ASSOCIATE PROFESSOR DR. SULIANA BINTI SULAIMAN

Head Of Department,
Department Of Software Engineering And Smart Technology

suliana
@meta.upsi.edu.my

05-4505055

RESEARCHER ID

EXPERTISE

Teknologi Maklumat
Artificial Intelligence

Research
(Principal Investigator)

6

RM185,011

Publication

61

Supervision

7

PhD

12

Master
Consultation

RM49,075

Biography

A lecturer from the Faculty Of Computing And Meta-Technology , Universiti Pendidikan Sultan Idris (UPSI), Tanjung Malim, Perak, Malaysia. Specializes in Artificial Intelligence.











1 Modul Latihan di Ruang Daya Cipta, Manong, Perak

Yayasan Inovasi Malaysia

2023 Leader Completed
2 Jom Coding: Praktis Bersama Python dan Rasperry PI

InfotrendSolutios Sdn Bhd

2022 Leader Completed
3 Consultant for Expertise in IoT, AI, Green Technology & Digital Education for International Mobility Program National Yunlin University of Science & Technology, Taiwan with Sultan Idris Education University

National Yunlin University of Science & Technology, Taiwan with Sultan Idris Education University

2023 Leader In Progress
4 Perundingan untuk Program Latihan Guru (TTUZ-3) untuk Jabatan Penterjemah Bahasa Inggeris, Uzbekistan State World Languages University, Uzbekistan

Jabatan Penterjemah Bahasa Inggeris, Uzbekistan State World Languages University, Uzbekistan

2024 Member Completed
5 Perundingan untuk Program Latihan Guru (TTUZ-1) untuk Fakulti Rekabentuk, National Institute of Fine Arts and Design, Uzbekistan

National Institute of Fine Arts and Design (NIFAD), Uzbekistan

2024 Member Completed
6 Perundingan untuk Program Latihan Guru (TTUZ-2) fokus kepada Aplikasi Emerging Technology untuk Jabatan Bahasa Asing, National Institute of Fine Arts and Design, Uzbekistan

National Institute of Arts & Design (NIFAD), Tashkent, Uzbekistan

2024 Member Completed
7 Digital Empowerment: Fostering Education Environment Awareness through E-Sports Engagement

Amphenol Corporation TCS Sdn Bhd

2024 Member Completed
8 Pembangunan Kandungan Digital - Pemerkasaan Komuniti (KTP UPSI 2023)

Jawatankuasa Pembangunan dan Keselamatan Kampung, Kampung Batu 8, Behrang Ulu.

2023 Member Completed
9 Pembangunan Sistem Bersepadu Kedai Emas Akhbar

Kedai Emas Akhbar

2022 Member Completed
10 PROJEK PERUNDINGAN PIE PROGRAMME FOR WISE (WOMEN IN SUSTAINABLE AND SAFE AI)

BRITISH COUNCIL UK (melalui CARDIFF METROPOLITAN UNIVERSITY)

2025 Member In Progress
1 Penasihat Luar (Akademik) Untuk Pembangunan Program Baru Diploma in Software Engineering di KPTM Kota Bharu

KPTM Kota Bharu

2016 Member Completed
2 Penyelia dan Pencerap Bengkel Kompetensi Pensyarah Darul Quran Jakim dan Lokasi Tambahan Darul Quran

Darul Quran

2020 Member Completed
3 PEMBANGUNAN SISTEM KAUNSELING ISLAM

Infotrend

2018 Member Completed
4 Lawatan Kerja Dari Kolej Poly-Tech Mara Kota Bharu, Kelantan Ke Universiti Pendidikan Sultan Idris (Penawaran Program SE di KPTM)

Kolej Poly-Tech Mara Kota Bharu, Kelantan

2016 Member Completed
5 Curriculum Review Workshop

Universiti Malaya

2014 Member Completed
6 Consultant

InfotrendSolutions Sdn Bhd

2020 Member In Progress
7 Pelantikan sebagai Ahli Projek- Hots Python, Sekolah Bitara

Sekolah Bitara

2016 Member In Progress
1 Data-Efficient Speech Synthesis For Low-Resource Regional Languages In Riau Province, Indonesia Using VITS

