Reviewerly/exHarmony huggingface dataset:
Designing a Hybrid Datacenter

To understand what goes into a hybrid datacenter, you must first have a clear understanding of both public and private clouds. Both cloud types provide a variety of benefits over the traditional datacenter virtualization model. Cloud computing, in its most basic form, is the separation of the workload from the hardware (which virtualization does) and the operating systems and applications. This separation can exist on a single server at various levels—such as websites, SQL Server database instances, or the network layer—by using software-defined networking (SDN). Connecting to a cloud service provider (CSP) allows an organization to use the geographic distribution of cloud services to their advantage, without having to invest in real estate or the back-end processes associated with the acquisition, deployment, depreciation, updating, and retirement of the physical assets that make up the CSP infrastructure.
Subject Guides: PSYC 465 (Clark-Foos): Experimental Psychology: Read & Analyze Your Articles

Research Help & Resources for Dr. Clark-Foos' section of the PSYC 465 course How to analyze and understand journal articles
Course Selection by Machine Learning

A module to recommend various courses on the basis of learning outcomes and student selection. Students choose specific courses of study because of their interests and possible future development upon graduation. It is a unique form of student counseling that proposes a variety of student strategies and resources for developing skills and knowledge. It collects course information and commends them according to their students' preferences, interests and needs. Choosing the wrong subjects means the discrepancy between the student's understanding, power and personal interest. Problems arise when a student is not interested in the course that is not well matched with the student's ability. In this module, the system assesses the power of psychometric tests and is based on their previous learning outcomes. Incorporating all aspects, a decision is made as to which courses should be recommended by the learner. Faculty, teaching staff or parents cannot always advise their students because of the workload. So it's nice to have some kind of smart complimentary tools that need to be made to help them. Keywords: Electrotechnology, physics of microgravity, recommender systems, semantic web, propulsion and combustion
HUBUNGAN LITERASI DINI TERHADAP KEMAMPUAN MEMBACA SISWA KELAS II SDN DI GUGUS II KECAMATAN CAKRANEGARA TAHUN PELAJARAN 2019/2020

This study aims to identify early literacy given by parents to kids, identify students reading abilities and identify the presence or absence of early literacy relationships with the reading ability of class II students at Cluster 02 Cakranegara Academic Year 2019/2020 and what the level of the relationship is. This type of research is correlational. The population in this study is 100 scattered from three schools. Data collection used was a questionnaire and observation method with instruments in the form of questionnaires and rubrics. The data in this study use a Likert scale with interval data types. The results of identification of early literacy and the results of students' reading ability show in the category of sufficient and good and hypothesis testing in this study used the Product Moment formula. The results of data analysis showed N = 100 at a significance of 5%, the results obtained 0.826 ()> 0.195 (), then the proposed hypothesis () was accepted. So, there is a relationship between early literacy and the ability to read in class II Cluster 02 Cakranegara Academic Year 2019/20120. Suggestions are proposed so that related parties such as parents, schools, and teachers pay more attention to pre-school literacy in order to prepare the basis of good reading skills for school-aged children.
Comparative Analysis of Machine Learning Algorithms for classification about Stunting Genesis

Background The use of machine learning is very much needed for health experts as data and information processing to make it easier to analyse automatically so as to produce accuracy in solving problems, application of machine learning with comparative 3 algorithms to solve stunting problems because
LibGuides: Website Research: Open Access Resources

Content adapted from the guide Website Research by Rebecca Hill Renirie, Central Michigan University Libraries, retrieved from https://libguides.cmich.edu/web_research
Creating Build Pipelines –Classic-Queuing, Debugging, Task Groups, Artifacts, and Import/Export Options

We have discussed many useful features of Azure build pipelines in the previous two chapters. In them we talked about how we can set up a build pipeline using build tasks, variables, build job options, usage of different source control systems with builds, using builds to protect branches, and several other options and features.
Implementation of Forward Chaining Method to Detect User Criteria in Using Smartphone

Indonesia was the big fifth smartphone user in the world, smartphone user always increase signed by the increasing internet user. This research was conducting to know the users necessary to buy smartphone based on their characteristic. Forward chaining method was using rule base and "if then" principle, which is provide convenience to search. This research was using three criterias and three costs range. The three criterias was consisted by hobby, job and social networking. Each of criteria has four questions that users have to answer. The forward chaining method was implemented to the system by PHP programming language and database MySql. The test was resulting about 21 matching data which was conducting the test by the rule base system implementation. These 21 data was matching by the rule base and give the accuracy about 100%.
Quality assessment of university students training

