IJACSA Vol. 9 Issue 9 (2018)

1

A Proposal for A High Availability Architecture for VoIP Telephone Systems based on Open Source Software

Author 1: Alejandro Martin Author 2: Eric Gamess Author 3: Dedaniel Urribarri Author 4: Jesús Gómez

The inherent needs of organizations to improve and amplify their technological platform entail large expenses with the goal to enhance their performance. Hence, they have to contemplate mechanisms of optimization and the improvement of their operational infrastructure. In this direction arises the need to guarantee the correct operation and non-degradation… Read full abstract & cite →

Cluster high availability load balancer VoIP SIP kamailio corosync asterisk SIPp

Abstract doi.org/10.14569/IJACSA.2018.090901 PDF

2

Aesthetics Versus Readability of Source Code

Author 1: Ron Coleman

The relationship between programming style and program readability has never been examined empirically, although the association has substantial importance for both pedagogical and industry best practices. This paper studies a fractal, relativistic measure of programming style called the beauty factor or “beauty” and puts forward two new hypotheses of beauty… Read full abstract & cite →

Programming style fractal geometry readability

Abstract doi.org/10.14569/IJACSA.2018.090902 PDF

3

User-Defined Financial Functions for MS SQL Server

Author 1: Jolana Gubalova Author 2: Petra Medvedova

The paper deals with mathematical preparation and subsequent programming of various types of financial functions with using of Transact-SQL in Database Management System MS SQL Server. Financial functions are used to automate calculations in the area of Financial Economics. In MS SQL Server, any financial functions are not offered for… Read full abstract & cite →

Financial economics user-defined functions financial functions database management system structure query language transact-SQL

Abstract doi.org/10.14569/IJACSA.2018.090903 PDF

4

An Amplitude Modulation of Cerebral Rhythms based Method in a Motor Task BCI Paradigm

Author 1: Oana Diana Eva Author 2: Anca Mihaela Lazar

Quantitative evaluation based on amplitude modulation analysis of electroencephalographic signals is proposed for a brain computer interface paradigm. The method allows characterization of the interaction effects of different frequency bands in the electroencephalographic rhythms during motor tasks. A new index was proposed and computed to be a measure of the… Read full abstract & cite →

Brain computer interface motor tasks electroencephalographic signal amplitude modulation analysis classifiers

Abstract doi.org/10.14569/IJACSA.2018.090904 PDF

5

Financial Literacy of SME Managers’ on Access to Finance and Performance: The Mediating Role of Financial Service Utilization

Author 1: Juma Buhimila Mabula Author 2: Han Dong Ping

Considering financial literacy as a central factor for consumer demand for financial services, we analyze its impact on access and actual use of financial services and its ultimate consequential reflections on SMEs performance in developing economies. By recognizing the important distinction between access and actual use of financial services this… Read full abstract & cite →

Financial literacy use of financial services access to financial services firm performance

Abstract doi.org/10.14569/IJACSA.2018.090905 PDF

6

Method of Graph Mining based on the Topological Anomaly Matrix and its Application for Discovering the Structural Peculiarities of Complex Networks

Author 1: Artem Potebnia

The article introduces the mathematical concept of the topological anomaly matrix providing the foundation for the qualitative assessment of the topological organization underlying the large-scale complex networks. The basic idea of the proposed concept consists in translating the distributions of the individual vertex-level characteristics (such as the degree, closeness, and… Read full abstract & cite →

Topological anomaly matrix complex network graph topology closeness centrality betweenness centrality power grid

Abstract doi.org/10.14569/IJACSA.2018.090906 PDF

7

Comparison of Intelligent Methods of SOC Estimation for Battery of Photovoltaic System

Author 1: Tae-Hyun Cho Author 2: Hye-Rin Hwang Author 3: Jong-Hyun Lee Author 4: In-Soo Lee

It is essential to estimate the state of charge (SOC) of lead-acid batteries to improve the stability and reliability of photovoltaic systems. In this paper, we propose SOC estimation methods for a lead-acid battery using a feed-forward neural network (FFNN) and a recurrent neural network (RNN) with a gradient descent… Read full abstract & cite →

Lead-acid battery SOC FFNN RNN ANFIS gradient descent levenberg-marquardt scaled conjugate gradient

Abstract doi.org/10.14569/IJACSA.2018.090907 PDF

8

Novel Mechanism of Classifying the Brain Tumor for Identifying its Critical State

Author 1: Deepthi Murthy T S Author 2: Sadashivappa G Author 3: Ravi Shankar D

Classification of brain tumor is one of the most challenging tasks in the clinical and radiological research. Upon investigating the existing research contribution, we find that still there is wide open scope of addressing classification problem pertaining to brain tumor. Therefore, this manuscript presents a simple mechanism of classifying the… Read full abstract & cite →

Brain tumor classification categorization clustering identification segmentation MRI Brain X-Ray

Abstract doi.org/10.14569/IJACSA.2018.090908 PDF

9

Quality Flag of GOSAT/FTS Products Taking into Account Estimation Reliability

Author 1: Kohei Arai Author 2: Takashi Higuchi Author 3: Hiroshi Okumura Author 4: Hirofumi Ohyama Author 5: Shuji Kawakami Author 6: Kei Shiomi

Quality and cloud flags of GOSAT/FTS: Fourier Transform Spectrometer onboard Greenhouse gasses Observation Satellite products taking into account cirrus clouds and thick aerosols are considered and proposed. Influence due to cirrus and thick aerosol on estimation of column CO2 and CH4 with GOSAT/FTS data is clarified. Relatively large estimation errors… Read full abstract & cite →

Levenberg-Marquardt FTS GOSAT aerosol cirrus cloud

Abstract doi.org/10.14569/IJACSA.2018.090909 PDF

10

An Ensemble Approach to Big Data Security (Cyber Security)

Author 1: Manzoor Ahmed Hashmani Author 2: Syed Muslim Jameel Author 3: Aidarus M. Ibrahim Author 4: Maryam Zaffar Author 5: Kamran Raza

In the past, information safety was centered on event correlation designed for observing and spotting previously identified attacks. Due to the dynamic nature of multidimensional cyber-attacks, these models are no more acceptable. Specifically, these attacks use different strategies and procedures to find their way into and out of an organization… Read full abstract & cite →

Big data cyber security benign malicious ensemble approach Support Vector Machine (SVM) Receiver Operating Characteristic (ROC) Features (F)

