IJACSA Vol. 10 Issue 10 (2019)

1

Detecting Public Sentiment of Medicine by Mining Twitter Data

Author 1: Daisuke Kuroshima Author 2: Tina Tian

The paper presents a computational method that mines, processes and analyzes Twitter data for detecting public sentiment of medicine. Self-reported patient data are collected over a period of three months by mining the Twitter feed, resulting in more than 10,000 tweets used in the study. Machine learning algorithms are used… Read full abstract & cite →

Twitter social media data mining public health

Abstract doi.org/10.14569/IJACSA.2019.0101001 PDF

2

Interpolation of Single Beam Echo Sounder Data for 3D Bathymetric Model

Author 1: Claudio Parente Author 2: Andrea Vallario

Transmitting sound waves into water, and measuring time interval between emission and return of a pulse, single beam echo sounder determines the depth of the sea. To obtain a bathymetric model representing sea-floor continuously, interpolation is necessary to process irregular spaced measured points resulting from echo sounder acquisition and calculate… Read full abstract & cite →

Interpolation bathymetric model 3D model digital depth model kriging radial basis function Geographic Information System (GIS)

Abstract doi.org/10.14569/IJACSA.2019.0101002 PDF

3

Study of Cross-Platform Technologies for Data Delivery in Regional Web Surveys in the Education

Author 1: Evgeny Nikulchev Author 2: Dmitry Ilin Author 3: Vladimir Belov Author 4: Pavel Pushkin Author 5: Pavel Kolyasnikov Author 6: Sergey Malykh

Web-surveys are a popular form of collecting primary data from various studies. However, mass regional polls have their own characteristics, including the following: it is necessary to take into account various platforms and browsers, as well as the speed of networks, if rural areas remote from large centers are involved… Read full abstract & cite →

Web-surveys mass regional polls various platforms and browsers cross-platform technologies

Abstract doi.org/10.14569/IJACSA.2019.0101003 PDF

4

Method for Texture Mapping of In-Vehicle Camera Image in 3D Map Creation

Author 1: Kohei Arai

Method for texture mapping of in-vehicle camera image in 3D map creation is proposed. Top view of ground cover targets can be mapped easily. For instance, aerial photos, high spatial resolution of satellite imagery data allows creation of top view of ground cover targets and also map creation. It can… Read full abstract & cite →

Texture mapping high spatial resolution of satellite imagery data 3D map

Abstract doi.org/10.14569/IJACSA.2019.0101004 PDF

5

Development Trends of Online-based Aural Rehabilitation Programs for Children with Cochlear Implant Coping with the Fourth Industrial Revolution and Implication in Speech-Language Pathology

Author 1: Haewon Byeon

The Korea Research Foundation selected the miniaturization and development of home care devices as the future promising technologies in the biotechnology (BT) area along with the Fourth Industrial Revolution. Accordingly, it is believed that there will be innovative changes in the rehabilitation field, including the development of smart diagnostics and… Read full abstract & cite →

Cochlear implant future promising technologies smart diagnostics Online-based aural rehabilitation

Abstract doi.org/10.14569/IJACSA.2019.0101005 PDF

6

Effective Methods to Improve the Educational Process of Medicine in Bulgaria

Author 1: Galya N Georgieva-Tsaneva

The introduction of modern technologies into the educational process of medical students is a challenge of the new era in education, which can increase the success of students and give them confidence in their capabilities. The paper considers the use of physiological clinical record databases as an effective means of… Read full abstract & cite →

Serious educational games learning process gaming training pedagogical methods innovative technological means medical education

Abstract doi.org/10.14569/IJACSA.2019.0101006 PDF

7

Region-wise Ranking for One-Day International (ODI) Cricket Teams

Author 1: Akbar Hussain Author 2: Yan Qiang Author 3: M. Abdul Qadoos Bilal Author 4: Kun Wu Author 5: Zijuan Zhao Author 6: Bilal Ahmed

In cricket, the region plays a significant role in ranking teams. The International Cricket Council (ICC) uses an ad-hoc points system to rank cricket teams, which entirely based on the number of wins and losses a match. The ICC ignores the strength and weaknesses of the team across the region… Read full abstract & cite →

Batting bowling and fielding strength PageRank region strength team’s strength

Abstract doi.org/10.14569/IJACSA.2019.0101007 PDF

8

Land use Detection in Nusajaya using Higher-Order Modified Geodesic Active Contour Model

Author 1: N Alias Author 2: M. N. Mustaffa Author 3: F. Mustapha

Urban development is a global phenomenon. In Johor, especially Nusajaya is one of the most rapidly developing cities. This is due to the increase of land demand and population growth. Moreover, land-use changes are considered to be one of the major components of current environmental monitoring strategies. In this context… Read full abstract & cite →

Higher-order geodesic active contour (GAC) segmentation land use finite difference method numerical methods

Abstract doi.org/10.14569/IJACSA.2019.0101008 PDF

9

Crypto-Steganographic LSB-based System for AES-Encrypted Data

Author 1: Mwaffaq Abu-Alhaija

The purpose of this work is to increase the level of concealment of information from unauthorized access by pre-encrypting and hiding it in multimedia files such as images. A crypto-steganographic information protection algorithm with LSB-method was implemented. The algorithm hides AES pre-encrypted confidential information in the form of text or… Read full abstract & cite →

Steganography cryptography cryptographic steganography crypto-steganographic system Least-Significant Bit Replacement (LSB-method) stego-key public-key cryptography Advanced Encryption System (AES) Diffie-Hellman protocol key exchange concealment of information PRNG

Abstract doi.org/10.14569/IJACSA.2019.0101009 PDF

10

Scalable Data Analytics Market Basket Model for Transactional Data Streams

Author 1: Aaron A Izang Author 2: Nicolae Goga Author 3: Shade O. Kuyoro Author 4: Olujimi D. Alao Author 5: Ayokunle A. Omotunde Author 6: Adesina K. Adio

Transactional data streams (TDS) are incremental in nature thus, the process of mining is complicated. Such complications arise from challenges such as infinite length, feature evolution, concept evolution and concept drift. Tracking concept drift challenge is very difficult, thus very important for Market Basket Analysis (MBA) applications. Hence, the need… Read full abstract & cite →

