGINATION” AND “CREATIVE THINKING” SKILLS IN TEACHING PHYSICS

The article discusses the necessity of professionals with “creative thinking” skills and the dependence of “imagination” and “creative thinking. The role of “Imagination” in psychology, its mechanism of formation in the human brain and its scientific perception of food are discussed.&#x0D; The possibilities of developing “imagination” were explored. Students are recommended to use the Mind Map as a productive way to develop their “imagination” and therefore “creative thinking” skills. For this purpose, “the mind map of the imagination” was given. The importance of the role of "imagination" in the study of natural sciences, especially physics, and the use of mind maps in the study of these sciences can be an effective way to develop students' "imagination" and "creative thinking" skills is shown.&#x0D; The article discusses the "Mind Map of the First Law of Thermodynamics" and its role in the study of physical processes, as well as in the formation of "creative thinking" skills in students. This is the first time that Mind Maps have been published
Study of SVM algorithm for Data Mining in Big Data

Data mining is a process which finds useful patterns from large amount of data.These days, there are an excessive number of Data Mining Algorithms present. Support Vector Machine (SVM) is assuming a crucial function as it gives strategies so as to acquire brings about a viable route and with an elevated level of value. In this paper, we examine about the function of SVM calculation in large information from information mining viewpoint undertakings like order, bunching, expectation, estimating and others applications. In current situation world is comprised of "huge information". The principle point of this paper is to unmistakably comprehend the premise of SVM procedures in different zones. In our perspective, we have assessed the quantity of exploration distributions that have been advanced in various rumored diaries for the information mining applications and furthermore recommended a potential number of issues of SVM.
KONTRIBUSI KETERAMPILAN MEMBACA PEMAHAMAN TEKS EKSPOSISI TERHADAP KETERAMPILAN MENULIS TEKS EKSPOSISI SISWA KELAS VIII SMP NEGERI 2 PADANG PANJANG

ABSTRACT This article reveals the contribution of skills reading comprehension text exposition to writing skills text description grade students VIII SMP Negeri Padang Panjang 2.. This research type is quantitative descriptive method. The design used in this research is the design contribution. This research population is grade VIII SMP Negeri 2 Padang Panjang are registered on the 12th school year 2018/2019, i.e. as many as 156 students. The sample in this research are determined by proportional random sampling of 25% of the population, i.e. 40 students. Research data is a score test results intermediate reading comprehension text exposition and score the writing skills test result text exposition. The data obtained through two types of tests i.e. objective tests to measure the skills of reading comprehension text exposition and performance tests to measure the skills of writing a text exposition. The results of the research there are three. First, the skills of reading comprehension text exposition grade VIII SMP Negeri Padang Panjang 2 are on good qualifications (B) by the value of the average 79.39. Second, the skills of writing text exposition grade VIII SMP Negeri Padang Panjang 2 are on good qualifications (B) with an average of 80.23. Third, there is a contribution of reading skills in the description of text to the skills of writing exposition texts of class grade VIII SMP Negeri Padang Panjang 2 at 76,39%. Kata kunci: Kontribusi, Keterampilan, Membaca Pemahaman, Menulis, Teks Eksposisi
PENGARUH MODEL DISCOVERY LEARNING TERHADAP KETERAMPILAN MENULIS TEKS FABEL SISWA KELAS VII SMP NEGERI 4 PARIAMAN

ABSTRACT The purpose of this study is three. First, describing fable text writing skills of class VII students of SMP Negeri 4 Pariaman before using discovery learning models. Secondly, describing fable text writing skills of class VII students of SMP Negeri 4 Pariaman after using discovery learning models. Third, analyze the influence of the use of discovery learning models on fable text writing skills of class VII students of SMP Negeri 4 Pariaman. this type of research is quantitative research with experimental methods. The design of this study was the design of one group pretest and posttest. The population of this study was the seventh grade students of SMP Negeri 4 Pariaman which amounted to 184 people scattered in six classes. The data of this study is the score of the results of the fable text writing skills test before and after using the discovery learning model. the instrument of this research is the performance test. The results of this study are three, namely as follows. First, fable text writing skills before using the discovery learning model, class VII students of SMP Negeri 4 Pariaman are in a sufficient qualification (C) with an average value of 58.18. Second, fable text writing skills after using the discovery learning model, class VII students of SMP Negeri 4 Pariaman are in the qualification of More Than Enough (LdC) with an average value of 68.60. Third, based on the t-test at the level of 0.95 obtained tcount&gt; t table (2.90&gt; 1.70). Based on the results of the study, it was concluded that the discovery learning model can be used as a model problem in learning to write fable text. Kata kunci: Pengaruh, Discovery Learning, Teks fabel
Whale Optimization Algorithm Bat Chaotic Map Multi Frekuensi for Finding Optimum Value