Abstract doi.org/10.14569/IJACSA.2018.090910 PDF

11

An Interactive Content Development for Depression Awareness among Tertiary Students

Author 1: Sarni Suhaila Rahim Author 2: Thum Wei Ching

“2D Animation: Depression among Tertiary Students” is a novel interactive content development that gives information of depression to public. It consists of seven modules of depression which are Introduction, Statistics, Types, Symptoms, Causes, Treatments and Video of Depression Information. The objectives of this project are to study the causes and… Read full abstract & cite →

2D animation awareness depression interactive content tertiary students

Abstract doi.org/10.14569/IJACSA.2018.090911 PDF

12

Model for Predicting Educational Domain Rate based on the Regional Level

Author 1: Arslan Tariq Author 2: Iqra Tariq Author 3: Aneela Abbas Author 4: Muhammad Aadil Butt Author 5: Maimoona Shahid Author 6: Umair Muneer Butt

The geographic information system (GIS) is rapidly becoming the part of current technology trends. GIS can be used to identify the factors that become the reason for an individual to adopt a field or subject. We used GIS as a major tool with the other technologies to identify the key… Read full abstract & cite →

Geographic information system education domain technology region

Abstract doi.org/10.14569/IJACSA.2018.090912 PDF

13

Crypt-Tag Authentication in NFC Implementation for Medicine Data Management

Author 1: Z. Zainal Abidin Author 2: N. A. Zakaria Author 3: N. Harum Author 4: M. R. Baharon Author 5: Ee-Song Hong Author 6: Z. Abal Abas Author 7: Z. Ayop Author 8: N. A. Mat Ariff

This study focus on the implementation of expiry date detection for medicine using RFID in the health care industry. The motivation for doing this research is the process of searching for the expired medicine is a time consuming and lack of security features included in current NFC implementation. Therefore, the… Read full abstract & cite →

Expiry date notification Radio-Frequency Identification (RFID) Near-Field Communication (NFC) internet of things insider threats health care

Abstract doi.org/10.14569/IJACSA.2018.090913 PDF

14

Thinging Machine Applied to Information Leakage

Author 1: Sabah S. Al-Fedaghi Author 2: Mahmoud BehBehani

This paper introduces a case study that involves data leakage in a bank applying the so-called Thinging Machine (TM) model. The aim is twofold: (1) Presenting a systematic conceptual framework for the leakage problem that provides a foundation for the description and design of a data leakage system. (2) The… Read full abstract & cite →

Thinging bank system abstract machine software development cycle heidegger

Abstract doi.org/10.14569/IJACSA.2018.090914 PDF

15

Statistical-Based Trustful Access Control Framework for Smart Campuses

Author 1: AHMAD B. ALKHODRE

The vision of the Internet of Things (IoT) is based on the idea of offering connectivity to every physical object (e.g., thermometers, banknotes, smart TVs, bicycles, etc.). This connectivity ensures that immediate information about these objects and their surroundings can be obtained and therefore decisions can be taken based on… Read full abstract & cite →

Internet of things trust management confidence interval confidentiality smart cities

Abstract doi.org/10.14569/IJACSA.2018.090915 PDF

16

Singkat: A Keyword-Based URL Shortener and Click Tracker Package for Django Web Application

Author 1: Gottfried Prasetyadi Author 2: Utomo Tri Hantoro Author 3: Achmad Benny Mutiara

In recent years, Python has been gaining popularity as web scripting/programming language. In this research we propose Singkat, an open source uniform resource locator (URL) shortener package with web user interface built using Python-based Django web framework. It can be deployed and customized in any web project based on Django… Read full abstract & cite →

Url shortener click tracker python django framework open source

Abstract doi.org/10.14569/IJACSA.2018.090916 PDF

17

A Quantum based Evolutionary Algorithm for Stock Index and Bitcoin Price Forecasting

Author 1: Usman Amjad Author 2: Tahseen Ahmed Jilani Author 3: Humera Tariq Author 4: Amir Hussain

Quantum computing has emerged as a new dimension with various applications in different fields like robotic, cryptography, uncertainty modeling etc. On the other hand, nature inspired techniques are playing vital role in solving complex problems through evolutionary approach. While evolutionary approaches are good to solve stochastic problems in unbounded search… Read full abstract & cite →

Quantum evolutionary algorithm fuzzy time series nature inspired computing fuzzy logic crypto currency bitcoin

Abstract doi.org/10.14569/IJACSA.2018.090917 PDF

18

Detection of Railroad Networks in SAR Images

Author 1: Safak Altay Açar Author 2: Safak Bayir

In this study, a railroad networks detection method for synthetic aperture radar (SAR) images is proposed. Proposed method consists of three steps. Firstly, railroad segments are detected. An existing line detector is modified by describing some rules for this process. Then segments are connected by utilizing perceptual grouping. Finally, a… Read full abstract & cite →

Remote sensing synthetic aperture radar railroad networks detection perceptual grouping

Abstract doi.org/10.14569/IJACSA.2018.090918 PDF

19

Connectivity Restoration Techniques for Wireless Sensor and Actor Network (WSAN), A Review

Author 1: Muhammad Kashif Saeed Author 2: Mahmood ul Hassan Author 3: Ansar Munir Shah Author 4: Khalid Mahmood

Wireless Sensor and actor networks (WSANs) are the most promising research area in the field of wireless communication. It consists of large number of small independent sensor and powerful actor nodes equipped with communication and computation capabilities. Actors gather sensor’s data and react collaboratively to attain application particular assignments. A… Read full abstract & cite →

Wireless sensor networks wireless sensor and actor networks node failure network partitioning connectivity restoration node movements

Abstract doi.org/10.14569/IJACSA.2018.090919 PDF

20

Design of Wearable Patch Antenna for Wireless Body Area Networks

Author 1: Saqib Hussain Author 2: Saima Hafeez Author 3: Sajjad Ali Memon Author 4: Nasrullah Pirzada

Wireless body area networks are being widely used due to the increase in the use of wireless networks and various electrical devices. A Wearable Patch antenna is used for enhancement of various applications for WBAN. In this paper, a low profile wearable microstrip patch antenna is designed and suggested for… Read full abstract & cite →

High-Frequency structure simulator (HFSS) return loss voltage standing wave ratio (VSWR) gain specific absorption rate (SAR)

