Reviewerly/exHarmony huggingface dataset:
Difusi Bebas 1D dan 2D dengan Monte Carlo: Perbandingan Distribusi Bilangan Random Normal dan Seragam dengan Box-Müller

Many biological processes in the human body are based on the diffusion system. Diffusion is defined as a process of random movement of the particle whose the direction is from high concentrations to low concentrations. Many of various study of diffusion have been done both experimentally and computationally. Because the particle interaction is stochastic, the Monte Carlo (MC) method is used in performing particle simulations. The main of MC method is the use of random numbers. Many software have provided uniform random number generators. But based on the analytic results, the solution is normal distribution. Therefore, Box-Müller can be used as a transformation of particle distribution. The software used, MATLAB, has a normal random generator. Therefore, the aims of this study is comparing particle distribution of these two different random number generator with MATLAB and showing the impact of timestep parameter to these random number generator. This result can be used as based for the modelling of more complex biological systems.
Automated Face Detection And Swapping In Video

Face was used as one of the normal behaviors for identifying humans.It generally stays a challenge to cause a computer framework to carry on like how a human senses things.We have made our application to help and simulate the visualization of a human's imagination of Deep Fake videos.The entire face swapping project is divided into three stages, the first stage extracts the frames from a video file.The Second stage includes face detection and landmark extraction from frames for which we have used the get_frontal_face() and predictor() function of dlib library in Python which tells us whether a face is present in an image and also provides us the landmarks of the facial features.In the third stage, we use Delaunay triangulation and affine transformation to find the triangles by their index values and the coordinates of the triangles then these triangles are matched and swapped from one face to another.Finally, the application will generate frames with swapped faces, which are further combined into a video file.
Influence of New Reading Behavior for Academic Libraries

University libraries have taken big steps towards becoming e-learning resource centers. They have acquired substantial e-learning materials, created electronic format bibliographical records, and have made tremendous efforts to integrate digital libraries with e-learning systems. The shift in the production of books to include electronic versions has made it necessary for librarians to carefully consider the economics of ebook models and the preferences of users to appropriately balance the acquisition of print and electronic formats. In order for collection development and information organization for librarians to justify the adoption for electronic materials, universities libraries need to determine in electronic materials satisfy the information needs of patrons. One method to determine this is to measure electronic materials usage.
Performance Analysis of Search Algorithms on Workstation system

Searching is a common issue in computer science. It is defined as a process in which elements are to be found from a given list. Search algorithms used in daily life for finding values in array or list, data retrieving, finding passwords and combinations, etc.In the past, many search algorithms have been introduced and existing ones have been improved keeping a view of performance in terms of time and space complexity.Search algorithms are defined based on their framework. Well-known types of search algorithms are binary, linear, jump, and interpolation search.Binary search (interval, logarithmic search) is defined as a search algorithm, which finds the position of an element or target value within a sorted array;linearsearch (sequential search) is a search over the list of items in a sequential way (step-by-step process). Jump search focuses on fewer elements by jumping (skipping) to the next elements in fixed steps while Interpolation search is an improvement over binary search may go to different locations according to the value of the key being searched.In this paper, we have performed a comparative analysis of these search algorithms on the workstation system. Lenovo S-20 workstation with windows as an operating system is used forexperimentation and analysis. Finding out which search algorithm is best in an associated scenario with a comparison of a single-core processor to a workstation of a six-core processor.
Strategies To Make Remote Learning More Engaging

The introduction of modern information and communication technologies in the educational process, in addition to traditional teaching methods, has led to the transition to a new form of teaching - distance learning. Methods of distance learning and interactive methods are given. Recommendations are given to bring the education system in this direction, taking into account modern technology.
In the Eye of the Reviewer: An Application of Unsupervised Clustering to User Generated Imagery in Online Reviews

