DR. HARNANI BINTI MAT ZIN

Penyelaras Sistem Data Dan Teknologi Maklumat,
National Child Development Research Centre

harnani
@meta.upsi.edu.my

05-4505069

RESEARCHER ID

EXPERTISE

Teknologi Maklumat
Text mining, sentiment analysis

Research
(Principal Investigator)

4

RM131,550

Publication

47

Supervision

0

PhD

10

Master
Consultation

RM318,300

Biography

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











1 Kursus Keibubapaan Digital 2024

Setiausaha Kerajaan Negeri Perak (SUK Perak)

2024 Leader Completed
2 Kerjasama Pelaksanaan Aktiviti Kesejahteraan Kanak-Kanak (NCDRC)

Kementerian Kesihatan Malaysia (KKM)

2022 Member Completed
3 Bengkel Latihan Peningkatan Kemahiran Pengatucaraan Dalam Asas Sains Komputer (ASK) & Sains Komputer (SK) 2020

Malaysia Digital Economy Corporation (MDEC)

2020 Member In Progress
4 Bengkel : Programming fo "Asas Sains Komputer (ASK)" and " Sains Komputer (SK)"

Malaysia Digital Economy Corporation (MDEC)

2019 Member In Progress
1 TAHAP KESEDIAAN GURU SEKOLAH RENDAH MENGGUNAKAN TEKNOLOGI MAKLUMAT DALAM PENGAJARAN DAN PEMBELAJARAN DI DAERAH HU'U

2024 Master International Supervisor Completed

2 A Smart Distributed Framework For Select The IT Subject For Each Applicant Based Education University And Related School Data Recorded

2018 Master International Supervisor Completed

3 KESAN MODEL PEMBELAJARAN INKUIRI BERPANDU BERASASKAN SCAFFOLDING TERHADAP HASIL PEMBELAJARAN PELAJAR DALAM BAHAN SETARAF LOGIK

2024 Master International Supervisor Completed

4 PENGAPLIKASIAN VIDEO YOUTUBE:BAHAN BANTU MENGAJAR DALAM PROSES PENGAJARAN DAN PEMBELAJARAN DI RUMAH (PdPR) BAGI MATA PELAJARAN SEJARAH

2021 Master National Supervisor Completed

5 ANALYSIS OF TEACHER'S READINESS TOWARDS GOOGLE CLASSROOM APPLICATION FOR TEACHING AND LEARNING AT SMK SULTAN ABDUL AZIZ, TELUK INTAN,PERAK

2020 Master National Supervisor Completed

6 Object-Oriented Analysis And Design (OOAD) Vs Structured Analysis And Design (SAD) In System Development Methodologies (SDM) Among Expert User

2020 Master National Supervisor Completed

7 Tahap Kesediaan Guru Sekolah Rendah Menggunakan 'ChatGPT' Dalam Daerah Kuala Selangor

2025 Master National Supervisor Completed

8 DATA MINING IN VIRTUAL LEARNING ENVIRONMENT USING K-MEANS CLUSTERING IN R ENVIRONMENT: AN ANALYSIS OG LEARNING INTERACTION

2021 Master National Supervisor Completed

9 TAHAP PENERIMAAN E-PEMBELAJARAN DALAM KALANGAN PELAJAR UNIVERSITI PENDIDIKAN SULTAN IDRIS (UPSI) SEPANJANG PERINTAH KAWALAN PERGERAKAN (PKP)

2021 Master National Supervisor Completed

10 Tahap Literasi Komputer Dalam Kalangan Pelajar Asli Di Daerah Bentong, Pahang

2012 Master National Supervisor Completed

1 Pembangunan Koswer Interaktif "MyInterval" dalam Topik Interval Bagi Pelajar Pendidikan Muzik di UPSI

2023 International

2 Student's Perception on The Usage of Spanish E-Learning Blog as Online Medium to Strengthen Their Mastery and Comprehension

2021 International

3 Simple Survey on Attitude of Computer Science Diploma Students towards STEM

2019 International

4 A SIMPLE SURVEY ON ATTITUDE OF COMPUTER SCIENCE DIPLOMA STUDENTS TOWARDS STEM

2019 International

5 The Development of Skin Analyser for Skin Type and Skin Problem Detection

2021 National

6 Towards a Framework on Sentiment Analysis of Educational Domain for Improving the Teaching and Learning Services

2017 National

1 Pembangunan Koswer Interaktif "MyInterval" dalam Topik Interval Bagi Pelajar Pendidikan Muzik di UPSI
Journal of Engineering, Technology and Applied Science

2023Academic JournalCorrespondence Author
2 A Meta-heuristic Algorithm for the Minimal High-Quality Feature Extraction of Online Reviews
Journal of Information and Communication Technology

2022SCOPUSFirst and Correspondence Author
3 The Development of Skin Analyser for Skin Type and Skin Problem Detection
Journal of ICT in Education

2021Non IndexCorrespondence Author
4 Term Weighting Scheme Effect in Sentiment Analysis of Online Movie Reviews
Advanced Science Letters