Association rule mining big data analytics concept drift market basket analysis transactional data streams

Abstract doi.org/10.14569/IJACSA.2019.0101010 PDF

11

Haze Effects on Satellite Remote Sensing Imagery and their Corrections

Author 1: Asmala Ahmad Author 2: Shaun Quegan Author 3: Suliadi Firdaus Sufahani Author 4: Hamzah Sakidin Author 5: Mohd Mawardy Abdullah

Imagery recorded using satellite sensors operating at visible wavelengths can be contaminated by atmospheric haze that originates from large scale biomass burning. Such issue can reduce the reliability of the imagery and therefore having an effective method for removing such contamination is crucial. The principal aim of this study is… Read full abstract & cite →

Haze effects haze removal remote sensing accuracy visibility

Abstract doi.org/10.14569/IJACSA.2019.0101011 PDF

12

A Semantic Ontology for Disaster Trail Management System

Author 1: Ashfaq Ahmad Author 2: Roslina Othman Author 3: Mohamad Fauzan Author 4: Qazi Mudassar Ilyas

Disasters, whether natural or human-made, leave a lasting impact on human lives and require mitigation measures. In the past, millions of human beings lost their lives and properties in disasters. Information and Communication Technology provides many solutions. The issue of so far developed disaster management systems is their inefficiency in… Read full abstract & cite →

Semantic web ontology information retrieval disaster trail management

Abstract doi.org/10.14569/IJACSA.2019.0101012 PDF

13

Design of Embedded Vision System based on FPGA-SoC

Author 1: Ahmed Alsheikhy Author 2: Yahia Fahem Said

The advanced micro-electronics in the last decades provide each year new tools and devices making it possible to design more and more efficient artificial vision systems capable of meeting the constraints imposed. All the elements are thus brought together to make artificial vision one of the most promising, even unifying… Read full abstract & cite →

Embedded vision video processing architecture real-time All Programmable System on Chip (APSoC)

Abstract doi.org/10.14569/IJACSA.2019.0101013 PDF

14

Using Brain Imaging to Gauge Difficulties in Processing Ambiguous Text by Non-native Speakers

Author 1: Imtiaz Hussain Khan

Processing ambiguous text is an ever challenging problem for humans. In this study, we investigate how native-Arabic speakers face problems in processing their non-native English language text which involves ambiguity. As a case study, we focus on prepositional-phrase (PP) attachment ambiguity whereby a PP can be attached to the preceding… Read full abstract & cite →

Prepositional-phrase attachment ambiguity near-infrared spectroscopy Arabic speakers hierarchical clustering

Abstract doi.org/10.14569/IJACSA.2019.0101014 PDF

15

Discovering Gaps in Saudi Education for Digital Health Transformation

Author 1: Adeeb Noor

The growing complexity of healthcare systems worldwide and the medical profession’s increasing dependency on information technology for accurate practice and treatment call for specific standardized education in health informatics programming, and accreditation of health informatics programs based on core competencies is progressing at an international level. This study investigates the… Read full abstract & cite →

Health informatics education information technology American Medical Informatics Association (AMIA) Saudi Arabia vision 2030

Abstract doi.org/10.14569/IJACSA.2019.0101015 PDF

16

Performance Comparison of Collaborative-Filtering Approach with Implicit and Explicit Data

Author 1: Fitri Marisa Author 2: Sharifah Sakinah Syed Ahmad Author 3: Zeratul Izzah Mohd Yusoh Author 4: Tubagus Mohammad Akhriza Author 5: Wiwin Purnomowati Author 6: Rakesh Kumar Pandey

Challenge in developing a collaborative filtering (CF)-based recommendation system is the problem of cold-starting of items that causes the data to sparse and reduces the accuracy of the recommendations. Therefore, to produce high accuracy a match is needed between the types of data and the approach used. Two approaches in… Read full abstract & cite →

Recommender system collaborative-filtering user-based item-based implicit-data explicit-data

Abstract doi.org/10.14569/IJACSA.2019.0101016 PDF

17

A Prediction-based Curriculum Analysis using the Modified Artificial Bee Colony Algorithm

Author 1: Reir Erlinda E Cutad Author 2: Bobby D. Gerardo

Due to the vast amount of students’ information and the need of quick retrieval, establishing databases is one of the top lists of the IT infrastructure in learning institutions. However, most of these institutions do not utilize them for knowledge discovery which can aid in informed decision-making, investigation of teaching… Read full abstract & cite →

Binary artificial bee colony rule-driven mechanism prediction model curriculum analysis

Abstract doi.org/10.14569/IJACSA.2019.0101017 PDF

18

Comparative Analysis between a Photovoltaic System with Two-Axis Solar Tracker and One with a Fixed Base

Author 1: Omar Freddy Chamorro Atalaya Author 2: Dora Yvonne Arce Santillan Author 3: Martin Diaz Choque

In this article, the comparative analysis of the stored energies between a photovoltaic system with a two-axis solar tracker, controlled by Arduino with respect to the energy stored by a fixed-base photovoltaic system is done. This with the option of using electrical energy efficiently, since the optimal installation of photovoltaic… Read full abstract & cite →

Photovoltaic system solar cells displacement two axes performance orientation stored energy

Abstract doi.org/10.14569/IJACSA.2019.0101018 PDF

19

Merge of X-ETL and XCube towards a Standard Hybrid Method for Designing Data Warehouses

Author 1: Nawfal El Moukhi Author 2: Ikram El Azami Author 3: Abdelaaziz Mouloudi Author 4: Abdelali Elmounadi

There is no doubt that the hybrid approach is the best paradigm for designing effective multidimensional schemas. Its strength lies in its ability to combine the top-down and bottom-up approaches, thus exploiting the advantages of both approaches. In this paper, the authors try to identify and analyze the different hybrid… Read full abstract & cite →

Data warehouse design hybrid method relational model multidimensional model star model X-ETL semantic analysis XCube assist