Mining opinions from online reviews has been shown to be extremely valuable in the past decades.There has been a surge of research focused on understanding consumer brand perceptions from the textual content of online reviews using text mining methods.With the increase in smartphone usage and ease of posting images, these reviews now often contain visual content.We propose an unsupervised cluster method to understand the user-generated imagery (UGI) of online reviews in the travel industry.Using the deep embedded clustering model we group together similar UGI and examine the average review ratings of these clusters to identify imagery associated with positive and negative reviews.After training the method on the entire dataset, we map out individual hotels and their corresponding UGI to show how hotel managers can use the method to understand their performance in particular areas of customer service based on UGI.The performance in a cluster relative to the population can be a clear indicator of areas that need improvement or areas that should be highlighted in the hotel's marketing efforts.Overall, we present a useful application using visual analytics for mining consumer opinions and perceptions directly from image data.
Communication Challenges in Distance Learning

Communication ethic is one of the most important interaction aspects.how to respect and give strength to the interaction process.In face-to-face communication we can see each other's non verbal or gesture.The problem that arises is how these social or non-verbal signs will appear in online communication or in media interactions.This article analyzes the communication process in distance learning interaction between tutors and students in several online tutorial cases.This article will show how the face-toface learning material is transformed into digital learning material and how competencies and ethics becomes a crucial component for a digital learning material.Focusing on several online tutorial programs in 2019 as the base for the study, the analysis is performed using on the communication ethics theory, which gives an idea of how to communicate and respect each other on each interaction.Then the open distance learning process, which describes the learning process through the media, there is a separation between lecturers and students, and a social presence theory that emphasizes the presence of someone in every interaction, giving many meanings and the important thing is how they understand the media itself.This article presents challenges for experts and practitioners to pay attention to the ethics of communication in interacting through online media.
Reproducibility in speech rate convergence experiments

Abstract The reproducibility of scientific studies grounded on language corpora requires approaching each step carefully, from data selection and pre-processing to significance testing. In this paper, we report on our reproduction of a recent study based on a well-known conversational corpus (Switchboard). The reproduced study Cohen Priva et al. (J Acoust Soc Am 141(5):2989–2996, 2017) focuses on speech rate convergence between speakers in conversation. While our reproduction confirms the main result of the original study, it also shows interesting variations in the details. In addition, we tested the original study for the robustness of its data selection and pre-processing, as well as the underlying model of speech rate, the variable observed. Our analysis shows that another approach is needed to take into account the complex aspects of speech rate in conversations. Another benefit of reproducing previous studies is to take analysis a step further, testing and strengthening the results of other research teams and increasing the validity and visibility of interesting studies and results. In this line, we also created a notebook of pre-processing and analysis scripts which is available online.
The Relationship Of The Methodological Support Of The Educational Process, The Level Of Preparedness Of Students And The Quality Of Teaching Staff In The Russian Language Based On Testing

In this article, the author considers the educational process, in particular, teaching Russian language in schools, as well as the relationship of the methodological support of the educational process, the level of preparedness of students and the quality of teaching staff in the Russian language based on testing.
Utilizing an Online News Portal to Enhance Student Writing Ability in Introductory Journalism Subjects

This study raises the theme of utilizing online news portals to improve students' writing abilities in Introductory Journalism courses. This research method was conducted qualitatively. The research implementation flow begins with planning coverage. Then proceed with editing and news evaluation. And
Analysis of the results of experimental research of professional development of the future teacher of labor education and technologies in technologies

The article is devoted to the analysis of results of experimental research of professional development of future teachers of technical education and technologies in the process of independent work. The dynamics of levels of professional development after the formative stage of experimental research is shown.
Expectations of Incoming Freshmen in Tertiary Education

Every year, a new set of high school graduates take the opportunity to enroll themselves in tertiary education.This school year, the Philippine education is to cater tertiary education to the pioneering graduates of the newly implemented K-12 curriculum.This study aimed to explore the expectations of incoming freshmen students in their enrollment in a tertiary education institution.A case study design was employed in the study.Colaizzi method was used in the analysis of the data that were gathered.The students expected several things that were categorized into several themes.Quality education, good moral character, and engaging activities were some of the themes that emerged.The result of the study will be used as the basis for the improvement of the service of the institution.
INTEGRATING 4C SKILLS IN TEACHING PUBLIC SPEAKING