Focus on the quality of education is a priority of the state program of the Russian Federation "Development of education" (approved by the RF government decree of December 26, 2017 № 1642).The main activities of the direction "Improving the management of the education system" of this program include measures to implement mechanisms for evaluating and ensuring the quality of education in accordance with state educational standards.Assessment of the quality of education in the universities is determined by the necessity of the competence orientation of the educational process and its content, technology implementation, re-evaluation procedures, technologies and tools to assess the quality of training students within the framework of the competence-oriented educational standards.The article deals with the problem of evaluating the quality of training of students of higher educational institutions.The definition of the concept of quality of education from the point of view of stakeholders is given.The article presents a method for evaluating the formation of learning outcomes based on a two-criteria approach (competence and disciplinary).The main criteria for evaluating the formation of learning outcomes are highlighted.The results of testing the methodology in one of the areas of training are considered.To study the level of competence formation, a scale of assessment of competence formation (the stage of competence formation) is proposed.The results of testing the methodology for evaluating the formed learning results presented in the article can be useful for interested persons who are directly involved in the process of designing, developing and implementing educational programs, as well as in making methodological and managerial decisions aimed at improving the quality of education.
THE USE OF ICT FOR THE ASSESSMENT OF STUDENTS` KEY COMPETENCES

This paper aims to provide an overview of different approaches to evaluate students’ contribution towards the lesson and understand how Information and Communication Technologies (ICT) can contribute to the assessment formats of students and let them discover new skills and attitudes since they are represented in an authentic style to be assessed, in a way to support both teachers and learners in developing each individual`s competence development
Reading literacy of Ukrainian pupils: highlights of PISA-2018

In the article the author analyzes the key problems of quality and monitoring of education in Ukraine. Monitoring is seen as one of the modern mechanisms for ensuring the quality of education. The PISA-2018 international monitoring program is considered by the author as an opportunity to make a real assessment of the results of Ukrainian pupils in comparison with the achievements of peers from other countries. Monitoring helps to define the strategy of changes in educational policy, brings the quality of education closer to world standards. Based on the monitoring studies, the development of the country’s education in the process of integration into the world educational space is projected. The article identifies PISA’s objectives for Ukraine. The choice of such areas for monitoring the quality of education as reading, mathematics, and natural sciences is substantiated. In the article the author focuses her attention on such areas as readers’ literacy. The state of research of problems of quality of education and monitoring by foreign and domestic scientists is analyzed. The main part of the article reveals the purpose of reading, its main characteristics, requirements for this type of speech activity. The focus is on the features of reading in a digital society. In view of this, the school’s mission has been clarified. Among other things, the author outlines the categorical apparatus of literacy, traces the evolution of literacy and the emergence of new concepts related to literacy, draws readers’ attention to the differences between the terminology of PISA-2018 and terminology in circulation in Ukrainian science. The author proposes the problem of polysemiotics of the global educational space for separate consideration. The texts, test tasks and results of their fulfillment by Ukrainian students are analyzed. Factors of influence on the quality of formation and display of skills that determine the level of reading literacy have been clarified. The conclusions drawn from the monitoring materials are formulated and recommendations are given to improve students’ reading competence.
Introduction to User Research

This introductory chapter defines user research and aims to give you some background information on the origins of the term to put it in better context. We’ll then review the roles and skill sets of user researchers, taking into consideration their level of experience, followed by an overview of how to become a user researcher today and the training available for that role. Finally, we’ll look at the benefits of user research and why and when companies should integrate it into their product development life cycle.
Сдвиговый спекл-интерферометр с квадролинзой

The paper proposes a new optical element – Quad lens, which is used as part of a shearing speckle interferometer (sherograph) to provide measurements of stress-strain states of objects simultaneously in two mutually perpendicular directions. Quad lens consists of four identical sections cut from the original round lenses and spaced from each other to form a gap. Quad lens creates four images of an object that are offset relative to the optical axis by a distance that depends on the size of the gaps between the sectors. Phase recovery from a single speckle interferogram is performed using the spatial phase shift method based on the Fourier transform. To increase the contrast of interference bands, an aperture diaphragm with four holes is installed in front of quad lens sectors, and polarizing channel isolation can be used to separate channels and reduce the influence of cross interference. Experimental results of using a speckle interferometer with quad lens for the study of microdeformation of a round membrane are presented.
Concept-Driven Visual Analytics: an Exploratory Study of Model- and Hypothesis-Based Reasoning with Visualizations