Abstract doi.org/10.14569/IJACSA.2018.090920 PDF

21

Product Feature Ranking and Popularity Model based on Sentiment Comments

Author 1: Siti Rohaidah Ahmad Author 2: Azuraliza Abu Bakar Author 3: Mohd Ridzwan Yaakub Author 4: Nurhafizah Moziyana Mohd Yusop Author 5: Muslihah Wook Author 6: Arniyati Ahmad

This paper proposes the development of a model to determine feature popularity ranking for products in the market. Each feature that is reviewed by a customer has a relation to sentiment words present in the sentences within a customer review. Feature quantity of a product, derived from customer review dataset… Read full abstract & cite →

Product feature ranking sentiment analysis feature selection sentiment word

Abstract doi.org/10.14569/IJACSA.2018.090921 PDF

22

Interest Reduction and PIT Minimization in Content Centric Networks

Author 1: Aadil Zia Khan

Content Centric Networking aspires to a more efficient use of the Internet through in-path caching, multi-homing, and provisions for state maintenance and intelligent forwarding at the CCN routers. However, these benefits of CCN’s communication model come at the cost of large Pending Interest Table (PIT) sizes and Interest traffic overhead… Read full abstract & cite →

Content centric networks congestion control scalability

Abstract doi.org/10.14569/IJACSA.2018.090922 PDF

23

Image Retrieval System based on Color Global and Local Features Combined with GLCM for Texture Features

Author 1: Jehad Q. Alnihoud

In CBIR (content-based image retrieval) features are extracted based on color, texture, and shape. There are many factors affecting the accuracy (precision) of retrieval such as number of features, type of features (local or global), color model, and distance measure. In this paper, a two phases approach to retrieve similar… Read full abstract & cite →

CBIR color histogram GLCM K-means WANG database

Abstract doi.org/10.14569/IJACSA.2018.090923 PDF

24

Assessing Trends of Existing Research Contribution Towards Internet-of-Things

Author 1: Bhagyashree Ambore Author 2: Suresh L

With the growing demands of system automation, technology integration, and non-human intervention technique, Internet-of-Things (IoT) has evolved as a boon and value-added services over pervasive computing. IoT comprises a highly complex system that integrates ubiquitous computing with low-powered data capturing devices via a gateway. Along with various forms of unimaginable… Read full abstract & cite →

Bandwidth cloud computing energy internet-of-things security sensor network

Abstract doi.org/10.14569/IJACSA.2018.090924 PDF

25

Text Clustering using Ensemble Clustering Technique

Author 1: Muhammad Mateen Author 2: Junhao Wen Author 3: Mehdi Hassan Author 4: Sun Song

Clustering is being used in different fields of research, including data mining, taxonomy, document retrieval, image segmentation, pattern classification. Text clustering is a technique through which text/ documents are divided into a particular number of groups, so that text within each group is related in contents. In this paper, the… Read full abstract & cite →

Agglomerative document clustering ensemble clustering gustafson kessel inverse documents frequency text clustering

Abstract doi.org/10.14569/IJACSA.2018.090925 PDF

26

Profile-Based Semantic Method using Heuristics for Web Search Personalization

Author 1: Hikmat A. M. Abdeljaber

User profiles play a critical role in personalizing user search. It assists search systems in retrieving relevant information that is searched on the web considering the user needs. Researchers presented a vast number of profile-based approaches that aims to improve the effectiveness of information retrieval. However, these approaches are syntactic-based… Read full abstract & cite →

Semantic search method user profile heuristics web search personalization information retrieval

Abstract doi.org/10.14569/IJACSA.2018.090926 PDF

27

Deep Learning Algorithm for Cyberbullying Detection

Author 1: Monirah Abdullah Al-Ajlan Author 2: Mourad Ykhlef

Cyberbullying is a crime where one person becomes the target of harassment and hate. Many cyberbullying detection approaches have been introduced, however, they were largely based on textual and user features. Most of the research found in the literature aimed at improving detection through introducing new features. However, as the… Read full abstract & cite →

Cyberbullying convolutional neural network CNN detection deep learning

Abstract doi.org/10.14569/IJACSA.2018.090927 PDF

28

NADA: New Arabic Dataset for Text Classification

Author 1: Nada Alalyani Author 2: Souad Larabi Marie-Sainte

In the recent years, Arabic Natural Language Processing, including Text summarization, Text simplification, Text Categorization and other Natural Language-related disciplines, are attracting more researchers. Appropriate resources for Arabic Text Categorization are becoming a big necessity for the development of this research. The few existing corpora are not ready for use… Read full abstract & cite →

Data collection arabic natural language processing arabic text categorization dewey decimal classification synthetic minority over-sampling

Abstract doi.org/10.14569/IJACSA.2018.090928 PDF

29

An IoT based Warehouse Intrusion Detection (E-Perimeter) and Grain Tracking Model for Food Reserve Agency

Author 1: Sipiwe Chihana Author 2: Jackson Phiri Author 3: Douglas Kunda

Zambia’s agricultural sector through Food Reserve Agency (FRA) while still underdeveloped faces many challenges that range from marketing, spoilage, infestations, and theft at site, spillage and storage among others. The methods used by FRA in their business processes are largely manual as there are no systems in place. In order… Read full abstract & cite →

Internet of things motion sensing RFID cloud storage GSM/GPRS

Abstract doi.org/10.14569/IJACSA.2018.090929 PDF

30

Communication System Design of Remote Areas using Openbts

Author 1: Winarno Sugeng Author 2: Theta Dinnarwaty Putri

OpenBTS is a software-based GSM BTS, which allows GSM cell phone users to make phone calls or send SMS (short messages), without using a commercial service provider network. OpenBTS is known as the first open source implementation of the GSM industry standard protocol. The OpenBTS network is a network that… Read full abstract & cite →

OpenBTS GSM communication remote areas

Abstract doi.org/10.14569/IJACSA.2018.090930 PDF

31

Self-organized Population Segmentation for Geosocial Network Neighborhood

Author 1: Low Shen Loong Author 2: Syarulnaziah Anawar Author 3: Zakiah Ayop Author 4: Mohd Rizuan Baharon Author 5: Erman Hamid

Geosocial network neighborhood application allows user to share information and communicate with other people within a virtual neighborhood or community. A large and crowded neighbourhood will degrade social quality within the community. Therefore, optimal population segmentation is an essential part in a geosocial network neighborhood, to specify access rights and… Read full abstract & cite →

Segmentation geosocial network virtual neighbourhood density-based clustering dunbar’s number

Abstract doi.org/10.14569/IJACSA.2018.090931 PDF

32

A Serious Game for Healthcare Industry: Information Security Awareness Training Program for Hospital Universiti Kebangsaan Malaysia

Author 1: Arash Ghazvini Author 2: Zarina Shukur

This paper aims to develop an information security awareness training program for the healthcare industry to ensure the appropriate protection of electronic health systems. Serious games are primarily designed for training purposes rather than pure entertainment. Serious games are proven as an effective training approach for awareness programs. Serious games… Read full abstract & cite →

Serious game information security awareness training program

Abstract doi.org/10.14569/IJACSA.2018.090932 PDF

33

Hashtag Generator and Content Authenticator

Author 1: Kavinga Yapa Abeywardana Author 2: Ginige A.R. Author 3: Herath N. Author 4: Somarathne H.P. Author 5: Thennakoon T.M.N.S.