2026 PhD International Supervisor Presentation

2 Expressive Text-To-Speech Synthesis With Hierarchical Linguistic And Prosodic Modeling Based On Vits

2026 PhD International Supervisor Presentation

3 Experimental Study On Driving Scenarios And Driver Behaviors In Malaysia By Using Machine Learning Techniques

2021 PhD International Co-Supervisor Completed

4 Towards Reliable Healthcare Decision-Making: A Trustworthy Decentralised, Machine Learning Approach Combined With Multi-Criteria Decision-Making

2026 PhD International Co-Supervisor In Progress

5 A Resource-Conscious, AI-Driven Intrusion Detection Framework For Critical Infrastructure In Small Island Nations (SINs)

2026 PhD International Co-Supervisor In Progress

6 Sistem Pengesyoran Makanan Bernutrisi Berintervensikan Perubahan Tingkah Laku Menggunakan Pendekatan Saringan Hibrid

2026 PhD National Supervisor Presentation

7 Pembangunan Dan Penilaian Model Gamifikasi Adaptif Untuk Meningkatkan Penglibatan Dan Motivasi Pembelajaran Murid Pendidikan Khas Di Bahagian Pedalaman Negeri Sarawak

2026 PhD National Co-Supervisor Presentation

8 Classification Of Driver Behaviour Using Machine Learning

2021 Master International Supervisor Completed

9 A Development Of A Sentiment Analysis Model For Teaching And Learning Using Text Messaging Based On The BERT Model

2026 Master International Supervisor Waiting for Viva

10 Artificial Intelligence Data-Driven Training Needs Analysis With Personalized Learning For Maintenance And Engineering Personnel In Airline Industry

2026 Master International Co-Supervisor Presentation

11 Hubungan Antara Kebergunaan, Kemudahgunaan, Sikap Dan Kualiti Maklumat Dengan Niat Penggunaan Aplikasi Pangkalan Data Murid (APDM)

2019 Master National Supervisor Completed

12 Sentiment Analysis For Malay News Headlines

2022 Master National Supervisor Completed

13 Pembangunan Aplikasi Pemilihan Laluan Penyelia Latihan Industri Berdasarkan Traveling Salesman Problem (TSP)

2022 Master National Supervisor Completed

14 Sistem Alokasi Pengelompokan Pelajar Praktikum

2014 Master National Supervisor Completed

15 Keberkesanan Persembahan Video Multimedia Terhadap Minat Pelajar Tingkatan 2 Dalam Sejarah

2014 Master National Supervisor Completed

16 Proper Noun Detection Using Regex Algorithm And Rules For Malay Named Entity Recognition

2018 Master National Supervisor Completed

17 Pembangunan Sistem Pengurusan Projek Tahun Akhir Berasaskan Context-Aware Recommendation Dengan Retrieval Augmented Generation Dalam Kejuruteraan Perisian

2026 Master National Supervisor In Progress

18 The Effect Of Augmented Reality Courseware Towards The Students' 3D Modelling Performance At A Community College

2020 Master National Co-Supervisor Completed

19 Development Of Smart Architecture Water Pollution Resilience

2026 Master National Co-Supervisor Presentation

1 KUASA HIJAU

2024 Penerbit Universiti Pendidikan Sultan Idris (UPSI)

1 The Effectineness of Jawi Stemmer for Retrieving Relevant Malay Document in Jawi Characters

2014 International

2 Anxiety Assistance Mobile Apps Chatbot Using Cognitive Behavioural Therapy

2022 International

3 Pull-up Counter Device Using Arduino Uno for Fitness Purposes

2022 International

4 Using Stanford NER and Illinois NER to Detect Malay Named Entity Recognition

2017 International

5 Analisis Keperluan Fungsi e-WLOAD

2021 International

6 Personalized Design Model for Children with Reading Difficulties

2020 International

7 AFTERCOVID: TOWARDS PRODUCING A WEB-BASED APPLICATION FOR MONITORING LONG COVID SYNDROME PATIENT

2022 National

8 The Digital Short Stories Engineering (D2SE) Framework in Creating Stories on Computational Thinking Theme for Children Aged 3-4 Years

