A Survey on Client Throughput Prediction Algorithms in Wired and Wireless Networks

Network communication has become a part of everyday life, and the interconnection among devices and people will increase even more in the future. Nevertheless, prediction of Quality of Service parameters, particularly throughput, is quite a challenging task. In this survey, we provide an extensive insight into the literature on Transmission Control Protocol throughput prediction. The goal is to provide an overview of the used techniques and to elaborate on open aspects and white spots in this area. We assessed more than 35 approaches spanning from equation-based over various time smoothing to modern learning and location smoothing methods. In addition, different error functions for the evaluation of the approaches as well as publicly available recording tools and datasets are discussed. To conclude, we point out open challenges especially looking in the area of moving mobile network clients. The use of throughput prediction not only enables a more efficient use of the available bandwidth, the techniques shown in this work also result in more robust and stable communication.

An Empirical Analysis of Learners’ Experience on Select MOOCs Platforms with Reference to Users Reviews and Ratings

Massive open online courses (MOOCs) is created greater prominence as a modern learning system mainly due to the advanced progress made in the area of Learning and Teaching Technology and. Covid pandemic also had open opportunities for Online Learning Platforms. Present study has focused on learners’ experience with various MOOCs platforms through online reviews and ratings, which were collected from Google play store and appbot application. Seven MOOCs platforms namely Coursera, edX, Udemy, Swayam, LinkedIn , Khan Academy and Upgrad are reviewed in this paper. The main objective is to compare the select MOOCs platforms in the area of users’ experience. Total number of reviews and rating has been taken for the study is 63, 652. The time frame of sample data was taken for last one year that is from 5th April, 2020 to 5th April, 2021. Sentiment analysis and chi-square test is applied to analyze the difference among the different MOOCs platforms. The major outcomes were the reviews and ratings of different platform found with very good uses experience.

Multimedia As a New Approach for Learning in Physical Education

Aim: To present the relevant research results that enhance the possibilities presented today with the use of multimedia applications. An attempt was made to explain its importance in the learning process in general and motor skills in particular. At the same time, we try to define the implementation process and the flags that need attention for the best possible results. Nowadays the use of digital technology has reached very high levels. Especially in the last two years with the COVID-19 pandemic, where distance learning was most used. Teachers have learned to use these digital tools to create attractive lessons for their students, who are already introduced to digital technology in their lives. The use of multimedia in education, as many research suggests, is a modern learning tool in the classroom, but recently they have been used in both physical education and sport. The effectiveness of multimedia use is based on the theory of visualization of information that helps the student store this information in their memory for subsequent recall, make the course more attractive/pleasant, so students are motivated to learn. In PA and sports it is used as a helpful tool, since the master of learning is practice. The means used to present multimedia in the classroom can be tablets, mobile phones, a laptop with a large screen view at the same time.

Fully Extending the Learning Ecosystem Analogy

The biological ecosystem is a common conceptual model used to describe the organization and interplay of elements in many systems, including learning systems. However, the analogy is rarely fully extended to all components of the original biological model. This chapter fully extends the ecosystem analogy for use in describing a modern learning ecosystem, including those parallels most often left absent. It also provides examples as to how extending these analogies can aid learning engineers and scholars to better understand, diagnose, and design effective learning models. Throughout, this modern learning ecosystem analogy will be applied to an online public school learning model.

The Effectiveness of Using Indonesian Language Learning Media

Essay is related to how effective the use of Indonesian language learning media is for high school students. The use of modern learning media that utilizes communication and information technology in the era of the 21st century introduces various creative innovations in supporting Indonesian language learning to make it more interesting and arouse students' interest in learning. Of course, if the students themselves already have a great interest then the lesson information can be accepted by students easily.

An Approach for Pronunciation Classification of Classical Arabic Phonemes Using Deep Learning

A mispronunciation of Arabic short vowels can change the meaning of a complete sentence. For this reason, both the students and teachers of Classical Arabic (CA) are required extra practice for correcting students’ pronunciation of Arabic short vowels. That makes the teaching and learning task cumbersome for both parties. An intelligent process of students’ evaluation can make learning and teaching easier for both students and teachers. Given that online learning has become a norm these days, modern learning requires assessment by virtual teachers. In our case, the task is about recognizing the exact pronunciation of Arabic alphabets according to the standards. A major challenge in the recognition of precise pronunciation of Arabic alphabets is the correct identification of a large number of short vowels, which cannot be dealt with using traditional statistical audio processing techniques and machine learning models. Therefore, we developed a model that classifies Arabic short vowels using Deep Neural Networks (DNN). The model is constructed from scratch by: (i) collecting a new audio dataset, (ii) developing a neural network architecture, and (iii) optimizing and fine-tuning the developed model through several iterations to achieve high classification accuracy. Given a set of unseen audio samples of uttered short vowels, our proposed model has reached the testing accuracy of 95.77%. We can say that our results can be used by the experts and researchers for building better intelligent learning support systems in Arabic speech processing.

Development of Innovative Pedagogical Practices for a Modern Learning Experience: Introduction

In the current volume, the selected studies have been grouped into three thematic sections, presenting readers with a set of distinct but related research on meaningful issues for a modern learning experience. The first three chapters present professional and teacher development perspectives and collectively shed light on how to develop, maintain, and improve pre and in-service teacher training and professional development. The second set of four chapters provide research findings that describe the results of direct applications of modern learning elements through course assignments and teaching approaches. The final five chapters focus on critical thinking and range in their focus from classroom-based studies to full-scale curriculum reform.

Development of Innovative Pedagogical Practices for a Modern Learning Experience

In the current volume, the selected studies have been grouped into three thematic sections, presenting readers with a set of distinct but related research on meaningful issues for a modern learning experience. The first three chapters present professional and teacher development perspectives and collectively shed light on how to develop, maintain, and improve pre and in-service teacher training and professional development. The second set of four chapters provide research findings that describe the results of direct applications of modern learning elements through course assignments and teaching approaches. The final five chapters focus on critical thinking and range in their focus from classroom-based studies to full-scale curriculum reform. The collection of chapters presented in this volume represents the eclectic nature of modern learning experiences and demonstrate its applicability across educational contexts and disciplines. It is my hope that the chapters will resonate with other educational researchers in search of novel ways of creating, facilitating, and investigating modern learning experiences.