In the recent past, Online Marketing applications have been a focus of research. But still there are enormous challenges on the accuracy and authenticity of the content posted through social media. And if the social media business platforms are considered, majority of the users who try to add a market… Read full abstract & cite →

Hashtags social media NLP machine learning REST API content authentication

Abstract doi.org/10.14569/IJACSA.2018.090933 PDF

34

EEG Signals based Brain Source Localization Approaches

Author 1: Anwar Ali Gaho Author 2: Sayed Hyder Abbas Musavi Author 3: Munsif Ali Jatoi Author 4: Muhammad Shafiq

This article is focused on the overview of functionality of the neurons and investigation of the current research and algorithms used for brain source localization. The human brain is made up of active neurons and continuously generates electrical impulses on scalp surface. The neurons transmit the message through the dendrites… Read full abstract & cite →

Electroencephalograph brain source localization forward problem inverse problem bayesian framework

Abstract doi.org/10.14569/IJACSA.2018.090934 PDF

35

An Efficient Protocol using Fuzzy Logic and Grids with Two-Dimensional Techniques for Saving Energy in WSN

Author 1: Emad M Ibbini Author 2: Kweh Yeah Lun Author 3: Mohamed Othman Author 4: Zurina Mohd Hanapi Author 5: Amir Abbas Baradaran

This work proposes an energy-saving protocol for wireless sensor networks (WSNs) using fuzzy logic and grids with two-dimensional techniques, namely, gravity and energy centers, to address the pressing issue of energy efficiency in WSNs. The optimal cluster head is chosen in two stages of the proposed protocol to prolong the… Read full abstract & cite →

Fuzzy logic fuzzy inference engine first node die last node die energy efficiency lifetime

Abstract doi.org/10.14569/IJACSA.2018.090935 PDF

36

Design of Linear Phase High Pass FIR Filter using Weight Improved Particle Swarm Optimization

Author 1: Adel Jalal Yousif Author 2: Ghazwan Jabbar Ahmed Author 3: Ali Subhi Abbood

The design of Finite Impulse Response (FIR) digital filter involves multi-parameter optimization, while the traditional gradient-based methods are not effective enough for precise design. The aim of this paper is to present a method of designing 24th order high pass FIR filter using an evolutionary heuristic search technique called Weight… Read full abstract & cite →

Finite impulse response filter evolutionary optimization particle swarm optimization fitness function genetic algorithm high pass filter impulse response

Abstract doi.org/10.14569/IJACSA.2018.090936 PDF

37

The Designing of Adaptive Self-Assessment Activities in Second Language Learning using Massive Open Online Courses (MOOCs)

Author 1: Hasmaini Hashim Author 2: Sazilah Salam Author 3: Siti Nurul Mahfuzah Mohamad Author 4: Nur Syafiatun Safwana Sazali

Massive Open Online Courses (MOOCs) provides an effective learning platform with various high-quality educational materials accessible to learners from all over the world. In this paper, the types of learner characteristics in MOOCs second language learning are discussed. However, there are still problems and challenges including assessment. A quantitative research… Read full abstract & cite →

MOOCs adaptive self-assessment learning styles cognitive styles second language

Abstract doi.org/10.14569/IJACSA.2018.090937 PDF

38

Consequences of Customer Engagement in Social Networking Sites : Employing Fuzzy Delphi Technique for Validation

Author 1: Noraniza Md Jani Author 2: Mohd Hafiz Zakaria Author 3: Zulisman Maksom Author 4: Md. Shariff M. Haniff Author 5: Ramlan Mustapha

The consequences of the customer engagement in the Social Networking Sites (SNS) community have direct impact on the brand. This present research was conducted to examine the cohesive mechanisms for item verification on the most influential consequences of participating the brand community and joining the electronic Word-of-Mouth (eWOM) as the… Read full abstract & cite →

Customer engagement fuzzy delphi SNS consequences brand page

Abstract doi.org/10.14569/IJACSA.2018.090938 PDF

39

Validating Antecedents of Customer Engagement in Social Networking Sites using Fuzzy Delphi Analysis

Author 1: Noraniza Md Jani Author 2: Mohd Hafiz Zakaria Author 3: Zulisman Maksom Author 4: Md. Shariff M. Haniff Author 5: Ramlan Mustapha

The concept of online customer engagement is getting imperative in modern business due to the uncontrolled conversation via cyber-avenue. This study validates the antecedents of customer engagement conceptualized in Social Networking Sites (SNS) by benefitting the Fuzzy Delphi method. Through purposive sampling, a total of 12 experts from academics and… Read full abstract & cite →

Customer engagement antecedents fuzzy delphi SNS online community

Abstract doi.org/10.14569/IJACSA.2018.090939 PDF

40

Effect of Fusion of Statistical and Texture Features on HSI based Leaf Images with Both Dorsal and Ventral Sides

Author 1: Poonam Saini Author 2: Arun Kumar

The present work involves statistically analyzing and studying the overall classification accuracy results using Hue channel images of different plant species using their dorsal and ventral sides, and then subjecting them to the process of feature extraction using first order statistical features and texture based features. These extracted features have… Read full abstract & cite →

Dorsal ventral leaf classification random forest texture features statistical features

Abstract doi.org/10.14569/IJACSA.2018.090940 PDF

41

Design of an Error Output Feedback Digital Delta Sigma Modulator with In–Stage Dithering for Spur–Free Output Spectrum

Author 1: Sohail Imran Saeed Author 2: Khalid Mahmood Author 3: Mehr e Munir

Digital Delta Sigma Modulator (DDSM) is responsible for generation of spurious tones at the output of fractional n frequency synthesizer due their inherent periodicity. This results in an impure output spectrum of frequency synthesizer when they are used to generate the fractional numbers in the divider of Phase Locked Loop… Read full abstract & cite →