2022 National

9 WhysoSeriousGame: A Conceptual Framework for Learning Motivation through Serious Game

2021 National

10 Malay Named Entity Recognition: A Review

2015 National

11 Enhancing Sentiment Classification Accuracy Through Pre-Processing In Educational Text Messenger Data

2025

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1 Enhancing Sentiment Classification Accuracy Through Pre-Processing In Educational Text Messenger Data
Journal Bit-Tech

2025Google ScholarCo-AuthorCorrespondence Author
2 The Application of Emotion Detection System (EmoD) in Online Learning
Journal of Advanced Research in Applied Sciences and Engineering Technology

2024SCOPUSFirst AuthorCorrespondence Author
3 IoT-Based Water Monitoring Systems: A Systematic Review
Water (Switzerland)

2022Web of ScienceCorrespondence Author
4 Anxiety Assistance Mobile Apps Chatbot Using Cognitive Behavioural Therapy
International Journal of Artificial Intelligence (IJAI)

2022Google ScholarFirst Author
5 Anxiety Assistance Mobile Apps Chatbot Using Cognitive Behavioural Therapy
International Journal of Artificial Intelligence (IJAI)

2022Google ScholarFirst Author
6 Pull-up Counter Device Using Arduino Uno for Fitness Purposes
International Journal of Recent Technology and Applied Science

2022Google ScholarFirst Author
7 Question Classification Based on Cognitive Levels using Linear SVC
Test Engineering and Management

2020SCOPUSCorrespondence Author
8 Using Stanford NER and Illinois NER to Detect Malay Named Entity Recognition
International Journal of Computer Theory and Engineering

2017Google ScholarFirst Author
9 The effectiveness of a Jawi stemmer for retrieving relevant Malay documents in Jawi characters
ACM Transactions on Asian Language Information Processing

2014SCOPUSFirst Author
10 Multicriteria Decision-Making Framework for Robust Energy Management AI Solutions
Sustainable Futures

2025SCOPUSCo-Author
11 AR-Speaking Buddy: Designing Content and User Interface of An Augmented Reality (AR)-Based Application for Malaysian Children Speaking Practice
Journal of Advanced Research in Applied Sciences and Engineering Technology

2024SCOPUSCo-Author
12 Green Computing Innovation Index Measurement Using Fuzzy Inference System for Young Inventors
Journal of Advanced Research in Applied Sciences and Engineering Technology

2023SCOPUSCo-Author
13 AR SPEAKING BUDDY: DEVELOPMENT AND EVALUATION OF AN AUGMENTED REALITY‐BASED APPLICATION FOR MALAYSIAN CHILDREN READING PRACTISE
Journal of Advanced Research in Applied Sciences and Engineering Technology

2023SCOPUSCo-Author
14 AFTERCOVID: TOWARDS PRODUCING A WEB-BASED APPLICATION FOR MONITORING LONG COVID SYNDROME PATIENT
Journal of Creative Industry and Sustainable Culture (JCISC)

2022Academic JournalCo-Author
15 Smart Platform for Water Quality Monitoring System using Embedded Sensor with GSM Technology
Journal of Advanced Research in Fluid Mechanics and Thermal Sciences

2022SCOPUSCo-Author
16 The Digital Short Stories Engineering (D2SE) Framework in Creating Stories on Computational Thinking Theme for Children Aged 3-4 Years
Journal of ICT in Education

2022Malaysian Citation IndexCo-Author
17 The Development of an e-Workload Distribution System: A Focus on the Fair Distribution of Teaching Workloads of Lecturers
Asian Journal of University Learning

2020SCOPUSCo-Author
18 WhysoSeriousGame: A Conceptual Framework for Learning Motivation through Serious Game
Journal of ICT in Education

2021Non IndexCo-Author
19 Analisis Keperluan Fungsi e-WLOAD
Journal of Engineering, Technology and Applied Science

2021Academic JournalCo-Author
20 Discovering the Role of Problem-Solving and Discussion Techniques in the Teaching Programming Environment to Improve Students' Computational Thinking Skills
International Journal of Information and Education Technology

2021SCOPUSCo-Author
21 Improving Novice Students Computational Thinking Skills by Problem-Solving and Metacognitive Techniques
International Journal of Learning, Teaching and Educational Research

