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Integrating Psychology Approach into Course Advisory System Framework for Higher Education Institution 7

Integrating Psychology Approach into Course Advisory System ...

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7th International Conference on Software engineering and Computer systems and 4th International Conference on Computational Science and information management, ICSECS-ICOCSIM 2021

作者： Taib, Ain Nadhira Binti Mohd Zainuddin, F. Rahmah, M. Universiti Malaysia Pahang Faculty of Computing Kuantan26300 Malaysia Faculty of Computing Kuantan26300 Malaysia

ISBN: (纸本)9781665414074

The advisory system is used to guide and support decision-making in such circumstances where more than one decision is viable. High school students are having difficulties in making the right decision in choosing a course while considering their personality. Hence, this study is aiming at proposing a framework that integrates the course advisory system with psychological elements, this integration is expected to penetrate both intelligent elements (advisory system) in advising the best course suits with student's qualification, and psychology elements (student's personality). The framework is then used to develop a prototype system and tested in a ease study. Based on gathered data, the proposed advisory system framework gives a positive impact to most of the respondents. © 2021 IEEE.

关键词： Students

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information Technology Hardware Services based on the Service Quality dimension to the IT Hardware Support Services: A Conceptual Framework 7

Information Technology Hardware Services based on the Servic...

引用

7th International Conference on Software engineering and Computer systems and 4th International Conference on Computational Science and information management, ICSECS-ICOCSIM 2021

作者： Ahmad, Azham Bin Arshah, Ruzaini Abdullah Kamaludin, Adzhar Bin Terengganu Kemaman Malaysia Universiti Malaysia Pahang College of Computing and Applied Sciences Faculty of Computing Pahang Pekan Malaysia

ISBN: (纸本)9781665414074

information Technology hardware services are one of the crucial services to the organization that has an information Technology department or using information Technology technical support services. The services offer to the users or inter-department in the IT hardware services. The study's goal is to improve the quality of information technology hardware services by focusing on issues that arise in daily information Technology operations, especially in information Technology hardware support and services. Issues on the ITHS involve people, processes, and technology. These three issues bring difficulty in information technology hardware services operation in daily routine service and contribute to the poor services in information Technology hardware support to users. From the research perspective, minimal research in scholar in the information Technology hardware area. Most of the studies reflected state-of-the-art research (information Technology Services management). Additionally, minimum research to the information system based on the IT hardware services and only general policy based on the service level agreement reflected the information Technology hardware services. The information Technology hardware service conceptual framework is a new stepforward to the development of the IT hardware assessment model. The idea, new proposed conceptual framework introduces develop, an area in IT hardware services using all the components from the IT Framework and aligned with the SERVQUAL concept of organizational culture and services. Previously, a minimal specific framework or model that direct to the information Technology hardware services, based to the state-of-the-art with service level agreement and only generic policy use on the organization that has the information technology services. Again, the newly develop information Technology Hardware Services conceptual framework integrates with the most relevant IT framework adoption from ITIL, COBIT 5, and CMMI-SVC, to p

关键词： Quality of service

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E-Hailing from Service Quality Perspective: A Malaysian Based Study 7

E-Hailing from Service Quality Perspective: A Malaysian Base...

引用

7th International Conference on Software engineering and Computer systems and 4th International Conference on Computational Science and information management, ICSECS-ICOCSIM 2021

作者： Mohamed Razi, Mohamed Jalaldeen Tamrin, Mohd Izzuddin Mohd Nor, Rizal Mohd University of Kelaniya Dept of Commerce and Financial Management Kelaniya Sri Lanka International Islamic University Malaysia Dept of Information Systems Kuala Lumpur Malaysia International Islamic University Malaysia Dept of Computer Science Kuala Lumpur Malaysia

ISBN: (纸本)9781665414074

On-demand vehicle acquisition with a driver on internet-based platform (e-hailing) has become one of the standard transport modes nowadays. Accordingly, different stakeholders have shown high interest in this concept, including the research community;thus, several types of research have been carried out from different perspectives. The current researchers investigate this phenomenon from Service Quality Perspective. Finding the antecedents of user/passenger use intention is the main objective of this study. A conceptual framework was developed mainly based on RECSA model. Affordability, Reliability, Safety, and Service were considered as the antecedents of customer intention to use. The proposed model was tested using data collected from 352 Malaysian university students. The outcome of the path analysis performed using SMART PLS (3.0) proved that all four factors considered in this study are statistically significant antecedence of user intention. © 2021 IEEE.

关键词： Quality of service

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A Review on Distance Measure Formula for Enhancing Match Detection Process of Generic Code Clone Detection Model in Java Application 7

A Review on Distance Measure Formula for Enhancing Match Det...

