Project & Research Topics

Topic/Title open for FYP/Master Coursework/Research Application)

*Note All of the topics are strictly for my supervision and must not be taken to be supervised by other lecturers.

*Other topics/title are also encouraged to be proposed by the student related to application development.

*as of 4/1/2023

Main Title Application/System Development Title Recommendation for my Supervision

  1. Kadazandusun dictionary text corpus (e.g., http://sbmb.dbp.gov.my/korpusdbp/Search2.aspx & https://ms.glosbe.com/ms/dtp/lari)

    • admin to add sentences, manages text corpus, manage user, translation, sentence by user.

    • user to register, provide sample translation, sample sentence, suggest translation

    • user to search word and provide all sentences that contain the word

    • user to search word and provide all position of the words

    • sample word dictionary

    • other functions (e.g. like, rating, recommend)


Secondary Title for my Supervision

  1. QuestionBank Management System

  2. UMS Table 4 (Course Synopsis) Management System

  3. FYP Proposal Management System

  4. FYP Presentation Scheduling Management

  5. FKI Student Mentoring Management System

  6. FKI Internship Placement Management System*


Research - These titles are fully research work (for FYP or Master)

  1. Malay-Kadazandusun machine translation using deep learning

  • Task:

        1. Exploiting how samples of translation can be learned by the deep learning

        2. Comparing different deep learning methods for translation

        3. (FYP only: develop small prototype for the translation)

        4. (Master by research only: propose deep learning design)

  2. Kadazandusun speech recognition using deep learning*

  • Task:

        1. Collecting additional speech audio (existing audio data is available)

        2. Compare different deep learning methods for recognition

        3. (FYP only: to develop small prototype for the recognition)

        4. (Master by research only: to propose new/small enhanced deep learning design)

  2. Kadazandusun speech to text

  • Task:

    1. Explore speech to text

    2. Apply speech to text for Kadazandusun language with performance evaluation

    3. (FYP only: to develop small prototype)

    4. (Master by research: to propose methods for speech to text)

  1. Medicinal leaf recognition using deep learning

  • Task:

        1. To gather additional leaf images (existing data is available)

        2. Explore and apply deep learning recognition for leaf recognition

  2. Speech sound problem recognition

Previous FYP Projects List

Semester 1 2021/2022 (Current)

  1. Speech Emotion Recognition in Remote Mental Health Appointments

  2. Book Recommendation System for UMS Library

  3. Web-based Running Event Calendar

  4. Web-based UMS Sandakan Farm Shop

  5. Mobile-based application for personalized Shopping List

  6. Web-Based Sabah Tourist Itinerary Planner System

  7. TempahSukan: A Web-based UMS Sport Equipment and Court Reservation System

  8. Web-based Bloom Taxonomy for Academician

  9. Web-based Sabah Tourism Spot Recommender System

Semester 2 2020/2021

  1. Web-based Kadazan Language Speech Recognition

  2. Web-based Kadazandusun Speech Recognition

  3. Web-based Mandrin Speech Recognition

  4. Web-based Arabic Speech Recognition

  5. Web-based plant recognition system

  6. Running activity recognition and recommendation

  7. Web-based Sabah Homestay recommender system

  8. Table 4 Course Management System

Semester 1 2019/2020

  1. Linear Prediction Cepstral Coefficients (LPCC) feature for Kadazandusun speech recognition with NN

  2. MEL FREQUENCY CEPSTRAL COEFFICIENTS (MFCC) BASED FEATURE FOR KADAZANDUSUN VOICE RECOGNITION WITH SVM

  3. CONTENT-BASED MACHINE LEARNING RECOMMENDER SYSTEM FOR SABAH HOMESTAY

  4. FYP Document Similarity and Analytics using TF-IDF based Text Mining Approach

  5. Solving FYP Presentation Scheduling Problem using Genetic Algorithm

  6. MACHINE TRANSLATION FOR KADAZANDUSUN-MALAY TRANSLATION USING RECURRENT NEURAL NETWORK (RNN)

  7. WEB BASED GROUP ASSIGNMENTS COLLABORATION & MONITORING APP INTEGRATED WITH AI BASED SOLUTIONS RECOMM

  8. ARTIFICIAL INTELLIGENCE BASED DIET SYSTEM

Semester 2 2018/2019

  1. Kadazandusun Word Search Puzzle

  2. Kadazandusun Flashcard for Beginner Language Learning

  3. Cloud-based POS System for small business

  4. UMS ECOCAMPUS Digital Map

  5. Workshop Recommender System

Semester 1 2018/2019

  1. Web-based Kadazandusun Community Dictionary (HTML/PHP/Database)

  2. Mobile App for Kadazandusun Community Dictionary (Mobile App/Android/Database)

  3. Bahasa Malaysia-Kadazandusun sentence translation (HTML/PHP/Database)

  4. TrashMeter: Mobile app for trash report (Mobile App/Android/Google Map/GPS)

  5. Web-based FKI Building Space Management System

Semester 1 2017/2018

  1. UMS Online Flora Repository System (AISYAH FIRZANAH BINTI ABD. MALIK)

  2. Web-based Food and Restaurant Recommendation (JURIAH BINTI LOSIMIN)

  3. Sabah Car Rental Application (NADHIRAH BINTI RAMAN)

  4. UMS Class Finder Application (NUR AINI BINTI RAIMI)

  5. Online Printing Service for SAI Enterprise (SAI SAFIYHAN BIN SAIFUDDIN)

  6. Booking Apps for sports complex (ROHAYA BINTI MOKHTAR)

Semester 1 2016/2017 (UUM)

  1. MyTravel Budget (NURUL FATHIRAH NAJWA BINTI SHAMSHIR)

  2. UUM Online Biodiversity Database (Nurul Nadiasaherra Bt Mohamad Yusoff)