2021SCOPUSCo-Author
22 The Use of Delphi Technique in Validating a Teaching and Learning Model for Enhancing Students' Computational Thinking Skills
Universal Journal of Educational Research

2020SCOPUSCo-Author
23 Personalized Design Model for Children with Reading Difficulties
Test Engineering and Management

2020SCOPUSCo-Author
24 Malay Named Entity Recognition: A Review
Journal of ICT in Education

2015Non IndexCo-Author
25 FEATURE EXTRACTION USING REGULAR EXPRESSION IN DETECTING PROPER NOUN FOR MALAY NEWS ARTICLES BASED ON KNN ALGORITHM
Journal of Fundamental and Applied Sciences

2017Google ScholarCo-Author
1 Using Standford NER & Illinois NER to detect Malay Named Entity Recognition

2015 International

2 Mapping of Asmaulhusna in Industrial Training Location CIustering System (SPOLI) using K-Means

2015 International

3 A Malay Stemmer for Jawi Characters

2011 International

4 Spelling Error Detector Rule for Jawi Stemmer

04 A International

5 HUBUNGAN ANTARA KEBERGUNAAN, KEMUDAHGUNAAN, SIKAP DAN KUALITI MAKLUMAT DENGAN NIAT PENGGUNAAN APLIKASI PANGKALAN DATA MURID (APDM)

2019 International

6 A malay stemmer for jawi characters

2011 International

7 ProSight: Personalised Learning Using GenAI for Software Project Development

2024 International

8 IChatMate: Your Personal Counselling Assistant Chatbot Using Islamic Intervention and Cognitive Behavioural Theory

2024 International

9 AUGMENTED REALITY BASED APPLICATION FOR MALAYSIAN CHILDREN READING PRACTISE

2023 International

10 ANALISIS KEPERLUAN FUNGSI e-WLOAD

2019 International

11 Mapping of Asmaul Husna In Industrial Training Location Clustering System (SPOLI) Using K-MEANS

2015 International

12 Integrating AI in Data Warehousing and OLAP: A pathway to Enhanced Analaytics and Insights in Modern Data Ecosystems

2024 National

13 Advancing Smart Environments through Artificial Intelligence and Machine Learning: Innovations, Applications, and Challenges

2024 National

14 Stemmer for Jawi Character

Sept National

15 Pemetaan Kod Aksara Unicode ke Format RTF Menggunakan Fon JawiMMM

5 Di National

1 International University Carnival on E-Learning (IUCEL) X K-Novasi

2024 Art International

2 The development of an e-Workload Distribution System: A focus on the fair distribution of teaching workloads of lecturers

2020 Art International

3 MyEmoD: Emotion Detection Using Deep Learning Approach

2020 Policy International

4 Student Learning Time Calculator Apps

2020 Poster International

5 Creativity and Innovation Competition (CITEC) 2024

2024 Art National

6 Uzbekistan-Malaysia Strengthen Research and Academic Collaboration Through MoA for Young Scientist Uzbek Scholars Program at UPSI

2025 Popwrit National

7 UPSI, Universiti Uzbekistan Jalin Kerjasama Antarabangsa Dalam Bidang IT, AI dan Teknologi Hijau

2025 Popwrit National

8 ProSight: Scrum-Driven Generative AI System for Optimising Workflow Efficiency

2024 Poster National

9 PEMBANGUNAN KOLEKSI CERITA PENDEK DIGITAL UNTUK MEMUPUK PEMIKIRAN KOMPUTASIONAL DALAM KALANGAN KANAK-KANAK TASKA

2023 Report National

10 Bab 6: Kesimpulan dan Cadangan

2022 Chapter in Book National

11 Polisi dan Strategi Pelaksanaan Latihan TLAS untuk Kakitangan Akademik UPSI

2022 Policy National

12 SLT Kalkulator Application

2020 Poster National

13 Laporan akhir penyelidikan MODEL PENGAJARAN DAN PEMBELAJARAN BAGI MENINGKATKAN KEMAHIRAN PEMIKIRAN KOMPUTASI DALAM KALANGAN PELAJAR NOVIS