Abstract doi.org/10.14569/IJACSA.2019.0101019 PDF

20

Object Detection System to Help Navigating Visual Impairments

Author 1: Cahya Rahmad Author 2: Kohei Arai Author 3: Rawansyah Author 4: Tanggon Kalbu

The number of people with severe visual impairments and blind people in the world is 216.6 million and 38.5 million, respectively in 2018 and that number will increase every year. While the development of Computer Vision technology became popular after that method is used in automatic driving system using an… Read full abstract & cite →

Object detection corner detection computer vision visual impairments blind people

Abstract doi.org/10.14569/IJACSA.2019.0101020 PDF

21

Faculty’s Social Media usage in Higher Education Embrace Change or Left Behind

Author 1: Seren Basaran

This paper addresses faculty members’ (academic staff) viewpoints on benefits, barriers and concerns of utilizing social media and also investigates differences with respect to their social media experience in teaching, age and the purpose of using social media. The data was collected through an adopted questionnaire from 324 faculty members… Read full abstract & cite →

Academic staff age purpose social media experience social networking sites university

Abstract doi.org/10.14569/IJACSA.2019.0101021 PDF

22

Multi-Band and Multi-Parameter Reconfigurable Slotted Patch Antenna with Embedded Biasing Network

Author 1: Manoj Kumar Garg Author 2: Jasmine Saini

RF PIN diodes are used to achieve reconfigurability in frequency, polarization, and radiation pattern. The antenna can be used in different bands by controlling ON and OFF states of two PIN diodes using the embedded biasing network (EBN). The antenna can be used for ultra-wideband (UWB) applications (1.0 GHz to… Read full abstract & cite →

Multi-band Multi-parameter reconfigurability EBN UWB PIN diode

Abstract doi.org/10.14569/IJACSA.2019.0101022 PDF

23

Bioinspired Immune System for Intrusions Detection System in Self Configurable Networks

Author 1: Noor Mohd Author 2: Annapurna Singh Author 3: H.S. Bhadauria

In the last couple of years, the computer frameworks have become more vulnerable to external attacks. The PC security has become the prime cause of concern for every organization. To achieve this objective Intrusion Detection System (IDS) in self-configurable networks has played a vital role in the last few decades… Read full abstract & cite →

Networks security intrusion detection system AIS algorithm KMP algorithm self-configurable networks

Abstract doi.org/10.14569/IJACSA.2019.0101023 PDF

24

An Immunity-based Error Containment Algorithm for Database Intrusion Response Systems

Author 1: Nacim YANES Author 2: Ayman M. MOSTAFA Author 3: Nasser ALSHAMMARI Author 4: Saad A. ALANAZI

The immune system has received a special attention as a potential source of inspiration for innovative approaches to solve database security issues and build artificial immune systems. Database security issues need to be correctly identified to ensure that suitable responses are taken. This paper proposes an immunity-based error containment algorithm… Read full abstract & cite →

Database security artificial immune system error containment algorithm database auditing apoptotic signal necrotic signal secret sharing

Abstract doi.org/10.14569/IJACSA.2019.0101024 PDF

25

The Respondent’s Haptic on Academic Universities Websites of Pakistan Measuring Usability

Author 1: Irum Naz Sodhar Author 2: Baby Marina Author 3: Azeem Ayaz Mirani

This study based on survey, by using four higher educational (Universities) websites were selected for the usability testing with the help of response to the experience of eighty students of same age group and investigated to make pre-survey and post-survey based on an eight questionnaire for websites usability. The source… Read full abstract & cite →

Usability testing survey questionnaire higher education websites guidelines webcredible operating system

Abstract doi.org/10.14569/IJACSA.2019.0101025 PDF

26

A Built-in Criteria Analysis for Best IT Governance Framework

Author 1: HAMZANE Ibrahim Author 2: Belangour Abdessamad

The implementation of IT governance is important to lead and evolve the information system in agreement with stakeholders. This requirement is seriously amplified at the time of the digital area considering all the new technologies that have been launched recently (Big DATA, Artificial Intelligence, Machine Learning, Deep learning, etc.). Thus… Read full abstract & cite →

IT Governance COBIT ISO 38500 CMMI ITIL TOGAF PMBOK PRINCE 2 SCRUM

Abstract doi.org/10.14569/IJACSA.2019.0101026 PDF

27

Achieving High Privacy Protection in Location-based Recommendation Systems

Author 1: Tahani Alnazzawi Author 2: Reem Alotaibi Author 3: Nermin Hamza

In recent years, privacy has become great attention in the research community. In Location-based Recommendation Systems (LbRSs), the user is constrained to build queries depend on his actual position to search for the closest points of interest (POIs). An external attacker can analyze the sent queries or track the actual… Read full abstract & cite →

Recommender models attacker privacy protection dummy encryption checkpoint

Abstract doi.org/10.14569/IJACSA.2019.0101027 PDF

28

Investigating Social Media Utilization and Challenges in the Governmental Sector for Crisis Events

Author 1: Waleed Afandi

The use and utilization of social media applications, tools, and services enables advanced services in daily routines, activities, and work environments. Nowadays, disconnection from social media services is a disadvantage due to their increasing use and functionality. The use of social media applications and services has provided different methods and… Read full abstract & cite →

Component civil protection hajj social media Saudi Arabia governmental sector flood crisis

Abstract doi.org/10.14569/IJACSA.2019.0101028 PDF

29

Project Management Metamodel Construction Regarding IT Departments

Author 1: HAMZANE Ibrahim Author 2: Belangour Abdessamad

Given the fast technological progress, the need for project management continues to grow in terms of methodology and new concepts. In this article, we will build a framework of generating a metamodel that we will apply on the project management to generate a generic metamodel of project management, in this… Read full abstract & cite →

MDA MDE SCRUM PRINCE 2 PMBOK IT

Abstract doi.org/10.14569/IJACSA.2019.0101029 PDF

30

JsonToOnto: Building Owl2 Ontologies from Json Documents

Author 1: Sara Sbai Author 2: Mohammed Reda Chbihi Louhdi Author 3: Hicham Behja Author 4: Rabab Chakhmoune