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7th International Conference on Software engineering and Computer systems and 4th International Conference on Computational Science and information management, ICSECS-ICOCSIM 2021

作者： Abdullah, Noormaizzattul Akmaliza Hamza, Mohd Azwan Mohamad Ali, Al-Fahim Mubarak Universiti Malaysia Pahang Faculty of Computing College of Computing and Applied Science Pahang Pekan Malaysia

ISBN: (纸本)9781665414074

Two code fragments that are identical to each other and repeatedly being implemented in a software program are called code clones. Code clones are classified into four different type which are clone Type-1, clone Type-2, clone Type-3 and clone Type-4. In the past decades, variegated code clone approaches as well as tools have been utilized for detecting code clones. However, the minimum comprehensiveness or lacking of generality in detecting all four types of code clone, has prompted other researchers to develop a code clone detection model. Generic Code Clone Detection (GCCD) Model is the model that implemented a clone detection for the four types of code clone. GCCD incorporates with process namely Pre-processing, Transformation, Parameterization, Categorization and Match Detection process. This research study intends to ameliorate the code clone detection of GCCD Model through Match Detection process of the respective model. A literature review is done to center a few other models and techniques and distance measure formula that available for calculating the code clones in Match Detection process. Based on the analysis, there are ten distance measure formula will be used to decide on the best method for calculating the code clone in Match Detection process. This study hopes to be used as reference for other researchers in aiding their research regarding code clone detection model. © 2021 IEEE.

关键词： Java programming language

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Blockchain and the Internet of Things: Opportunities and Challenges 7

Blockchain and the Internet of Things: Opportunities and Cha...

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7th International Conference on Software engineering and Computer systems and 4th International Conference on Computational Science and information management, ICSECS-ICOCSIM 2021

作者： Othman Albakri, Ashwag Jazan University College of Comoputer Science and Information Technology Jazan Saudi Arabia

ISBN: (纸本)9781665414074

Since the emergence of Bitcoin, the cryptocurrency, Blockchain technology has received substantial attention from researchers, businesses, and governments. Due to its distinctive feature in which a Blockchain allows for the creation of a trustworthy ledger of transactions that is shared by all entities in the network;eliminating the need for a third party to manage the transactions. The blockchain utilizes cryptographic mechanisms to protect tampering with the transactions stored in the ledger. With such features, blockchain technology shows a great potential to be applied to domains other than finance. It can be utilized in healthcare, transportation and smart cities in which data generated from great many devices (i.e., sensors, IoTs) needs to be stored and managed in a secure way. Throughout this paper, we will discuss how Blockchain could provide security services in environments that encompass IoT devices. We will further explore the possible integration of these two technologies and challenges. © 2021 IEEE.

关键词： Blockchain

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Vehicle Route Tracking System based on Vehicle Registration Number Recognition using Template Matching Algorithm 7

Vehicle Route Tracking System based on Vehicle Registration ...

引用

7th International Conference on Software engineering and Computer systems and 4th International Conference on Computational Science and information management, ICSECS-ICOCSIM 2021

作者： Kiew, Lai Chor Muzahid, Abu Jafar Md Kamarulzaman, Syafiq Fauzi Universiti Malaysia Pahang Faculty of Computing Pahang26600 Malaysia

ISBN: (纸本)9781665414074

Object Recognition Technology has become widely applied in various field in order to increase efficiency, security and lifestyles. One field particularly requires the utilization of such technology is for vehicle recognition system. Vehicle Recognition System provides access to information of particular vehicles whether for security or service purposes. This paper propose a vehicle route tracking system that provide recognition of vehicles and tracking of these vehicles within a network surveillance camera range. The system obtained data from cameras, conduct analysis on those data and finally can trace the route and present location of the targeted car to the user. The system utilizes a Template Matching Algorithm for recognition of the registration number and together with Global Positioning System information, a tracking system was develop. The system provide an accuracy around 80% confidence when detecting a vehicle plate number and successfully display the path of the vehicle based on the time and location of the vehicle detected. © 2021 IEEE.

关键词： Neural networks

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An Experimental Comparison of Unsupervised Keyphrase Extraction Techniques for Extracting Significant information from Scientific Research Articles 7

An Experimental Comparison of Unsupervised Keyphrase Extract...

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7th International Conference on Software engineering and Computer systems and 4th International Conference on Computational Science and information management, ICSECS-ICOCSIM 2021

作者： Bin Sarwar, Talha Mohd Noor, Noorhuzaimi Universiti Malaysia Pahang Faculty of Computing College of Computing and Applied Sciences Pekan26600 Malaysia

ISBN: (纸本)9781665414074

The automatic extraction of key information from an article that expresses all of the document's main elements is referred to as keyphrase extraction. The number of scientific research articles each year is growing. Finding a research article on relevant topics or summarizing a particular research article using important information has become time-consuming by going through the entire article. Therefore, the textual information processing task involves the automatic keyphrase extraction from a document that expresses all of the document's main elements. This article aims to make an experimental comparison of different unsupervised keyphrase extraction approaches, namely statistical-based, graph-based, and tree-based. The experiment is conducted upon 120 research articles from different subject areas of the computer science. The comparison between different techniques is made by calculating the precision, recall, and Fl-score. The overall performance of the experimental result shows that KP-Miner, a statistical-based technique, outperforms all the other graph-based and tree-based techniques. Among the other techniques, the tree-based technique TeKET performs better after KPMiner. The statistical-based and tree-based approach performs better than the graph-based approach. © 2021 IEEE.