Digital delta sigma modulator fractional N – frequency synthesizer phase locked loop error feedback modulator spur dither MASH HK – MASH

Abstract doi.org/10.14569/IJACSA.2018.090941 PDF

42

Applied Artificial Intelligence in 3D-game (HYSTERIA) using UNREAL ENGINE4

Author 1: Muhammad Muzammul Author 2: Muhammad Awais Author 3: Muhammad Umer ghani Author 4: Muhammad Imran Manzoor Author 5: Muhammad Kashif Author 6: Muhammad Yahya Saeed

Game development industry spreading it roots at wider level. With the advancements in gaming technologies industries adopted latest trends for developing modern games. Artificial intelligence (AI) with programming provided countless support for latest technology adoption in game industry. This paper aims to highlight some major points of our research “Creation… Read full abstract & cite →

Applied AI UNREAL ENGIN 4 technology adoption

Abstract doi.org/10.14569/IJACSA.2018.090942 PDF

43

Comprehensive Classification Model for Diagnosing Multiple Disease Condition from Chest X-Ray

Author 1: Savitha S K Author 2: N.C. Naveen

Classification plays a significant role in the diagnosis of any form of radiological images in the healthcare sector. After reviewing existing classification approaches carried out over chest radiographs, it was explored that existing techniques are highly restricted to perform binary classification that is not comprehensive for assisting in an effective… Read full abstract & cite →

Chest x-ray classification supervised learning radiographs accuracy

Abstract doi.org/10.14569/IJACSA.2018.090943 PDF

44

Analysis of End-to-End Packet Delay for Internet of Things in Wireless Communications

Author 1: Imane Maslouhi Author 2: El Miloud Ar –reyouchi Author 3: Kamal Ghoumid Author 4: Kaoutar Baibai

Accurate and efficient estimators for End to End delay (E2EPD) plays a significant and critical role in Quality of Service (QoS) provisioning in Internet of Things (IoT) wireless communications. The purpose of this paper, on one hand, is to propose a novel real-time evaluation metrics, on the other hand, addresses… Read full abstract & cite →

End to end delay internet of things multi hop wireless communication

Abstract doi.org/10.14569/IJACSA.2018.090944 PDF

45

The Generation of a Stable Walking Trajectory of a Biped Robot based on the COG based-Gait Pattern and ZMP Constraint

Author 1: Arbia Ayari Author 2: Jilani Knani

The research works contained in this paper are focused on the generation of a stable walking pattern of a biped robot and the study of its dynamic equilibrium while controlling the two following criteria; the centre of gravity COG and the zero-moment point ZMP. The stability was controlled where the… Read full abstract & cite →

Biped robot COG ZMP stability LIPM LPM walking gait

Abstract doi.org/10.14569/IJACSA.2018.090945 PDF

46

Enhancing the Secured Software Framework using Vulnerability Patterns and Flow Diagrams

Author 1: Nor Hafeizah Hassan Author 2: Nazrulazhar Bahaman Author 3: Burairah Hussin Author 4: Shahrin Sahib

This article describes the process of simplifying the software security classification. The inputs of this process include a reference model from previous researcher and existing Common Vulnerabilities and Exposure (CVE) database. An interesting aim is to find out how we can make the secured software framework implementable in practice. In… Read full abstract & cite →

Software secured framework security classification software security common vulnerabilities and exposures

Abstract doi.org/10.14569/IJACSA.2018.090946 PDF

47

Intrusion Detection System with Correlation Engine and Vulnerability Assessment

Author 1: D.W.Y.O. Waidyarathna Author 2: W.V.A.C.Nayantha Author 3: W.M.T.C.Wijesinghe Author 4: Kavinga Yapa Abeywardena

The proposed Intrusion Detection System (IDS) which is implemented with modern technologies to address certain prevailing problems in existing intrusion detection systems’ is capable of giving an advanced output to the security analyst. Even though the network of an organization has been secured internally as well as externally the intruders… Read full abstract & cite →

Intrusion detection system (IDS) intrusion detection message exchange format (IDMEF) network intrusion detection system (NIDS) host intrusion detection system (HIDS) security information and event management (siem) correlation machine learning

Abstract doi.org/10.14569/IJACSA.2018.090947 PDF

48

An Expert Comparison of Accreditation Support Tools for the Undergraduate Computing Programs

Author 1: Abdallah Namoun Author 2: Ahmad Taleb Author 3: Mohamed Benaida

Realizing continuous quality improvement within educational programs is a challenging task. However, there exist various assessment tools and models that help in this regard. This paper explores the features and capabilities of three major international accreditation support tools and compares their strengths and weaknesses. The investigated tools include EvalTools, CLOSO… Read full abstract & cite →

Component accreditation support tools continuous quality improvement undergraduate programs assessment student outcomes software

Abstract doi.org/10.14569/IJACSA.2018.090948 PDF

49

Development of a Novel Approach to Search Resources in IoT

Author 1: Nisar Hussain Author 2: Tayyaba Anees Author 3: AzeemUllah

Internet of Things (IoT) referred to interconnected the world of things like physical devices, cars, sensors, home appliances, actuators and machines embedded with software at any time, any location. The increasing number of IoT devices facing challenges which are registration, integration, describing sensor, interoperability, semantics, security, discovery and searching. The… Read full abstract & cite →

IoT IoT resources search engine for IoT SensorM

Abstract doi.org/10.14569/IJACSA.2018.090949 PDF

50

Automatic Pavement Cracks Detection using Image Processing Techniques and Neural Network

Author 1: Nawras Shatnawi

Feature extraction methods and subsequent neural network performances were used in this research to impose proper assessment for distressed roads for a case study area in the North of Jordan. Object recognition method was used to extract roads cracks from airborne images acquired by drones. After images has been thresholded… Read full abstract & cite →

Artificial neural network (ANN) feature extraction image processing pavement crack

Abstract doi.org/10.14569/IJACSA.2018.090950 PDF

51

Study of Routing Protocols on CBR and VBR Applications in VANET Scenario

Author 1: Pooja Sharma

Vehicular Adhoc Networks (VANETs) are special type of Mobile Adhoc networks (MANETs) where node movement is in pre ordered fashion but with high velocity in comparison to MANETs where nodes move in random manner. Due to high mobility of nodes, reliable data streaming in vehicular networks is a complex and… Read full abstract & cite →