The amount of data circulating through the web has grown rapidly recently. This data is available as semi-structured or unstructured documents, especially JSON documents. However, these documents lack semantic description. In this paper, we present a method to automatically extract an OWL2 ontology from a JSON document. We propose a… Read full abstract & cite →

JSON documents OWL2 ontologies ontology generation transformation rules information theory classification decision trees

Abstract doi.org/10.14569/IJACSA.2019.0101030 PDF

31

Enhancement of Packet Delivery Ratio during Rain Attenuation for Long Range Technology

Author 1: MD Hossinuzzaman Author 2: Dahlila Putri Dahnil

Countries with tropical climates experience various weather changes throughout the year. The weather can drastically change from extremely hot and humid to a complete downpour in a twenty-four-hour cycle. Different atmospheric conditions such as atmospheric gas attenuation, cloud attenuation, and rain attenuation can cause interruption of electromagnetic signals and weaken… Read full abstract & cite →

LoRa packet delivery ratio wireless mesh network atmospheric attenuation rain attenuation

Abstract doi.org/10.14569/IJACSA.2019.0101031 PDF

32

Design of an Efficient Steganography Model using Lifting based DWT and Modified-LSB Method on FPGA

Author 1: Mahesh A A Author 2: Raja K.B

The data transmission with information hiding is a challenging task in today world. To protect the secret data or image from attackers, the steganography techniques are essential. The steganography is a process of hiding the information from one channel to another in data communication. In this research work, Design of… Read full abstract & cite →

Discrete Wavelet Transformation (DWT) steganography Modified Least Significant Bit (MLSB) Method XOR Method FPGA cover image secret image PSNR MSE

Abstract doi.org/10.14569/IJACSA.2019.0101032 PDF

33

Developing Agriculture Land Mapping using Rapid Application Development (RAD): A Case Study from Indonesia

Author 1: Antonius Rachmat Chrismanto Author 2: Halim Budi Santoso Author 3: Argo Wibowo Author 4: Rosa Delima Author 5: Reinald Ariel Kristiawan

The use of Information and Communication Technology (ICT) in agriculture has become one of the steps to improve agricultural efficiency, effectiveness, productivity, and also expected to encourage the creation of Precision Agriculture. Precision agriculture has an impact on the efficiency of operational costs to increase margins in the production of… Read full abstract & cite →

Farmland precision agriculture land mapping system dashboard software development

Abstract doi.org/10.14569/IJACSA.2019.0101033 PDF

34

CREeLS: Crowdsourcing based Requirements Elicitation for eLearning Systems

Author 1: Nancy M Rizk Author 2: Mervat H. Gheith Author 3: Ahmed M. Zaki Author 4: Eman S. Nasr

Crowdsourcing is the process of having a task performed by the crowd. Because of the Web evolution, recently crowdsourcing is being used in the field of Requirements Engineering to help in simplifying its activities. Among the information systems that were highly affected by the Web evolution are the eLearning Systems… Read full abstract & cite →

Requirements engineering requirements elicitation crowdsourcing eLearning systems

Abstract doi.org/10.14569/IJACSA.2019.0101034 PDF

35

e-Learning Proposal Supported by Reasoning based on Instances of Learning Objects

Author 1: Benjamin Maraza-Quispe Author 2: Olga Melina Alejandro-Oviedo Author 3: Walter Choquehuanca-Quispe Author 4: Alejandra Hurtado-Mazeyra Author 5: Walter Fernandez-Gambarini

In recent years, new research has appeared in the area of education, which has focused on the use of information technology and the Internet to promote online learning, breaking many barriers of traditional education such as space, time, quantity and coverage. However, we have found that these new proposals present… Read full abstract & cite →

Learning management intelligence styles instances objects reasoning model personalized

Abstract doi.org/10.14569/IJACSA.2019.0101035 PDF

36

Distance based Sweep Nearest Algorithm to Solve Capacitated Vehicle Routing Problem

Author 1: Zahrul Jannat Peya Author 2: M. A. H. Akhand Author 3: Tanzima Sultana Author 4: M. M. Hafizur Rahman

The Capacitated Vehicle Routing Problem (CVRP) is an optimization problem owing to find minimal travel distances to serve customers with homogeneous fleet of vehicles. Clustering customers and then assign individual vehicles is a widely-studied way, called cluster first and route second (CFRS) method, for solving CVRP. Cluster formation is important… Read full abstract & cite →

Capacitated vehicle routing problem sweep algorithm sweep nearest algorithm genetic algorithm ant colony optimization particle swarm optimization

Abstract doi.org/10.14569/IJACSA.2019.0101036 PDF

37

Ontology Learning from Relational Databases: Transforming Recursive Relationships to OWL2 Components

Author 1: Mohammed Reda CHBIHI LOUHDI Author 2: Hicham BEHJA

Relational databases (RDB) are widely used as a backend for information systems, and contain interesting structured data (schema and data). In the case of ontology learning, RDB can be used as knowledge source. Multiple approaches exist for building ontologies from RDB. They mainly use schema mapping to transform RDB components… Read full abstract & cite →

Relational databases ontologies OWL2 recursive relationship transitivity concept hierarchy

Abstract doi.org/10.14569/IJACSA.2019.0101037 PDF

38

Hyperspectral Image Classification using Support Vector Machine with Guided Image Filter

Author 1: Shambulinga M Author 2: G. Sadashivappa

Hyperspectral images are used to identify and detect the objects on the earth’s surface. Classifying of these hyperspectral images is becoming a difficult task, due to more number of spectral bands. These high dimensionality problems are addressed using feature reduction and extraction techniques. However, there are many challenges involved in… Read full abstract & cite →

Support Vector Machine (SVM) hyperspectral images guided image filter Principal Component Analysis (PCA)

Abstract doi.org/10.14569/IJACSA.2019.0101038 PDF

39

Modeling Ant Colony Optimization for Multi-Agent based Intelligent Transportation System

Author 1: Shamim Akhter Author 2: Md. Nurul Ahsan Author 3: Shah Jafor Sadeek Quaderi