2020 Report National

14 Formula Kejayaan Projek IT Tahun Akhir

2020 Manuskrip National

15 Modul Projek Tahun Akhir: Langkah Demi Langkah

2020 Manuskrip National

16 Student Learning Time Calculator Application (SLT CalApps): Solving the CA issue during COVID-19 Pandemic

2020 Art National

17 Final Report for Named Entity Recognition to Detect Malay Proper Noun

2018 Report National

18 Sistem Pengelompokan Organisasi Latihan Industri Menggunakan K-Means (SPOLI)

2016 Report National

19 Media Sosial, E-mel Dan Cloud Storage

2014 Chapter in Book National

20 Pengakar Perkataan Bahasa Melayu Berdasarkan Aksara Jawi

2013 Chapter in Book National

1 Named Entity Recognition To Detect Malay Proper Nouns

2014 Leader Kementerian Pengajian Tinggi Completed

2 Sistem Pengelompokan Organisasi Latihan Industri Menggunakan K-Means (SPOLI)

2014 Leader Universiti Pendidikan Sultan Idris Completed

3 Learning Sentiment Model On Instant Messenger Data For Teaching & Learning

2022 Leader In Progress

4 Menaik Taraf Modul Penasihatan Akademik-MySIS Menggunakan Papan Pemuka Analitik Pembelajaran – Fasa 1

2025 Leader In Progress

5 Emotion Detection System For Online Learning (Sistem Pengesanan Emosi Untuk Pembelajaran Dalam Talian)

2020 Leader Universiti Pendidikan Sultan Idris In Progress

6 Pengecaman Soalan Berdasarkan Aras Kognitif Dalam Taksonomi Bloom Secara Automatik

2017 Leader Universiti Pendidikan Sultan Idris In Progress

7 Development The Prototype For Tech-Driven Wildlife Preservation: Harnessing Bioacoustics, Cloud Architecture, Al And Sustainable. Technologies For Malaysian Forest Conservation

2024 Member Wwf - Malaysia Completed

8 Design And Development Of E-Sport Based Environmental Education Teacher Training Module On IOT Platform

2023 Member Worl Wide Fund (wwf) Completed

9 Model Pengajaran Dan Pembelajaran Bagi Meningkatkan Kemahiran Pemikiran Komputasi Dalam Kalangan Pelajar Novis

2019 Member Kementerian Pengajian Tinggi Completed

10 New M2M Architecture Of Active RFID Technology And Wireless Mesh Sensor Network On Fertilizing, Irrigation System And Pest Control In Agriculture.

2016 Member Kementerian Pertanian Dan Asa Tani Completed

11 Pembangunan Koleksi Cerita Pendek Digital Untuk Memupuk Pemikiran Komputasional Dalam Kalangan Kanakkanak Taska

2020 Member Universiti Pendidikan Sultan Idris Completed

12 DEVELOPMENT OF A VIRTUAL SPEECH PLATFORM FOR ENGLISH SPEAKING PRACTICE FOR CHILDREN IN SUBURBAN AREA

2020 Member Universiti Pendidikan Sultan Idris Completed

13 Pembangunan Sistem Pengurusan Pengagihan Beban Tugas Pendidik Ke Arah Pemantapan Tadbir Urus

2017 Member Universiti Pendidikan Sultan Idris Completed

14 Prototype Of Long Range Mobile RF Reader For Material Flow & Asset Tracking In Industrial Manufacturing

2016 Member Universiti Pendidikan Sultan Idris Completed

15 Exploring The Impact Of Artificial Intelligence Education On Malaysian Students' 21st Century Skills: A CSR-driven STEM Intervention

2024 Member Creative Minds Education In Progress

16 Strengthening Environmental Conservation In Penang: Research, Introduction And Education Of Economic Food Waste Composter (EFWC) Around Penang Hill Biosphere Reserve

2023 Member The Habitat Foundation In Progress

17 Water Pollution Resilience Consortium

2021 Member Kementerian Pengajian Tinggi In Progress

18 An Analysis Of Green Computing Innovation Element In Developing Green Computing Innovation Rubric For Young Inventor.

2020 Member Kementerian Pengajian Tinggi In Progress

19 Pembangunan Sistem Pembelajaran Diperibadikan Berpandukan AI Berdasarkan Analitik Pembelajaran Untuk Kanak-kanak (Adaptive Personalized Learning For Kids: APPLEKids)