VANETS routing protocols qualnet traffic types introduction

Abstract doi.org/10.14569/IJACSA.2018.090951 PDF

52

A Survey on Smartphone-Based Accident Reporting and Guidance Systems

Author 1: Alexandra Fanca Author 2: Adela Puscasiu Author 3: Honoriu Valean Author 4: Silviu Folea

Every day, around the world, a large percentage of people die from road accidents and falls. One of the reasons for a person's death during accidents is the unavailability of first aid, due to the delay in informing about the accident. Thus, in the case of incidents involving vehicles or… Read full abstract & cite →

Smartphone accident detection algorithm reporting accident mobile application sensors

Abstract doi.org/10.14569/IJACSA.2018.090952 PDF

53

Printed Arabic Script Recognition: A Survey

Author 1: Mansoor Alghamdi Author 2: William Teahan

Optical character recognition (OCR) is essential in various real-world applications, such as digitizing learning resources to assist visually impaired people and transforming printed resources into electronic media. However, the development of OCR for printed Arabic script is a challenging task. These challenges are due to the specific characteristics of Arabic… Read full abstract & cite →

Optical character recognition arabic printed OCR arabic text recognition arabic OCR survey feature extraction segmentation classification

Abstract doi.org/10.14569/IJACSA.2018.090953 PDF

54

Intelligent Irrigation Management System

Author 1: Wafa Difallah Author 2: Khelifa Benahmed Author 3: Fateh Bounnama Author 4: Belkacem Draoui Author 5: Ahmed Saaidi

It is widely known that water resources are decreasing around the world. Rapid urbanization, population growth, industries and the expansion of agriculture are increasing demand for freshwater. In most countries, including Algeria, irrigation is the largest consumer of water, with about 70% of all freshwater withdrawals being used for irrigation… Read full abstract & cite →

Internet of things irrigation soil solar water wireless sensor network intelligent

Abstract doi.org/10.14569/IJACSA.2018.090954 PDF

55

Securing and Monitoring of Bandwidth Usage in Multi-Agents Denial of Service Environment

Author 1: Ogunleye G. O. Author 2: Fashoto S.G Author 3: Mbunge Elliot Author 4: Arekete S.A Author 5: Ojewumi T.O.

The primary purpose of Denial of Service attack (DoS) is to cripple resources so that the resources are made unavailable to the legitimate users. Due to the inadequate monitoring of activities on the network, it has resulted into huge financial losses. Bandwidth which is one of the resources being used… Read full abstract & cite →

Bandwidth mobile agent multi-agents DoS

Abstract doi.org/10.14569/IJACSA.2018.090955 PDF

56

Internet of Things and Healthcare Analytics for Better Healthcare Solution: Applications and Challenges

Author 1: Zuraida Abal Abas Author 2: Zaheera Zainal Abidin Author 3: Ahmad Fadzli Nizam Abdul Rahman Author 4: Hidayah Rahmalan Author 5: Gede Pramudya Author 6: Mohd Hakim Abdul Hamid

The total number of population in the world will keep on increasing. This will eventually pose challenges towards quality of life for example issues related to healthcare. Hence, a proper solution needs to be devised in order to face the challenges. Internet of Things (IoT), which is one of the… Read full abstract & cite →

Internet of things analytics healthcare applications challenges

Abstract doi.org/10.14569/IJACSA.2018.090956 PDF

57

Implementation of Forward Chaining and Certainty Factor Method on Android-Based Expert System of Tomato Diseases Identification

Author 1: Kurnia Muludi Author 2: Radix Suharjo Author 3: Admi Syarif Author 4: Fitria Ramadhani

Plant disease is one of the reasons that cause the destruction of plant. It affects plant productivity and quality. Most of the farmers made mistake in cope with this problem because of the lack of knowledge. Expert system is a solution that has been widely used for identifying disease. This… Read full abstract & cite →

Expert system forward chaining certainty factor tomato diseases android

Abstract doi.org/10.14569/IJACSA.2018.090957 PDF

58

Applying Floyd’s Inductive Assertions Method for Verification of Generalized Net Models Without Temporal Components

Author 1: Magdalina Todorova Author 2: Nora Angelova

Generalized Nets are extensions of Petri Nets. They are a suitable tool for describing real sequential and parallel processes in different areas. The implementation of correct Generalized Nets models is a task of great importance for the creation of a number of applications such as transportation management, e-business, medical systems… Read full abstract & cite →

Floyd’s inductive assertions method generalized nets verification formal methods education

Abstract doi.org/10.14569/IJACSA.2018.090958 PDF

59

Location-aware Event Attendance System using QR Code and GPS Technology

Author 1: Zakiah Ayop Author 2: Chan Yee Lin Author 3: Syarulnaziah Anawar Author 4: Erman Hamid Author 5: Muhammad Syahrul Azhar

Attendance process in a university’s event is time consuming and tracking the attendance can be harder. In this paper, a smart event attendance system for a university using QR code and GPS technology is proposed with objective to speed up the process of taking students’ attendance and tracking full attendance… Read full abstract & cite →

Event attendance system quick response (QR) code global positioning system (GPS) android mobile application

Abstract doi.org/10.14569/IJACSA.2018.090959 PDF

60

An Enhanced Malay Named Entity Recognition using Combination Approach for Crime Textual Data Analysis

Author 1: Siti Azirah Asmai Author 2: Muhammad Sharilazlan Salleh Author 3: Halizah Basiron Author 4: Sabrina Ahmad

Named Entity Recognition (NER) is one of the tasks in the information extraction. NER is used for extracting and classifying words or entities that belong to the proper noun category in text data such as person's name, location, organization, date and others. As seen in today's generation, social media such… Read full abstract & cite →

Named entity recognition information extraction fuzzy c-means k-nearest neighbors malay language crime data

Abstract doi.org/10.14569/IJACSA.2018.090960 PDF

61

Towards A Framework for Multilayer Computing of Survivability

Author 1: Abolghasem Sadeghi Author 2: Mohammad Reza Valavi Author 3: Morteza Barari

The notion of survivability has an important position in today enterprise systems and critical functions. This notion has been defined in different ways. However, lacking a comprehensive and multilayer model for computing the survivability quantitatively, is the major gap happened in researches of this field; a model that is tally… Read full abstract & cite →

Network survivability survivability quantification survivability computation system survivability

Abstract doi.org/10.14569/IJACSA.2018.090961 PDF

62

Developing A Model to Predict the Occurrence of the Cardio-Cerebrovascular Disease for the Korean Elderly using the Random Forests Algorithm