This paper focuses on Sumo Urban Mobility Simulation (SUMO) and real-time Traffic Management System (TMS) simulation for evaluation, management, and design of Intelligent Transportation Systems (ITS). Such simulations are expected to offer the prediction and on-the-fly feedback for better decision-making. In these regards, a new Intelligent Traffic Management System (ITMS)… Read full abstract & cite →

Intelligent Traffic Management System (ITMS) Simulation of Urban Mobility (SUMO) traffic simulation Contraction Hierarchies Wrapper (CHWrapper) Dijkstra A-star (A*) Deep-Neuro-Fuzzy Classification

Abstract doi.org/10.14569/IJACSA.2019.0101039 PDF

40

Palm Vein Verification System based on Nonsubsampled Contourlet Transform

Author 1: Amira Oueslati Author 2: Kamel Hamrouni Author 3: Nadia Feddaoui Author 4: Safya Belghith

This document presents a new approach in verification system to verify the identity of person by his intrinsic characteristics “Palm vein” which is unique, universal and easy to captured. The first step in this system is to extract the region of interest (ROI) which represent the most informative region of… Read full abstract & cite →

Verification palm-vein nonsubsampled contourlet transform region of interest equal error rate

Abstract doi.org/10.14569/IJACSA.2019.0101040 PDF

41

An Enhanced Weighted Associative Classification Algorithm without Preassigned Weight based on Ranking Hubs

Author 1: Siddique Ibrahim S P Author 2: Sivabalakrishnan M

Heart disease is the preeminent reasons for death worldwide and in excess of 17 million individuals were kicked the bucket from heart disease in the past years and the mortality rate will be increased in upcoming years revealed by WHO. It is very tough to diagnose the heart problem by… Read full abstract & cite →

Association rule mining hub weight classification heart disease attribute weight associative classification

Abstract doi.org/10.14569/IJACSA.2019.0101041 PDF

42

Security Issues in Software Defined Networking (SDN): Risks, Challenges and Potential Solutions

Author 1: Maham Iqbal Author 2: Farwa Iqbal Author 3: Fatima Mohsin Author 4: Muhammad Rizwan Author 5: Fahad Ahmad

SDN (Software Defined Networking) is an architecture that aims to improve the control of network and flexibility. It is mainly connected with open flow protocol and ODIN V2 for wireless communication. Its architecture is central, agile and programmatically configured. This paper presents a security analysis that enforces the protection of… Read full abstract & cite →

SDN Wireless SDN Security Threats AES DES FortNOX TLS

Abstract doi.org/10.14569/IJACSA.2019.0101042 PDF

43

MVC Frameworks Modernization Approach

Author 1: Amine Moutaouakkil Author 2: Samir Mbarki

The use of web development frameworks has grown significantly, specially the Model-View-Controller (MVC) based frameworks. The ability to immigrate web applications between different frameworks available becomes more and more relevant. The automation of the migration through transformations avoid the necessity to rewrite the code entirely. Architecture Driven Modernization (ADM) is… Read full abstract & cite →

Framework Architecture-Driven Modernization (ADM) Knowledge Discovery Model (KDM) Model-View-Controller (MVC)

Abstract doi.org/10.14569/IJACSA.2019.0101043 PDF

44

Validation Policy Statement on the Digital Evidence Storage using First Applicable Algorithm

Author 1: Achmad Syauqi Author 2: Imam Riadi Author 3: Yudi Prayudi

Digital Evidence Storage is placed to store digital evidence files. Digital evidence is very vulnerable to damage. Therefore, making digital evidence storage need access control. Access control has several models, one of them is ABAC (Attribute-Based Access Control). ABAC is a new access control model. ABAC model has a flexible… Read full abstract & cite →

Testing policy statement rule ABAC digital evidence

Abstract doi.org/10.14569/IJACSA.2019.0101044 PDF

45

Selection of Sensitive Buses using the Firefly Algorithm for Optimal Multiple Types of Distributed Generations Allocation

Author 1: Yuli Asmi Rahman Author 2: Salama Manjang Author 3: Yusran Author 4: Amil Ahmad Ilham

Power loss is one aspect of an electric power system performance indicator. Loss of power can have an impact on poor voltage performance at the receiving end. DG integration in the network has become one of the more powerful methods. To get the maximum benefit from synchronizing the system with… Read full abstract & cite →

Firefly algorithm time computation real power loss index voltage profile index multi-type DG

Abstract doi.org/10.14569/IJACSA.2019.0101045 PDF

46

An Evaluation of User Awareness for the Detection of Phishing Emails

Author 1: Mohammed I Alwanain

Phishing attacks are among the most serious Internet criminal activities. They aim to make Internet users believe that they are using a trusted entity, for the purpose of stealing sensitive information, such as bank account or credit card information. Phishing costs Internet users millions of dollars each year. An effective… Read full abstract & cite →

Anti-phishing countermeasures online fraud evaluation experiments

Abstract doi.org/10.14569/IJACSA.2019.0101046 PDF

47

Lexicon-based Bot-aware Public Emotion Mining and Sentiment Analysis of the Nigerian 2019 Presidential Election on Twitter

Author 1: Temitayo Matthew Fagbola Author 2: Surendra Colin Thakur

Online social networks have been widely engaged as rich potential platforms to predict election outcomes’ in several countries of the world. The vast amount of readily-available data on such platforms, coupled with the emerging power of natural language processing algorithms and tools, have made it possible to mine and generate… Read full abstract & cite →

Nigeria 2019 presidential_election bots-awareness EmoLex lexicon_analysis public_opinion emotion_mining sentiment_analysis twitter APC PDP win_prediction muhammadu_buhari atiku_abubaka

Abstract doi.org/10.14569/IJACSA.2019.0101047 PDF

48

Towards Understanding Internet of Things Security and its Empirical Vulnerabilities: A Survey

Author 1: Salim El Bouanani Author 2: Omar Achbarou Author 3: My Ahmed Kiram Author 4: Aissam Outchakoucht

The Internet of things is no longer a concept; it is a reality already changing our lives. It aims to interconnect almost all daily used devices to help them exchange contextualized data in order to offer services adequately. Based on the existing Internet, IoT suffers indisputably from security issues that… Read full abstract & cite →

