All posts by izzad Ramli

Why you do the research.

Who can benefit.

GIve a group of user can benefit from the system/project.

The aim of this Final Year Project is to clearly define the primary goal of the research by stating it in a concise, single sentence that captures the core purpose of the entire project. This aim serves as the foundation for all activities, development, and analysis carried out during the research, guiding the direction and focus toward solving a specific problem or achieving a particular innovation. By articulating a clear and focused aim, the project ensures alignment with its objectives and helps communicate its significance and intended outcomes to supervisors, examiners, and stakeholders.

To fulfill the aim of this Final Year Project, three key objectives have been established. The first objective is to conduct a comprehensive analysis of the problem domain and gather relevant user or system requirements to ensure the solution is aligned with actual needs. The second objective is to design and develop a working system or application that incorporates essential features, functionality, and user-friendly interfaces based on the gathered requirements. The third objective is to evaluate and test the developed solution through user feedback and performance assessments to validate its effectiveness, reliability, and potential for real-world application.

Objectives should contain 3 objectives.

• 1) To study/examine/explore/find certain algorithm to solve the problem.
• 2) To develop/construct/model/ app/system/game using the algorithm.
• 3) To evaluate/test the functionality of the app/system

The objectives must tally with the problem statement and mention in details the implementation in the methodology.

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INTERACTIVE SPELLING GAME-BASED LEARNING FOR PRESCHOOL STUDENTS

This project aims to develop an interactive mobile game to hone English spelling skills among preschool students. The objectives of this proposal are:  

1. To study the approach of interactive learning method by game-based learning.
2. To develop an interactive spelling game for mobile.
3. To test the functionality and usability of interactive spelling games.

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EV CHARGING APPLICATION USING HAVERSINE DISTANCE ALGORITHM

This project aims to develop EV charging application in mobile platform. The objectives of this project are:  

1. To study a suitable algorithm to find the nearest EV charging station.
2. To develop the EV Charging Station Locator using Haversine Distance algorithm for distance calculation.
3. To test the functionality of the EV Charger Station Locator mobile application.

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DROWSINESS DETECTION APPLICATION USING LANDMARK DETECTION

This project aims to develop facial expression recognition for drowsiness detection in mobile platform. The main objectives of this project are: 

1. To study the suitable facial expression recognition algorithm for mobile application.
2. To design and develop driving alert system based on facial expression recognition.
3. To test the functionality of facial expression recognition on mobile application.

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PERSONALIZED WARDROBE STYLIST RECOMMENDER SYSTEM USING ARTIFICIAL INTELLIGENCE APPROACH 

This project aims to develop a mobile application personalized stylist recommender system using AI specifically for the fashion domain to provide tailored outfit suggestions and improve wardrobe utilisation. Thus, the objectives include: 

1. To identify a suitable AI-driven recommendation approach in personalized fashion recommendations and wardrobe management. 
2. To construct a mobile application personalized stylist recommender system for generating outfit suggestions and managing wardrobes based on the identified approach. 
3. To evaluate the performance of the recommender system using relevant evaluation metrics. 

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INTERACTIVE TAJWID MEMORIZATION MIND MAP GAME

This project aims to develop an Interactive Tajwid Memorization Mind Map Game specifically for primary school students preparing for PSRA exams, students with general memorization difficulties and ADHD to enhance their memorization and retention skills in the Tajwid subject. Thus, the objectives include to:  

1. To identify suitable approach to enhance memorization in Tajwid subject. 
2. To develop a web-based interactive Tajwid mind map memorization game. 
3. To evaluate the game’s effectiveness in improving Tajwid memorization of students. 

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 GAMIFIED LEARNING FOR FOUNDATIONAL LITERACY AND NUMERACY: A GAME FOR MALAYSIAN CHILDREN AGED 7 

This project is focusing on developing a game specifically for foundational literacy and numeracy to provide an engaging, interactive platform that nourishes reading, writing, and counting skills in a structured and enjoyable way for young learners. Thus, the objectives include to: 

1. To identify the elements of game-based learning in enhancing foundational literacy and numeracy skills.  
2. To develop game-based learning by using K-Nearest Network (KNN) to enhance foundational literacy and numeracy skills  
3. To test the functionality and usability of game-based learning by using K- Nearest Network.  

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 WEB-BASED MERCHANDISE SYSTEM USING INTERACTIVE MULTIMEDIA 

In order to overcome the problem in e-commerce web-based platforms, this project aims to develop a web system specifically for web-based merchandise by using interactive multimedia methods. Thus, the objectives include to:  

1. To identify suitable 3D features in e-commerce system.  
2. To develop merchandise web-based using 3D features.   
3. To evaluate the functionality of the system.  

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WEB-BASED MERCHANDISE SYSTEM USING INTERACTIVE MULTIMEDIA 

The project aims to create a corrosion classification system designed specifically for the oil and gas sector that uses image processing and Transfer Learning to automatically recognise and evaluate corrosion from images of equipment surfaces. Therefore, the objectives include the following:  

1. To identify machine learning algorithms for classifying early corrosion in land-based image data.   
2. To develop CorroSense that can analyze image data by Transfer Learning.    
3. To evaluate CorroSense using performance metrics across diverse environmental conditions and image qualities.