The students of English Education Department are being prepared to master the 4C skills; Communication, Creativity, Collaboration, and Critical Thinking skills that are integrated in Public Speaking class. The lecturer of Public Speaking subject conducted activities in teaching Public Speaking that related to the 4C skills. The activities can be found in the teaching and learning process that make the students explore and improve their communication, creativity, collaboration, and critical thinking skills. This research used descriptive qualitative method, and the researcher did observation and interview to collect the data which determined the result of this research. The result is the integration of collaboration skill in teaching Public Speaking has found a bit difficulty, because some activities should have been done in offline meeting. However, the integration of the other skills run well. The lecturer also has conducted the activities that are relatable to the integration of 4C skills in teaching Public Speaking, and provided the activities to the students in learning materials.
Playing Online Game Increase Aggressive Behaviour of High School Students on 4.0 Century in PAPUA

IntroductionOnce the enormity of online games took over the attention of many teens and children so that it brought a big change. Aggressive behavior among adolescents especially high school students from year to year is increasing both in number and forms of aggressive behavior that is raised.ObjectivesThis study aims to determine the relationship between playing online games and aggressive behavior of high school students in Jayapura.MethodsThe research method used was analytical research using cross sectional design. Study the relationship between two variables in a situation or group of objects using a simple linear regression statistical test.ResultThe correlation effect of Length Playing Game Online with aggressively behavior of students in High School logistic test results obtained meaningful results where the value of p = 0, 00 &lt;0.05. This means that there is an influence or relationship between the lengths of playing online games with the aggressive behavior of high school students. These results indicate that there is a positive relationship between the lengths of playing online games with the aggressive behavior of adolescents. This means that the old variable playing online games can be used as a trigger to predict the emergence of aggressive teenage behavior. The higher the length of playing online games, the higher the aggressive behavior of teenagers, conversely the lower the longer playing online games, the lower the aggressive behavior of teenagers.
COMPARATIVE CHARACTERISTICS OF KEY ASPECTS OF THE DEVELOPMENT OF OPEN EDUCATION IN THE WORKS OF DOMESTIC COMPARATIVISTS

The article presents the results of research of socio-pedagogical and technological aspects of the development of open education in higher educational institutions of Ukraine and Great Britain. It is established that as a result of informatization of society there are new requirements for training of future specialists. Solving the requirements is to create an improved open (computer-oriented) environment with advanced computer equipment of educational institutions, laboratories, libraries; updating methodological support, pedagogical technologies and content of distance and e-learning based on the use of ICT; introduction of new forms and methods into organization of the educational process; introduction of open educational systems; using the method of formation of information and communication competencies of scientific and pedagogical workers, methods of assessing the quality of open electronic systems and free access to open educational resources; as well as in the study of the state, trends and monitoring of the development of open education. The main technologies used in open education are presented, namely: a) case technology, which is a close analogue of distance learning technologies; b) TV technology; c) network technology. The most comprehensive classification of open education technologies in Ukrainian science is given: 1) scientific and educational information networks; 2) technologies to support virtual learning (in particular, web 2.0, etc.); 3) the global network "Partners in Learning Network"; 4) technologies of electronic design of pedagogical systems; 5) technologies of network e-distance learning; 6) electronic libraries; 7) near-zone communication technologies, in particular, mobile electronic technologies and special means; 8) electronic project of management technologies. It has been proven that the main advantages of open education are: accessibility, flexibility, parallelism, modularity, cost-effectiveness, internationality and coordination, which enable everyone to receive education. The use of elements of open education not only provides access to digital content, but also contributes to the improvement of education management and quality control. Keywords: open education, socio-pedagogical and technological aspects, innovative technologies, information and communication competencies, individualization of education, educational resources.
Constructing a Digital Academic Press Platform Using Content Management System

With the rapid development of internet applications, the patterns of academic press change obviously, therefore this research attempt to establish a academic publishing platform, which based on the content management systems (CMS), from a editor’s point of view in practice. Through the flow and version control of the CMS, the capability and feasibility of the online editor team had been observed. Moreover, the conformity of information and the dissemination improvement also had been taken into account. We anticipate the technologies of content management lead-in the patterns of academic press can improve the editing process efficiency regarding to version control, change, save, publishing and information exchange. The whole CMS system for online publishing had been implemented and two kinds of different academic press in Hsuan Chuang University, one print version and the other online version, had been choosen. The editing and publishing process had been evaluated. Finally, some results and suggestions had been provided.
Appropriate Probability Density Function of Convex Bodies.