Internet of things IoT security security audit IoT architecture IoT protocols

Abstract doi.org/10.14569/IJACSA.2019.0101048 PDF

49

Model for Time Series Imputation based on Average of Historical Vectors, Fitting and Smoothing

Author 1: Anibal Flores Author 2: Hugo Tito Author 3: Deymor Centty

This paper presents a novel model for univariate time series imputation of meteorological data based on three algorithms: The first of them AHV (Average of Historical Vectors) estimates the set of NA values from historical vectors classified by seasonality; the second iNN (Interpolation to Nearest Neighbors) adjusts the curve predicted… Read full abstract & cite →

Univariate time series imputation average of historical vectors interpolation to nearest neighbors

Abstract doi.org/10.14569/IJACSA.2019.0101049 PDF

50

Enhanced, Modified and Secured RSA Cryptosystem based on n Prime Numbers and Offline Storage for Medical Data Transmission via Mobile Phone

Author 1: Achi Harrisson Thiziers Author 2: Haba Cisse Théodore Author 3: Jérémie T. Zoueu Author 4: Babri Michel

The transmission of medical data by mobile telephony is an innovation that constitutes the m-health or more generally e-health. This telemedicine handles personal data of patients who deserve to be protected when they are transmitted via the operator or private network, so that malicious people do not have access to… Read full abstract & cite →

e-Health medical data transmission asymmetric cryptography RSA algorithm first numbers

Abstract doi.org/10.14569/IJACSA.2019.0101050 PDF

51

Developing an Algorithm for Securing the Biometric Data Template in the Database

Author 1: Taban Habibu Author 2: Edith Talina Luhanga Author 3: Anael Elikana Sam

In the current technology advancement, biometric template provides a dependable solution to the problem of user verification in an identity control system. The template is saved in the database during the enrollment and compared with query information in the verification stage. Serious security and privacy concerns can arise, if raw… Read full abstract & cite →

Biometric template template-database multiFernet encryption-algorithm decryption-algorithm Twilio SMS

Abstract doi.org/10.14569/IJACSA.2019.0101051 PDF

52

A Robust Method for Diagnostic Energetic System with Bond Graph

Author 1: Belgacem Hamdouni Author 2: Dhafer Mezghani Author 3: Jamel Riahi Author 4: Abdelkader Mami

Surveillance and supervision systems have a major role in insuring the safety and availability of industrial equipments and installations. Default detection and diagnosis is highly important to facilitate the planning and implementation of curative and preventive actions. Industrial systems are usually governed by different physical phenomena’s and diverse technological components… Read full abstract & cite →

Bond graph diagnostic fault detection energy systems

Abstract doi.org/10.14569/IJACSA.2019.0101052 PDF

53

Speculating on Speculative Execution

Author 1: Jefferson Dinerman

Threat actors continue to design exploits that specifically target physical weaknesses in processor hardware rather than more traditional software vulnerabilities. The now infamous attacks, Spector and Meltdown, ushered in a new era of hardware-based security vulnerabilities that have caused some experts to question whether the potential cybersecurity risks associated with… Read full abstract & cite →

Speculative execution hyperthreading Spectre meltdown simultaneous multithreading

Abstract doi.org/10.14569/IJACSA.2019.0101053 PDF

54

Performance Analysis of Acceleration Sensor for Movement Detection in Vehicle Security System

Author 1: A M Kassim Author 2: A. K. R. A. Jaya Author 3: A. H. Azahar Author 4: H. I. Jaafar Author 5: S Sivarao Author 6: F. A. Jafar Author 7: M. S. M. Aras

The vehicle security system is a critical part of an entire car system in order to prevent unauthorized access into the car. As the statistic has shown that the number of cases of the private car being stolen is increasing and the recovery rate is decreasing sharply, it shows that… Read full abstract & cite →

Security system acceleration sensor movement detection ADXL345

Abstract doi.org/10.14569/IJACSA.2019.0101054 PDF

55

A Framework for Hoax News Detection and Analyzer used Rule-based Methods

Author 1: SY Yuliani Author 2: Mohd Faizal Bin Abdollah Author 3: Shahrin Sahib Author 4: Yunus Supriadi Wijaya

Currently, the era where social media can present various facilities can answer the needs of the community for information and utilization for socio-economic interests. But the other impact of the presence of social media opens an ample space for the existence of information or hoax news about an event that… Read full abstract & cite →

Component hoax news framework web crawling detection multilanguage unsupervised algorithm similarity algorithm

Abstract doi.org/10.14569/IJACSA.2019.0101055 PDF

56

Classification of Arabic Writing Styles in Ancient Arabic Manuscripts

Author 1: Mohamed Ezz Author 2: Mohamed A. Sharaf Author 3: Al-Amira A. Hassan

This paper proposes a novel and an effective ap-proach to classify ancient Arabic manuscripts in “Naskh” and “Reqaa” styles. This work applies SIFT and SURF algorithms to extract the features and then uses several machine learning algorithms: Gaussian Na¨ıve Bayes (GNB), Decision Tree (DT), Random Forest (RF) and K-Nearest Neighbor… Read full abstract & cite →

Arabic manuscripts classification feature extrac-tion machine learning GNB DT RF K-NN classifiers SURF SIFT

Abstract doi.org/10.14569/IJACSA.2019.0101056 PDF

57

A Method for Segmentation of Vietnamese Identification Card Text Fields

Author 1: Tan Nguyen Thi Thanh Author 2: Khanh Nguyen Trong

The development of deep learning in computer vision has motivated researches in related fields, including Optical Character Recognition (OCR). Many proposed models and pre-trained models in the literature demonstrate their efficient in optical text recognition. In this context, image processing techniques has an essential role in improving the accuracy of… Read full abstract & cite →

Optical Character Recognition (OCR) text identifi-cation identification card detection and recognition

Abstract doi.org/10.14569/IJACSA.2019.0101057 PDF

58

Static Analysis on Floating-Point Programs Dealing with Division Operations

Author 1: MG Thushara Author 2: K. Somasundaram

Numerical accuracy is a critical point in safe computations when it comes to floating-point programs. Given a certain accuracy for the inputs of a program, the static analysis computes a safe approximation of the accuracy on the outputs. This accuracy depends on the propagation of the errors on the data… Read full abstract & cite →

