Volume 16, Issue 11 (2020) | Journal of Computer Science

Multi-Criteria Trust Establishment for Multi-Agent Systems Based on Fuzzy Logic

Abdullah Aref — 2020-11-04

Journal of Computer Science, Published online: 4 November 2020; doi:10.3844/jcssp.2020.1501.1515

Multi-Agent Systems (MASs) are increasingly accepted for modeling virtual complex distributed systems, such as virtual societies and smart grids, due to agents’ autonomy, flexibility and pro-activit...

Development and Assessment of the English Grammar Asynchronous Online Learning Module before Being Applied in Real Lesson

Anthony Anggrawan — 2020-11-07

Journal of Computer Science, Published online: 7 November 2020; doi:10.3844/jcssp.2020.1516.1525

Currently the orientation of higher education in Indonesia has shifted to online-based education. Unfortunately not all universities are ready to implement asynchronous online teaching. The question i...

Efficiency Management System as a Tool to Monitor Lecturer’s Performance

Yimer Amedie Muhie — 2020-11-07

Journal of Computer Science, Published online: 7 November 2020; doi:10.3844/jcssp.2020.1526.1534

Monitoring the actual performance of lecturers is a challenging task in higher education institution, especially in developing countries. Lecturer’s academic performance have been appraised using di...

Translation Quality Assessment of Online Translation Systems in Translating English to Thai on Phuket Tourism

Kitsiri Chochiang — 2020-11-10

Journal of Computer Science, Published online: 10 November 2020; doi:10.3844/jcssp.2020.1535.1545

This research aims to compare four English-to-Thai translator applications on translating the comments posted on social media. Four translator applications include Google Translate, Baidu Translate, Y...

A Survey of Methods for Managing the Classification and Solution of Data Imbalance Problem

Khan Md. Hasib — 2020-11-13

Journal of Computer Science, Published online: 13 November 2020; doi:10.3844/jcssp.2020.1546.1557

The problem of class imbalance is extensive for focusing on numerous applications in the real world. In such a situation, nearly all of the examples are labeled as one class called majority class, whi...

Machine Learning Techniques for Software Bug Prediction: A Systematic Review

Syahana Nur’Ain Saharudin — 2020-11-14

Journal of Computer Science, Published online: 14 November 2020; doi:10.3844/jcssp.2020.1558.1569

The goal of software bug prediction is to identify the software modules that will have the likelihood to get bugs by using some fundamental project resources before the real testing starts. Due to hig...

Efficient Implementation of Stochastic Computing Based Deep Neural Network on Low Cost Hardware with Saturation Arithmetic

Sunny Bodiwala — 2020-11-17

Journal of Computer Science, Published online: 17 November 2020; doi:10.3844/jcssp.2020.1570.1584

This study presents an efficient and rapid implementation of Stochastic Computing (SC) based Deep Neural Network (DNN) on a low-cost hardware platform. The proposed technique uses bipolar signal encod...

Tree Rotations for Dependency Trees: Converting the Head-Directionality of Noun Phrases

Ika Alfina — 2020-11-17

Journal of Computer Science, Published online: 17 November 2020; doi:10.3844/jcssp.2020.1585.1597

To overcome the lack of NLP resources for the low-resource languages, we can utilize tools that are already available for other highresource languages and then modify the output to conform to the targ...

Mining of Social Media on Covid-19 Big Data Infodemic in Indonesia

Faisal Binsar — 2020-11-16

Journal of Computer Science, Published online: 16 November 2020; doi:10.3844/jcssp.2020.1598.1609

Covid-19 is an unprecedented disaster that is still difficult to contain. During the pandemic, there were a lot of cases that were reported to increase exponentially. In this situation, the disseminat...

The New Matrix Model of Computation Based Purely on Quite a New Concept of the Matrix Computations for Extremely Quick Web Pages Loading

Zulfia A. Chotchaeva — 2020-11-27

Journal of Computer Science, Published online: 27 November 2020; doi:10.3844/jcssp.2020.1610.1624

We all dream of quick loading. Quicker than it is now. So that it loads immediately. What is needed for this? There are a lot of things to do. The most important things in it are computations. To spee...

Computational and Statistical Analysis of Security and Privacy Parameters of Cloud Computing in Information Technology

Jimbo Claver — 2020-11-24

Journal of Computer Science, Published online: 24 November 2020; doi:10.3844/jcssp.2020.1625.1638

Information Technology has transformed the way cloud computing itself can help to manage, consume and improve cost efficiencies, accelerate innovation, provide faster time to the market and develop th...

Randomness Analysis on Lightweight Block Cipher, PRESENT

Isma Norshahila Binti Mohammad Shah — 2020-11-26

Journal of Computer Science, Published online: 26 November 2020; doi:10.3844/jcssp.2020.1639.1647

Lightweight cryptography is an area of current research conducted by academicians and cryptographic experts to ensure the security of data in limited-resource devices such as RFID tags, medical and he...

Phonocardiogram Classification Based on Machine Learning with Multiple Sound Features

Khalid M.O. Nahar — 2020-11-26

Journal of Computer Science, Published online: 26 November 2020; doi:10.3844/jcssp.2020.1648.1656

In this study the heartbeat sound signals were tackled by classifying them into heart disease categories such as normal, artifact, murmur and extrahals in an attempt for early detection of heart defec...

A Blockchain-based Renewable Energy Investment Management Platform: Decentralized Sustainable Development (DeSDev)

Warodom Werapun — 2020-11-28

Journal of Computer Science, Published online: 28 November 2020; doi:10.3844/jcssp.2020.1657.1668

In this study, a novel blockchain-based platform for renewable energy investment is proposed. The blockchain technology has been shown to be a reliable way to send financial transactions across the wo...