We investigate under the notion of Large Deviation Principle &amp; Concentration of Measure as a technique,the ability of estimating the probability density function of any random vector in the space Rn. We found that an appropriate probability distribution for any convex body in the space is sub – Gaussian.
Perancangan Sistem Informasi Jasa Wedding Organizer pada CV. Boganesia Jaya Berbasis Web

The presence of technology and science has evolved in the world of work and its development, in this Globalization Era, it requires people to participate in these developments. This method uses processing in the field of work which was initially managed manually by recording orders written in a ledger, now managed using modern technology. From the results of this study it can be seen that in recording existing orders on the CV. Boganesia Jaya has not implemented the system or is still using manual methods. In that case some suggestions can be given to the company for further development by means of an information system designed using an application with the web-based PHP and MySQL programming language to solve this problem in CV. Boganesia Jaya which is more effective and accurate.
The Principles of Organization of Career Enhancement Training Courses for Music Pedagogues in the Informational Educational Environment

The article examines the problems in organizing course preparations for a pedagogue musician’s, describes the aspects of actualizing the programs of career enhancement courses for specialists from the system of supplementary education for children. One of the main conditions for the organization of the courses is the use of the technical means — the computer and keyboard synthesizers, since particularly they open up the access to the necessary information, perfect the process of education and expand the forms, possibilities and technologies. The content of the supplementary professional programs of the career enhancement training courses correspond to the contemporary tendencies of development of Russian education and make it possible to use effectively the opportunities of the informational educational environment. The programs are developed with consideration of combining traditional musical education with innovational technologies. At the same time there appears the interdisciplinary integration: music — scholarship — informatics. Knowledge in the sphere of informational-communicational technologies is used as a tool for perfecting the instruction of the courses: mastery of the content of the material on the basis of utilization of the object environment and the present-day pedagogical technologies, including computer musical technologies and electronic musical instruments.
Exploring EFL university learners’ acquisition of advanced reading skills in the Yemeni context

Reading is an essential language skill for enhancing learners’ performance at various levels of study. However, EFL learners at the tertiary level encounter reading difficulties, particularly in acquiring advanced reading skills, which have affected their reading comprehension and resulted in low academic performance achievement. This is probably attributed to various factors, including learners’ lack of effective reading strategies. A study that exclusively explores reading difficulties encountered by EFL university learners, reasons for the difficulties, and strategies adopted to overcome the difficulties and develop advanced reading skills seem to be scarce in the literature. Therefore, the main purpose of this study was to explore the acquisition process of advanced reading skills in EFL tertiary context at a private university in Yemen from learners’ perspective. The study adopted a qualitative approach to gather data from EFL tertiary learners through a focus group discussion. The data were analyzed manually using the indexing approach. Findings revealed that learners face reading difficulties such as inference making, getting the gist of the text, and managing the reading tasks. These difficulties were attributed to linguistic and non-linguistic reasons, and metacognitive, cognitive, and social-affective strategies were used in reading. The study recommends engaging EFL learners in intensive and extensive reading to help them apply the strategies they learn and develop advanced reading skills and better academic performance. Future research studies may focus on strategies for reading fluency.
Features transfer learning for image and video recognition tasks

Feature transfer learning aims to reuse knowledge previously acquired in some source dataset to apply it in another target data and/or task. A requirement for the transfer of knowledge is the quality of feature spaces obtained, in which deep learning methods are widely applied since those provide discriminative and general descriptors. In this context, the main questions include: what to transfer; how to transfer; and when to transfer. Hence, we address these questions through distinct learning paradigms, transfer learning techniques, and several datasets and tasks. Therefore, our contributions are: an analysis of multiple descriptors contained in supervised deep networks; a new generalization metric that can be applied to any model and evaluation system; and a new architecture with a loss function for semi-supervised deep networks, in which all available data provide the learning.
Theoretical foundations in military-vocational training on the development of motivation of students in higher military institutions

Theoretical foundations in military-vocational training on the development of motivation of students in higher