Optimization is one of the most interesting things in life. Metaheuristic is a method of optimization that tries to balance randomization and local search. Whale Optimization Algorithm (WOA) is a metaheuristic method that is inspired by the hunting behavior of humpback whales. WOA is very competitive compared to other metaheuristic algorithms, but WOA is easily trapped in a local optimum due to the use of encircling mechanism in its search space resulting in low performance. In this research, the WOA algorithm is combined with the BAT chaotic map multi-frequency (BCM) algorithm. This method is done by inserting the BCM algorithm in the WOA search phase. The experiment was carried out with 23 benchmarks test functions which were run 30 times continuously with the help of Matlab R2012a. The experimental results show that the WOABCM algorithm is able to outperform the WOA and WOABAT algorithms in most of the benchmark test functions. The increase of performance in the average of optimum value of WOABCM when compared to WOA is 2.27x10 ^ 3.
FORMATION OF CREATIVE COMPETENCE OF THE FUTURE TEACHER OF MUSIC ART IN THE PROFESSIONAL TRAINING PROCESS

The problem of necessity and importance of formation of creative competence of the future teacher of music art in the process of professional preparation is outlined in the article. The peculiarities of the competence approach to the organization of educational process in higher education institutions are presented. The purpose of the article is to carry out a theoretical analysis of the problem of creative competence of a future music teacher, to determine the essence of the concept of "creative competence", to distinguish the characteristic features of creative competence. In the process of scientific search it is offered to understand the creative competence of the future teacher of music art as an integrated professional-personal characteristic, which will ensure the effectiveness of professional activity in typical and extraordinary situations of music-pedagogical reality, productively using their own creative potential.: opportunity to see and outline the problem; ability to act in non-template situations; ability to find new solutions; realization of creative potential; activation of creative abilities; readiness for innovation; openness to the new, adaptability. The content of the creative competence of the future teacher of music art, which is a multifaceted combination of internal processes and external characteristic manifestations of the creative personality, is outlined. It has been found that the formation of creative competence of a future music teacher will promote the development of skilled professionals with high creativity and willingness to creatively perform professional activities, the ability to go beyond standard activities, carrying out innovative processes.
Implementasi Algoritma Linear Congruent Method Pada Pengacakan Soal Kuis dalam Aplikasi Mobile Learning Anemia Berbasis Android (MobiliA)

Anemia is a lack of blood condition with reduction in hemoglobin as one of indicator. According to data from the Basic Health Research in 2013, the prevalence of anemia sufferers in Indonesia was high at 37.1%. The figure was almost close to severe public health problems with an anemia prevalence limit of more than 40%. However, this was not accompanied by low public knowledge about anemia.Therefore, researcher created an anemia mobile learning application based on android to increase people knowledge about anemia in everytime. There were quizzes randomly issued using the Linear Congruent Method algorithm. Linear Congruent Method algorithm, which was an algorithm that produced random permutations from a finite set. Testing Linear Congruent Method (LCM) algorithm was able to produce an effective randomization problem, where there was no repetition of the same value if the value of the declared variable meets the determination parameters of the existing LCM Algorithm i.e. the increment value and modulus must be relatively prime.
Optimization using Bacterial Foraging based algorithm for proficient communication

In today’s era each and every company is toiling to produce the optimize outcome. Optimization is the key decision theory for numerous purposes to infer an important outcome. The goal and aim of every engineering application is to produce the amenities which can be optimized for efficient and proficient communication. Evolutionary computation is one of the most preferred theories which use any scientific, mathematical or logical means regarding optimized results in different operations. A novel scheme for optimization of numerous problems using bacterial foraging based heuristic techniques is discussed in this paper. The power of proposed methodology is illustrated with the help of flow diagram.