2025 Member In Progress

20 Enhancing Educational Outcomes Through AI-Driven Personalized Learning Pathways In Multilingual Classrooms In Malaysia

2024 Member In Progress

21 AI And MCDM-Driven Evaluation And Benchmarking Of Educational Applications

2024 Member In Progress

22 Humanizing Online Pedagogy Through The Integration Of STREAM Education In Malaysian Universities For Technical Computing Courses

2023 Member In Progress

23 SmartPBD: Pembangunan Sistem Pengesyoran Pelan Perancangan Bagi Perlaksanaan Pentaksiran Bilik Darjah(PBD) Yang Berkesan

2022 Member Universiti Pendidikan Sultan Idris In Progress

1

Aplikasi CalApps SLT

2022MEMBER
1 T.e.r.e.r. Upsi: A System Of Academic Talent Empowerment & Recognition For Excellence & Resilience Upsi

International Education Innovation Competition (Eduinnovate) 2025

2025 International Gold
2 Inac: Intelligent Assistant Chatbot

INTERNATIONAL EXHIBITION OF RESEARCH,IDEA & INNOVATION ON CREATIVE AND HUMANIZING 2019

2019 International Gold
3 Sistem Pengesanan Emosi Melalui Ekspresi Wajah Pada Masa Nyata

INTERNATIONAL EXHIBITION OF RESEARCH,IDEA & INNOVATION ON CREATIVE AND HUMANIZING 2019

2019 International Gold
4 Binaryar

INTERNATIONAL EXHIBITION OF RESEARCH,IDEA & INNOVATION ON CREATIVE AND HUMANIZING 2019

2019 International Gold
5 Waris - Wireless Automated Irrigation System

26 th International Invention, Innovation & Technology Exhibition 2015 (ITEX 2015)

2015 International Gold
6 Green Computing Innovation Index: Artificial Intelligence (ai) - Driven Sustainability Evaluation System For Young Innovators

INTERNATIONAL EDUCATION INNOVATION COMPETITION 2025 (EDU@INNOVATE)

2025 International Silver
7 Emotion Detection For Online Learning

International Education Innovation Expo (EDU@Innovate) 2023

2023 International Silver
8 Aidanfikir : A Fun Nurturing Kit For Early Years On Computational Thinking Theme With Augmented Reality (ar), Digital Stories, & Pop-up Scene Cards For Storytelling.

ITEX 2022

2022 International Silver
9 Aidanfikir : A Fun Nurturing Kit For Early Years On Computational Thinking Theme With Augmented Reality (ar), Digital Stories, & Pop-up Scene Cards For Storytelling.

ITEX 2022

2022 International Silver
10 Student Learning Time Calculator Application

SEOUL INTERNATIONAL INVENTION FAIR 2020 (SIIF 2020)

2020 International Silver
11 Student Learning Time Calculator Application

SEOUL INTERNATIONAL INVENTION FAIR 2020 (SIIF 2020)

2020 International Silver
12 Portable Iot-based Aqua Monitoring System

International Education Innovation Competition (Edu@Innovate) 2025

2025 International Bronze
13 Personalised Learning Using Genai For Software Project Development

INTERNATIONAL UNIVERSITY CARNIVAL ON E-LEARNING (IUCEL 2024) X KONGRES DAN PERTANDINGAN INOVASI PENG

2024 International Bronze
14 Student Learning Time Calculator Application (slt Calapps) : Solving The Ca Issue During Covid-19 Pandemic

MTE-Covid19

2020 International Bronze
15 Student Learning Time Calculator Application (slt Calapps) : Solving The Ca Issue During Covid-19 Pandemic

MTE-Covid19

2020 International Bronze
16 Prosight: Scrum-driven Generative Ai System For Optimising Workflow Efficiency

Creativity and Innovation Competition (CITEC) 2024

2024 National Gold
17 Top 3 Winners For Isn Sports-inno Challenge

NATIONAL SPORTS INSTITUTE (ISN)

2024 National

Research
(Principal Investigator)

6

RM185,011

Publication

61

Supervision

7

PhD

12

Master
Consultation

RM49,075