Author 1: Haewon Byeon

This study aimed to develop a model for predicting the cardio-cerebrovascular disease of the South Korean elderly using the random forests technique. This study analyzed 2,111 respondents (879 males and 1,232 females), who were age 60 or older, out of total 7,761 respondents, who completed the Seoul Welfare Panel Study… Read full abstract & cite →

Prediction model data mining random forest risk factors cardio-cerebrovascular disease stroke

Abstract doi.org/10.14569/IJACSA.2018.090962 PDF

63

Proposal for a Feature Automation Solution for an IMS-KMS-IoT Platform based on SDN

Author 1: Samba DIOUF Author 2: Kéba GUEYE Author 3: Samuel OUYA Author 4: Gervais MENDY

The concept of the Internet of Things is a paradigm that is gaining more and more ground and soon the number of connected objects will be counted in billions. This will transform our lives and pose new challenges. To meet the challenges of objects several platforms have been proposed by… Read full abstract & cite →

IMS IoT SDN automation KMS

Abstract doi.org/10.14569/IJACSA.2018.090963 PDF

64

A Novel Approach for Background Subtraction using Generalized Rayleigh Distribution

Author 1: Pavan Kumar Tadiparthi Author 2: Srinivas Yarramalle Author 3: Nagesh Vadaparthi

Identification of the foreground objects in dynamic scenario video images is an exigent task, when compared to static scenes. In contrast to motionless images, video sequences offer more information concerning how items and circumstances change over time. Pixel based comparisons are carried out to categorize the foreground and the background… Read full abstract & cite →

Background subtraction segmentation generalized rayleigh distribution (GRD) quantitative evaluation image analysis

Abstract doi.org/10.14569/IJACSA.2018.090964 PDF

65

A Survey on using Neural Network based Algorithms for Hand Written Digit Recognition

Author 1: Muhammad Ramzan Author 2: Hikmat Ullah Khan Author 3: Shahid Mehmood Awan Author 4: Waseem Akhtar Author 5: Mahwish Ilyas Author 6: Ahsan Mahmood Author 7: Ammara Zamir

The detection and recognition of handwritten content is the process of converting non-intelligent information such as images into machine edit-able text. This research domain has become an active research area due to vast applications in a number of fields such as handwritten filing of forms or documents in banks, exam… Read full abstract & cite →

Neural network digit recognition segmentation supervised learning image classification computer vision

Abstract doi.org/10.14569/IJACSA.2018.090965 PDF

66

Comparative Analysis of Support Vector Machine, Maximum Likelihood and Neural Network Classification on Multispectral Remote Sensing Data

Author 1: Asmala Ahmad Author 2: Ummi Kalsom Mohd Hashim Author 3: Othman Mohd Author 4: Mohd Mawardy Abdullah Author 5: Hamzah Sakidin Author 6: Abd Wahid Rasib Author 7: Suliadi Firdaus Sufahani

Land cover classification is an essential process in many remote sensing applications. Classification based on supervised methods have been preferred by many due to its practicality, accuracy and objectivity compared to unsupervised methods. Nevertheless, the performance of different supervised methods particularly for classifying land covers in Tropical regions such as… Read full abstract & cite →

Land cover change detection remote sensing training set supervised classification

Abstract doi.org/10.14569/IJACSA.2018.090966 PDF

67

Mobile Data Collector Routing Protocol Scheme for Scalable Dense Wireless Sensor Network to Optimize Node’s Life

Author 1: Farhan A. Siddiqui Author 2: Jibran R. Khan Author 3: Muhammad Saeed Author 4: M. Arshad Author 5: Nasir Touheed

Wireless Sensor Networks (WSN) is a special kind of network communication architecture which has a very wide range of application and the cost-effectiveness of this architecture boosts its adaptability and usability. The erratic use of WSN, its rapid advancement has encouraged the research community to report several standing problems with… Read full abstract & cite →

WSN MDC node density energy efficient sensor networks agriculture robust networks

Abstract doi.org/10.14569/IJACSA.2018.090967 PDF

68

IMouse: Eyes Gesture Control System

Author 1: Syed Muhammad Tahir Saleem Author 2: Sammat Fareed Author 3: Farzana Bibi Author 4: Arsalan Khan Author 5: Shahzad Gohar Author 6: Hafiz Hamza Ashraf

A high number of people, affected with neuro-locomotor disabilities or those paralyzed by injury cannot use computers for basic tasks such as sending or receiving messages, browsing the internet, watch their favorite TV show or movies. Through a previous research study, it was concluded that eyes are an excellent candidate… Read full abstract & cite →

IMouse eyes gesture control system eye tracking systems mouse cursor eye mouse webcam eye movement

Abstract doi.org/10.14569/IJACSA.2018.090968 PDF

69

Calculation of Pressure Loss Coefficients in Combining Flows of a Solar Collector using Artificial Neural Networks

Author 1: Shahzad Yousaf Author 2: Imran Shafi Author 3: Jamil Ahmad

The paper presents a novel technique for determination of loss coefficients due to pressure by use of artificial neural network (ANN) in tee junctions. Geometry and flow parameters are feed into ANN as the inputs for purpose of training the network. Efficacy of the network is demonstrated by comparison of… Read full abstract & cite →

Artificial neural network pressure loss coefficients for solar collector combining flow

Abstract doi.org/10.14569/IJACSA.2018.090969 PDF

70

Interface of an Automatic Recognition System for Dysarthric Speech

Author 1: Brahim- Fares Zaidi Author 2: Malika Boudraa Author 3: Sid-Ahmed Selouani Author 4: Djamel Addou

This paper addresses the realization of a Human/Machine (H/M) interface including a system for automatic recognition of the Continuous Pathological Speech (ARSCPS) and several communication tools in order to help frail people with speech problems (Dysarthric speech) to access services providing by new technologies of information and communication (TIC) while… Read full abstract & cite →

Automatic Recognition System of Continuous Pathological Speech (ARSCPS) ETSI standard Mel frequency Cepstral Coefficient Front End (ETSI MFCC FE V2.0) Hidden Markov Model Toolkit (HTK) Hidden Models of Markov (HMM) Human/Machine (H/M) Technologies of