Abstract interpretation static analysis forward analysis abstract domain

Abstract doi.org/10.14569/IJACSA.2019.0101058 PDF

59

Using Project-based Learning in a Hybrid e-Learning System Model

Author 1: Luis Alfaro Author 2: Claudia Rivera Author 3: Jorge Luna-Urquizo

After conducting the historical review and estab-lishing the state of the art, the authors of this paper focus on the incorporation of Project Based Learning (PBL), in an adaptive e-Learning environment, a novel and emerging perspective, which allows the application of what today constitutes one of the most effective strategies… Read full abstract & cite →

Adaptative e-Learning Project Based Learning (PBL) intelligent agents back propagation neural networks fuzzy logic case base reasoning

Abstract doi.org/10.14569/IJACSA.2019.0101059 PDF

60

Towards a Prototype of a Low-Priced Domestic Incubator with Telemetry System for Premature Babies in Lima, Peru

Author 1: Jason Chicoma-Moreno

Complications due to preterm birth are the main factors of death in the group of children with five years of age or less. Hence, a thorough care for these babies is needed especially during the first weeks or months after birth. Because in Peru not too many families can afford… Read full abstract & cite →

Preterm babies incubator Arduino telemetry

Abstract doi.org/10.14569/IJACSA.2019.0101060 PDF

61

Sentiment Analysis and Classification of Photos for 2-Generation Conversation in China

Author 1: Zhou Xiaochun Author 2: Choi Dong-Eun Author 3: Panote Siriaraya Author 4: Noriaki Kuwahara

Appropriate photos can help the Chinese empty-nest elderly and young volunteers find common topics to promote communication. However, there are little researches on such photo in China. This paper used 40 online photos with 160 sessions for the conversation experiment for the Chinese elderly and young people to analyze these… Read full abstract & cite →

Photo 2-generation conversation sentiment analy-sis Principal Component Analysis (PCA) Hierarchical Clustering Analysis (HCA) China

Abstract doi.org/10.14569/IJACSA.2019.0101061 PDF

62

LSSCW: A Lightweight Security Scheme for Cluster based Wireless Sensor Network

Author 1: Ganesh R Pathak Author 2: M.S.Godwin Premi Author 3: Suhas H. Patil

In last two decades, Wireless Sensor Network (WSN) is used for large number of Internet of Things (IoT) applications, such as military surveillance, forest fire detection, healthcare, precision agriculture and smart homes. Because of the wireless nature of communication, Wireless Sensor Network suffers from various attacks such as Denial of… Read full abstract & cite →

Authentication Automated Validation of Internet Security Protocols and Applications tool Internet of Things (IoT) key management security Wireless Sensor Network (WSN)

Abstract doi.org/10.14569/IJACSA.2019.0101062 PDF

63

A Method for Designing Domain-Specific Document Retrieval Systems using Semantic Indexing

Author 1: ThanhThuong T. Huynh Author 2: TruongAn PhamNguyen Author 3: Nhon V. Do

Using domain knowledge and semantics to con-duct e‡ective document retrieval has attracted great attention from researchers in many di‡erent communities. Ultilizing that approach, we presents the method for designing domain-speciÿc document retrieval systems, which manages semantic information related to document content and supports se-mantic processing in search. ⁄e proposed method… Read full abstract & cite →

Document representation document retrieval system graph matching semantic indexing semantic search domain ontology

Abstract doi.org/10.14569/IJACSA.2019.0101063 PDF

64

Immersive Technologies in Marketing: State of the Art and a Software Architecture Proposal

Author 1: Luis Alfaro Author 2: Claudia Rivera Author 3: Jorge Luna-Urquizo Author 4: Juan Carlos Zu´niga Author 5: Alonso Portocarrero Author 6: Alberto Barbosa Raposo

After conducting the historical review of marketing and especially experiential marketing, which considers various types of experiences such as sensations, feelings, thoughts, actions and relationships, seeking in the consumer greater satisfaction and therefore greater effectiveness in the action of marketing, as well as establishing the state of the art of… Read full abstract & cite →

Marketing experiential marketing immersive tech-nologies immersive technologies in marketing

Abstract doi.org/10.14569/IJACSA.2019.0101064 PDF

65

A Review of Blockchain based Educational Projects

Author 1: Bushra Hameed Author 2: Muhammad Murad Khan Author 3: Abdul Noman Author 4: M. Javed Ahmad Author 5: M. Ramzan Talib Author 6: Faiza Ashfaq Author 7: Hafiz Usman Author 8: M. Yousaf

Blockchain is a decentralized and shared dis-tributed ledger that records the transaction history done by totally different nodes within the whole network. The technology is practically used in the field of education for record-keeping, digital certification, etc. There have already been several papers published on this, but no one can’t… Read full abstract & cite →

Blockchain educational-project education digital-certification record-keeping

Abstract doi.org/10.14569/IJACSA.2019.0101065 PDF

66

Virtual Reality Full Immersion Techniques for Enhancing Workers Performance, 20 years Later: A Review and a Reformulation

Author 1: Luis Alfaro Author 2: Claudia Rivera Author 3: Jorge Luna-Urquizo Author 4: Sof´ia Alfaro Author 5: Francisco Fialho

The principal aim of this article is to review and reformulate the work published by Alfaro-Casas, Bridi and Fialho [1], in 1997, about the use of virtual reality immersion techniques for enhancing workers performance’. The challenge to be solved is related to the discussion about eventual advances occurring since the… Read full abstract & cite →

Autopoiesis knowledge construction knowledge management knowledge construction by full immersion in virtual reality environments

Abstract doi.org/10.14569/IJACSA.2019.0101066 PDF

67

Classification of People who Suffer Schizophrenia and Healthy People by EEG Signals using Deep Learning