关键词： Graphic methods

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Performance Evaluation of Hybrid Feature Selection Technique for Sentiment Classification based on Food Reviews 7

Performance Evaluation of Hybrid Feature Selection Technique...

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7th International Conference on Software engineering and Computer systems and 4th International Conference on Computational Science and information management, ICSECS-ICOCSIM 2021

作者： Awang, Suryanti Syafiqah Mohd Nafis, Nur Kuantan Malaysia Universiti Malaysia Pahang Faculty of Computing Kuantan Malaysia

ISBN: (纸本)9781665414074

This paper presents an evaluation of the performance efficiency of sentiment classification using a hybrid feature selection technique. This technique is able to overcome the issue of lack in evaluating features importance by using a combination of TF-IDF+SVM-RFE (Term Frequency-Inverse Document Frequency (TF-IDF) and Supports Vector Machine (SVM-RFE)). Feature importance is measured and significant features are selected recursively based on the number of significant features known as k-top features. We tested this technique with a food reviews dataset from Kaggle to classify a positive and negative review. Finally, SVM has been deployed as a classifier to evaluate the classification performance. The performance is observed based on the accuracy, precision, recall and F-measure. The highest accuracy is 80%, precision is 82%, recall is 76% and F-measure is 79%. Consequently, 24.5% of the features to be classified in this technique have been reduced in obtaining these highest results. Thus, the computational resources are able to be utilized optimally from this reduction and the classification performance efficiency is able to be maintained. © 2021 IEEE.

关键词： Sentiment analysis

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The Impact of AR/VR on Spatial Memory Performance of Learners: A review 7

The Impact of AR/VR on Spatial Memory Performance of Learner...

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7th International Conference on Software engineering and Computer systems and 4th International Conference on Computational Science and information management, ICSECS-ICOCSIM 2021

作者： Atta, Mohammed Thamir Romli, Awanis Majid, Mazlina Abdul University Malaysia Pahang Faculty of Computing Pahang Pekan26600 Malaysia University Malaysia Pahang Center of Instructional Resources E-Learning Pahang Pekan26600 Malaysia

ISBN: (纸本)9781665414074

Today, the advancement in Augmented Reality (AR) and Virtual Reality (VR) pave the way for establishing a simulated three-dimensional world for educational purpose and interactive learning. AR technology witness an increasing usage in recent years in the learning process of several areas of knowledge. However, using AR in education is still a big challenge and limited. There are certain constrains linked to the perception of learners to use AR as well as it is unclear to what extent this technology improves the spatial performance of learners in certain academics. Another question this study tries to answer, why AR is more effective than VR in preserving knowledge in learners' minds. The purpose of this paper is to review the most important theories and reports on AR in education, and its connection to human spatial memory. The review of literature reveals that VR is an efficient technology and provide good tools for spatial memory research, but it still not compared with respect to spatial performance with AR. The significant impact of AR on learning ability of student is high by creating a sustainable and immersive education environment which enhance students' spatial memory, especially in academic fields that are based on visual topics. © 2021 IEEE.

关键词： Augmented reality

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RSU-aided Mobility-aware Dynamic Resource Allocation for Vehicular Cloud Services 7

RSU-aided Mobility-aware Dynamic Resource Allocation for Veh...

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7th International Conference on Software engineering and Computer systems and 4th International Conference on Computational Science and information management, ICSECS-ICOCSIM 2021

作者： Elahi, Mohammad Mamun Rahman, Md. Mahbubur Islam, Mohammad Mahfuzul United International University Department of Cse Dhaka Bangladesh Military Institute of Science and Technology Department of Cse Dhaka Bangladesh Bangladesh University of Engineering and Technology Department of Cse Dhaka Bangladesh

ISBN: (纸本)9781665414074

Efficient allocation of resources among the competing applications can pose many challenges in realizing vehicular cloud services (VCS). First, high mobility of vehicles and frequent change in topology makes formation and maintenance of vehicular cloud difficult. Second, applications representing vehicular cloud services are highly heterogeneous in nature in terms of resource requirements. Finally, available amount of resources at a particular time may be less than the required resources. In this paper, we have studied the behaviour of dynamic resource allocation strategies in a vehicular cloud scenario, where a road side unit (RSU) will coordinate the information gathering and resource allocation among the competing services. We have used bandwidth as a resource and vehicles willing to share excess bandwidth will act as service vehicles. Vehicles requiring bandwidth will act as client vehicles and will broadcast their needs to the RSU mentioning minimum and maximum requirements of bandwidth. The RSU will use dynamic resource allocation algorithms to distribute the client vehicle service tasks to suitable service vehicles. Three algorithms have been proposed based on different performance parameters. We have simulated and tested the performance of the proposed algorithms in different vehicular cloud scenarios and discussed the results to gain some insights on dynamic resource provisioning for vehicular cloud services. © 2021 IEEE.

关键词： Resource allocation

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