Visualization tools facilitate exploratory data analysis, but fall short at supporting hypothesis-based reasoning. We conducted an exploratory study to investigate how visualizations might support a concept-driven analysis style, where users can optionally share their hypotheses and conceptual models in natural language, and receive customized plots depicting the fit of their models to the data. We report on how participants leveraged these unique affordances for visual analysis. We found that a majority of participants articulated meaningful models and predictions, utilizing them as entry points to sensemaking. We contribute an abstract typology representing the types of models participants held and externalized as data expectations. Our findings suggest ways for rearchitecting visual analytics tools to better support hypothesis- and model-based reasoning, in addition to their traditional role in exploratory analysis. We discuss the design implications and reflect on the potential benefits and challenges involved.
Utilization and Cost based Performance Evaluation of Conventional Meta-Heuristic Scheduling Algorithms for Hybrid Cloud Environment

Cloud computing has gained a lot of popularity in recent times for the execution of data intensive or compute intensive tasks by scheduling them on cloud resources. Cloud architecture offers a huge pool of sharable resources that is easily accessible over internet through anywhere and also supports the pay per use model for its resources. However, scheduling tasks to cloud resources is a risky and challenging task as there are lot of QoS constraints associated with it.Also, the dynamic nature of the cloud makes the problem even more challenging.This article has tried to explore the four conventional meta-heuristic task scheduling algorithms, BSO, PSO, GA and DE; and, presented a statistical evaluation of the performance of these algorithms based on two parameters, utilization and cost.The results obtained are tabularly listed and graphically explained for better understanding.
Human Capital Development Income Inequality and Economic Growth

This paper examined the relationship among human capital development, income inequality and economic growth in Nigeria and  how human capital development transmit shocks to economic growth using government expenditures on education and health and secondary school enrolment as proxies for human capital development and Gini coefficient as proxy for income inequality over the period of 1980-2016. Data for the study were sourced from the World Development Indicators (WDI). The Auto Regressive Distributed Lag (ARDL)  and Vector Auto Regression(VAR)  were used as the estimation techniques .The results from the ARDL showed that ,there exist a long and short term co-movement among human capital development, income inequality and economic growth during the period under review .Also the result from the VAR revealed a standard deviation shock from income inequality exerted a  negative and significant impact on secondary school  enrolment while other variables like  government expenditure on education and government expenditure health exerted  a positive and significant impact.  Thus, in order to reduce income inequality and increase economic opportunities to all citizens, Nigeria government and policy makers need to allocate adequate resources in developing human capital as this will enhance economic growth in the country.
IMPROVING KNOWLEDGE TRANSFER IN SIMULATION GAMES BASED ON COGNITIVE LOAD THEORY

The aim of this paper is to develop a framework for case study teaching with the combined measurement of the student`s cognitive load supporting by an integrated learning management system.Therefore, the authors have implemented some pre-studies and collected lots of experience before establishing this particular, on literature-based, framework how the case-based teaching could be transferred to a new digitalization level.The motivation therefore is based on the lecture topics of the authors and the curricula they are teaching in bachelor and master classes.All necessary theoretical background information as well as the in details explained framework of how to implement the correct setting is explained in this paper.
Education in a Democratic Society: A Methodological Classic for Teachers and Students

It is obvious that education thrives in an environment of freedom, which is democracy. Unfortunately, teachers sometime seem to treat students as passive recipients of knowledge. This trend makes students dummy learners, instead of making them construct their knowledge in interaction with the environment by reorganizing their mental structures. In that idyll, this paper, Education in a Democratic Society: A Methodological Classic for Teachers and Students is an apologia on the thrills of education in a democratic society. It encourages appropriate teaching methodology in a teaching/learning process. Understanding that holistic education undergoes the processes of policy enactment/implementation, administration, teaching and learning, with a constructivist mien, this paper x-rays the educational roles of teachers and students in a democratic society. Using constructive learning methodology, this paper emphasizes knowledge construction instead of knowledge acquisition.Keywords: Education, Democratic, Teachers, Students, Society
MOTIVATION OF UNIVERSITY STUDENTS AND ITS CULTIVATION

The intention of the paper is given to the motivation of university students and the way of influence it intentionally and unintentionally. The academic motivation of students represents the power of conviction, dedicated energy, enthusiasm, zeal toward their academic performance, but also various urges to reject unwanted conditions, the need to actively avoid potential losses and failures, etc. It is formed by many factors, events, tools and situations, acting in accordance with dichotomy, i.e. positively and negatively. The empirical part focuses on examining the expected effectiveness or significance of motivational tools versus the frequency of motivational tools really applied towards students. The results of a survey conducted on a sample of 142 students from the University of Žilina, Slovakia, show that there is a disproportion between the potentially most effective motivators and/versus actually applied motivators. In addition, university teachers utilize a largely unchangeable, stable spectrum of motivators to students, while not reflecting on the change in students’ motivation or expectations. Since student motivation is part of a broader system of overall academic motivation, it is desirable to systematically enhance it and thus contribute to the overall academic success of university
Azure AppDev Services Overview