Author 1: Carlos Alberto Torres Naira Author 2: Cristian Jos´e L´opez Del Alamo

More than 21 million people worldwide suffer from schizophrenia. This serious mental disorder exposes people to stigmatization, discrimination, and violation of their human rights. Different works on classification and diagnosis of mental illnesses use electroencephalogram signals (EEG) because it reflects brain functioning, and how these diseases affect it. Due to… Read full abstract & cite →

Convolutional Neural Network (CNN) electroen-cephalography Electroencephalogram Signals (EEG) deep learn-ing schizophrenia classification Pearson Correlation Coefficient (PCC) Universidad Nacional de San Agust´in (UNSA)

Abstract doi.org/10.14569/IJACSA.2019.0101067 PDF

68

Securing Informative Fuzzy Association Rules using Bayesian Network

Author 1: Muhammad Fahad Author 2: Khalid Iqbal Author 3: Somaiya Khatoon Author 4: Khalid Mahmood Awan

In business association rules being considered as important assets, play a vital role in its productivity and growth. Different business partnership share association rules in order to explore the capabilities to make effective decision for enhance-ment of business and core capabilities. The fuzzy association rule mining approach emerged out of… Read full abstract & cite →

Fuzzy association rules privacy preservation fuzzi-fication sensitive rules Bayesian network perturbation

Abstract doi.org/10.14569/IJACSA.2019.0101068 PDF

69

Evaluating a Cloud Service using Scheduling Security Model (SSM)

Author 1: Abdullah Sheikh Author 2: Malcolm Munro Author 3: David Budgen

The development in technology makes cloud com-puting widely used in different sectors such as academic and business or for a private purposes. Also, it can provide a convenient services via the Internet allowing stakeholders get all the benefits that the cloud can facilitate. With all the benefits of cloud computing… Read full abstract & cite →

Cloud computing security scheduling evaluating cloud models

Abstract doi.org/10.14569/IJACSA.2019.0101069 PDF

70

Statistical Analysis and Security Evaluation of Chaotic RC5-CBC Symmetric Key Block Cipher Algorithm

Author 1: Abdessalem Abidi Author 2: Anissa Sghaier Author 3: Mohammed Bakiri Author 4: Christophe Guyeux Author 5: Mohsen Machhout

In some previous research works, it has been theoretically proven that RC5-CBC encryption algorithm behaves as a Devaney topological chaos dynamical system. This unpre-dictable behavior has been experimentally illustrated through such sensitivity tests analyses encompassing the avalanche effect phenomenon evaluation. In this paper, which is an extension of our previous… Read full abstract & cite →

Cipher Block Chaining (CBC) Rivest Cipher 5 (RC5) chaotic dynamical system sensibility security randomness

Abstract doi.org/10.14569/IJACSA.2019.0101070 PDF

71

Hybrid Control of PV-FC Electric Vehicle using Lyapunov based Theory

Author 1: Saad Hayat Author 2: Sheeraz Ahmed Author 3: Tanveer-ul-Haq Author 4: Sadeeq Jan Author 5: Mehtab Qureshi Author 6: Zeeshan Najam Author 7: Zahid Wadud

Lyapunov based control is used to test whether a dynamical system is asymptotically stable or not. The control strategy is based on linearization of system. A Lyapunov function is constructed to obtain a stabilizing feedback controller. This paper deals with Lyapunov based control of multiple input single output system for… Read full abstract & cite →

Energy Management System (EMS) Hybrid Elec-tric Vehicle (HEV) DC-DC converter Multiple Input-Multiple Output (MIMO) system

Abstract doi.org/10.14569/IJACSA.2019.0101071 PDF

72

Automatic Classification of Academic and Vocational Guidance Questions using Multiclass Neural Network

Author 1: Omar Zahour Author 2: El Habib Benlahmar Author 3: Ahmed Eddaoui Author 4: Oumaima Hourrane

The educational and professional orientation is an essential phase for each student to succeed in his life and his curriculum. In this context, it is very important to take into account the interests, occupations, skills, and the type of each student's personalities to make the right choice of training and… Read full abstract & cite →

Academic and vocational guidance multiclass neural network e-orientation machine learning Holland’s theory

Abstract doi.org/10.14569/IJACSA.2019.0101072 PDF

73

Software Architecture Solutions for the Internet of Things: A Taxonomy of Existing Solutions and Vision for the Emerging Research

Author 1: Aakash Ahmad Author 2: Sultan Abdulaziz Author 3: Adwan Alanazi Author 4: Mohammed Nazel Alshammari Author 5: Mohammad Alhumaid

Recently, Internet of Thing (IoT) systems enable an interconnection between systems, humans, and services to create an (autonomous) ecosystem of various computation-intensive things. Software architecture supports an effective modeling, specification, implementation, deployment, and maintenance of software-intensive things to engineer and operationalize IoT systems. In order to conceptualize and optimize the… Read full abstract & cite →

Software and system architecture Internet of Things software engineering software engineering for IoT

Abstract doi.org/10.14569/IJACSA.2019.0101073 PDF

74

Data Augmentation to Stabilize Image Caption Generation Models in Deep Learning

Author 1: Hamza Aldabbas Author 2: Muhammad Asad Author 3: Mohammad Hashem Ryalat Author 4: Kaleem Razzaq Malik Author 5: Muhammad Zubair Akbar Qureshi

Automatic image caption generation is a challenging AI problem since it requires utilization of several techniques from different computer science domains such as computer vision and natural language processing. Deep learning techniques have demonstrated outstanding results in many different applications. However, data augmentation in deep learning, which replicates the amount… Read full abstract & cite →

Convolutional Neural Networks (CNN) image caption generation data augmentation deep learning

Abstract doi.org/10.14569/IJACSA.2019.0101074 PDF

75

From Poster to Mobile Calendar: An Event Reminder using Mobile OCR

Author 1: Fatiha Bousbahi

Technological innovations are the foundation of new services today. Successful services address real-life issues that help people manage life more conveniently using relevant technologies. Currently, images are a part of daily life. People are often taking pictures of different posters for different events as exhibitions, workshops, conferences, etc., with their… Read full abstract & cite →

OCR API mobile apps reminder systems

Abstract doi.org/10.14569/IJACSA.2019.0101075 PDF