Abstract doi.org/10.14569/IJACSA.2018.090970 PDF

71

Personalized E-Learning Recommender System using Multimedia Data

Author 1: Hayder Murad Author 2: Linda Yang

Due to the huge amounts of online learning materials, e-learning environments are becoming very popular as means of delivering lectures. One of the most common e-learning challenges is how to recommend quality learning materials to the students. Personalized e-learning recommender systems help to reduce information overload, which tailor learning material… Read full abstract & cite →

E-Learning recommender system data mining

Abstract doi.org/10.14569/IJACSA.2018.090971 PDF

72

Level of Confidence in Software Effort Estimation by an Intelligent Fuzzy – Neuro - Genetic Approach

Author 1: Poonam Rijwani Author 2: Sonal Jain

Organizations are struggling to deliver the expected software functionality and quality in scheduled time and prescribed budget. Despite availability of numerous advanced effort estimation techniques overestimation and underestimation occur on a vast scale and results in project failures and significant loss to the organization. The paper proposes machine learning based… Read full abstract & cite →

COCOMO II artificial neural networks genetic algorithm fuzzy logic

Abstract doi.org/10.14569/IJACSA.2018.090972 PDF

73

A Controlled Environment Model for Dealing with Smart Phone Addiction

Author 1: Irfan Uddin Author 2: Adeel Baig Author 3: Abid Ali Minhas

Smart phones are commonly used in most parts of the world and it is difficult to find a society that is not affected by the smart phone culture. But the usage of smart phone is crossing the limit of being used as a facility towards high level of abnormal dependency… Read full abstract & cite →

Smart phone addiction Abnormal use of smart phone Healthy society Dealing with smart phone addiction

Abstract doi.org/10.14569/IJACSA.2018.090973 PDF

74

On the Distinction of Subjectivity and Objectivity of Emotions in Texts

Author 1: Manh Hung Nguyen

Emotion classification in texts is an instance of the text classification problem. It therefore could apply some existing text classifiers by considering each emotion as a label of the text. However, most of recent works does not differentiate the subjectivity and objectivity of the same emotion in the text. This… Read full abstract & cite →

Text classification Emotion classification subjec-tive emotion objective emotion

Abstract doi.org/10.14569/IJACSA.2018.090974 PDF

75

First Out First Served Algorithm for Mobile Wireless Sensor Networks

Author 1: Anouar Bouirden Author 2: Maryam El Azhari Author 3: Ahmed Toumanari Author 4: Ahmed Aharoune

Wireless Sensor Networks (WSNs) have recently gained tremendous attention as they cover a vast range of applications requiring an important number of sensor nodes deployed in the area of interest to measure physiological types of data and send it back to the base station for further analysis and treatment. Many… Read full abstract & cite →

MWSNs WSN Packet reception energy consump-tion convex area Mobility Manager

Abstract doi.org/10.14569/IJACSA.2018.090975 PDF

76

Developing Disease Classification System based on Keyword Extraction and Supervised Learning

Author 1: Muhammad Suffian Author 2: Muhammad Yaseen Khan Author 3: Shuakat Wasi

The Evidence-Based Medicine (EBM) is emerged as the helpful practice for medical practitioners to make decisions with available shreds of evidence along with their professional ex-pertise. In EBM, the medical practitioners suggest the medication on the basis of underlying information of patients descriptions and medical records (mostly available in textual… Read full abstract & cite →

Natural language processing Machine Learning Multi-Class Classification Patient descriptions Keyword Extraction

Abstract doi.org/10.14569/IJACSA.2018.090976 PDF

77

Deep Learning based Object Distance Measurement Method for Binocular Stereo Vision Blind Area

Author 1: Jiaxu Zhang Author 2: Shaolin Hu Author 3: Haoqiang Shi

Visual field occlusion is one of the causes of urban traffic accidents in the process of reversing. In order to meet the requirements of vehicle safety and intelligence, a method of target distance measurement based on deep learning and binocular vision is proposed. The method first establishes binocular stereo vision… Read full abstract & cite →

deep learning computer vision binocular stereo vision intelligent transportation

Abstract doi.org/10.14569/IJACSA.2018.090977 PDF

78

Light but Effective Encryption Technique based on Dynamic Substitution and Effective Masking

Author 1: Muhammed Jassem Al-Muhammed

Cryptography and cryptanalysis are in ever-lasting struggle. As the encryption techniques advance, the cryptanalysis techniques advance as well. To properly face the great danger of the cryptanalysis techniques, we should diligently look for more effective encryption techniques. These techniques must properly handle any weaknesses that may be exploited by hacking… Read full abstract & cite →

Encryption techniques dynamic substitution key expansion directive based manipulation block masking

Abstract doi.org/10.14569/IJACSA.2018.090978 PDF

79

Duplicates Detection Within Incomplete Data Sets Using Blocking and Dynamic Sorting Key Methods

Author 1: Abdulrazzak Ali Author 2: Nurul A. Emran Author 3: Siti A. Asmai Author 4: Awsan Thabet

In database records duplicate detection, blocking method is commonly used to reduce the number of comparisons between the candidate record pairs. The main procedure in this method requires selecting attributes that will be used as sorting keys. Selection accuracy is essential in clustering candidates records that are likely matched in… Read full abstract & cite →

Duplicate detection Incomplete Data Set Blocking Methods Sorting key Attribute Selection

Abstract doi.org/10.14569/IJACSA.2018.090979 PDF

80

An Agent Cellular Residential Mobility Model : From Functional and Conceptual View

Author 1: Elarbi Elalaouy Author 2: Khadija Rhoulami Author 3: Moulay Driss Rahmani

Residential mobility is of great challenge to sustainable cities. Developing computer models based simulation could be a powerful tool to support informing urban decisions especially with the fact that half of the world’s population now lives in cities. The present paper presents our detailed model of residential mobility which use… Read full abstract & cite →

Residential mobility land use change computer model multi-agent systems cellular automata

Abstract doi.org/10.14569/IJACSA.2018.090980 PDF

81

Urdu Sentiment Analysis

Author 1: Khairullah Khan Author 2: Wahab Khan Author 3: Atta Ur Rahman Author 4: Aurangzeb Khan Author 5: Asfandyar Khan Author 6: Ashraf Ullah Khan Author 7: Bibi Saqia

Internet is the most significant source of getting up thoughts, surveys for a product, and reviews for any type of service or activity. A Bulky amount of reviews are produced on daily basis on the cyberspace about online products and objects. For example, many individuals share their remarks, reviews and… Read full abstract & cite →

Urdu sentiment analysis social media survey

Abstract doi.org/10.14569/IJACSA.2018.090981 PDF