The audience for this chapter includes business executives and technology decision-makers who want a quick overview of developer topics. This chapter connects the Azure developer services that span across the geographic regions of Azure datacenters. It overviews application development services in Microsoft Azure, making decisions for creating cloud applications, and how Azure supports code using popular programming languages.
Modern Architectures for Core Computer Vision on Videos

Over the last half decade, the computer vision field has made huge strides on core image understanding tasks such as object recognition, detection, segmentation and keypoint estimation - today these are technologies that are ubiquitously available to everyday consumers. However, video understanding technology is relatively less pervasive as computer vision models must deal with more difficult appearance, less labeled data, and computational challenges. In this talk, I will cover some of what I consider to be the core challenges of computer vision for video understanding, discussing these in the context of several recent research projects by the Perception team at Google.
Collaborative Learning Approach Towards Students’ Reading Comprehension; Does It Have Any Effect?

This research was aimed to find out the effect of Collaborative Learning Approach towards students’ reading comprehension at MA Darunnajah Al-Falah Telagawaru in academic year 2018/2019. This research was pre experimental research with one group pre-test and post-test design. The sample was taken from all population of the second grade students of MA Darunnajah Al-Falah Telagawaru which consisted of 23 students. The students were treated by using Collaborative Learning Approach. The instrument of collecting the data used reading test that consisted of 25 items in form multiple choice. The result of technique of data analysis showed that the value of sig two tailed was 0.000. It meant that, the value of t-test was lower than the significance level (0.000 &lt; 0.05), indicated that the alternative hypothesis (Ha) was accepted and the null hypothesis was rejected. Thus, it can be concluded that Collaborative Learning Approach is an appropriate and effective approach for teaching reading because, it has a significant effect towards students’ reading comprehension at MA Darunnajah Al-Falah Telagawaru in Academic Year 2018/2019.
Application of K-Means Clustering in Mapping of Central Java Crime Area

&lt;p&gt;Crimes occur in many places and cause complex problems that have widespread impacts on all levels of society. Crime is related to several factors including crime index, the ratio of the number of police to the population, population density and poverty rates. In this study trying to develop an information system that is able to display and map crime-prone areas in Central Java. Based on these factors, it is used to classify regions in Central Java, namely the category of safe, quite vulnerable, vulnerable and very vulnerable. &lt;em&gt;K&lt;/em&gt;-Means clustering method, is very suitable to be used in predicting and grouping which areas are included in the 4 categories. The formulation of the problem is to find out areas prone to crime in Central Java. Based on the results, there are 11 regions with safe categories, 4 areas with quite vulnerable categories, 13 regions with vulnerable categories and 6 regions with very vulnerable categories.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Keywords&lt;/strong&gt;&lt;strong&gt; : &lt;/strong&gt;&lt;em&gt;K&lt;/em&gt;-Means clustering, mapping, Central Java, criminality, crime area.&lt;/p&gt;
New approach for data encrypted and hiding by EMD method

The research aims to conduct an encryption process for the entered text using a proposed method of encryption called Merge Substitution Transposition MST based on a suggested table of letters in order to combine the two methods of compensation and substitution and using the method of Exploiting Modification Direction EMD which is considered one of the modern methods and adopted as an efficient method of masking methods in order to hide the text The encoder entered into the system and includes this data inside the image and sends it to the recipient, then the system acts as a receiver for the transmitted image in order to decode the embedding and get the cipher text and perform the decoding process and get the original text.The RGB Image color system was worked on, and the proposed algorithm was applied using the MATLAB language, and the proposed algorithm was achieved, as the results were good by using efficiency measures represented by (PSNR, MSE) on color images, and the entire text was retrieved.
Ajax Based Exam Engine with Tagging System to Improve Learning

In this paper, we propose exam engine software with tagging system to help students’ study. With this tagging system, they can analyze their subject learning through exam they have done from time to time. When the students see their reports, the students will decide which subjects are low in grade and should be re-studied. We use AJAX technology to enrich the user experience of this exam engine. After we test all feature with unit testing, this exam engine is proven to runs well and do benefits for students.