2018Excellent Research Australia (ERA)First Author
5 Selecting the important terms for sentiment analysis of online movie reviews
Journal of Engineering and Applied Sciences

2017SCOPUSFirst Author
6 Towards a Framework on Sentiment Analysis of Educational Domain for Improving the Teaching and Learning Services
Journal of ICT in Education

2017Non IndexFirst Author
7 MASTERY OF SPANISH MORPHOLOGY AND SYNTAX THROUGH E-LEARNING AMONG MALAYSIAN STUDENTS
Issues in Language Studies

2024SCOPUSCo-Author
8 Student's Perception on The Usage of Spanish E-Learning Blog as Online Medium to Strengthen Their Mastery and Comprehension
International Journal of Academic Research in Business and Social Sciences

202Excellent Research Australia (ERA)Co-Author
9 Simple Survey on Attitude of Computer Science Diploma Students towards STEM
International Journal of Humanities, Management, and Social Science (IJ-HuMaSS)

2019Google ScholarCo-Author
10 Object Oriented VS Structured Analysis and Design in System Development Courses
International Journal of Engineering and Advanced Technology (IJEAT)

2019SCOPUSCo-Author
11 A SIMPLE SURVEY ON ATTITUDE OF COMPUTER SCIENCE DIPLOMA STUDENTS TOWARDS STEM
Journal Of Research, Policy & Practice of Teachers & Teacher Education

2019Malaysian Citation IndexCo-Author
12 Overview and Future Opportunities of Sentiment Analysis Approaches for Big Data
Journal of Computer Science

2016Excellent Research Australia (ERA)Co-Author
1 Important Features Extraction by using POS Tag Pattern of Dependency Relation for Online Movie Reviews

2019 International

2 The Effects of Pre-Processing Strategies in Sentiment Analysis of Online Movie Reviews

2017 International

3 Mining e-learning interactions using KMeans clustering

2022 International

4 PENGAPLIKASIAN VIDEO YOUTUBE: BAHAN BANTU MENGAJAR DALAM PROSES PENGAJARAN DAN PEMBELAJARAN DI RUMAH (PDPR) BAGI MATA PELAJARAN SEJARAH

2021 International

5 TAHAP PENERIMAAN E-PEMBELAJARAN DALAM KALANGAN PELAJAR UNIVERSITI PENDIDIKAN SULTAN IDRIS SEPANJANG PERINTAH KAWALAN PERGERAKAN (PKP) TAHUN 2020

2021 International

6 SUnCD: Decision Support System for School Leavers

2011 International

7 The Development of Academic Program and Career Path Decision Support System

2010 International

8 The Success and Failure of Mobile Learning:A Study to Support Teaching and Learning in UPSI through Handheld Technology

2009 International

9 Awareness and Readiness of Mobile Learning among UPSI Academician: A Preliminary Study

2009 International

10 Need Analysis for Academic Program and Career Path Decision Support System

2009 International

11 The Usage of Open Source Software among Higher Education Institution Staffs: A Preliminary Study in UPSI

2008 International

12 The Effects of Edutainment towards Student's Achievements

2010 National

13 Penggunaan Perisian Squeak eToys bagi Pelajar Sekolah Rendah

2009 National

14 Teknologi Internet untuk Pengajaran dan Pembelajaran di Universiti Pendidikan Sultan Idris : Tinjauan terhadap Blog, Wikis dan RSS

2008 National

1 Parcel Alert: Web Based Parcel Delivery Management System with Whatsapp Notification

2024 Poster National

2 AIMPRESS: The Development of AI-Driver Lecturer Performance Analysis

2024 Poster National

3 My Grade: Predicting Student Academic Performance Using Artificial Neural Network

2024 Poster National

4 FKMT dan STDC intai peluang kolaborasi

2024 Popwrit National

5 NCDRC DAN KEMAS PERKUKUH KERJASAMA DIGITAL DALAM PENDIDIKAN AWAL KANAK-KANAK

2024 Popwrit National

6 Pengajaran Subjek Analisis dan Rekabentuk Sistem Semester 1 Sesi 2020/2021

2020 Popwrit National

7 OBJECT ORIENTED VS STRUCTURED ANALYSIS AND DESIGN IN SYSTEM DEVELOPMENT COURSES

2018 Report National

8 Pengenalan Kepada Blog

2014 Chapter in Book National

9 Pembinaan Modul Pembelajaran Perisian Sumber Terbuka Untuk Pelajar Sekolah

2013 Report National

10 KPT 4033 Sumber Teknologi Dan Inovasi Guru

2012 Modul National

11 Pembinaan Model Pembelajaran Perisian Sumber Terbuka untuk Pelajar Sekolah

2012 Report National

12 Pembelajaran Kolaboratif Dengan Blog, Wiki Dan RSS

2012 Chapter in Book National

13 From e-Learning To m-Learning

2012 Chapter in Book National

14 Fun Learning Through Origami (FLeTO)

2010 Chapter in Book National

15 Pameran FELDA di SMK (F) Besout

2010 Art

16 Malaysia Technology Expo 2011

2011 Art

17 SMART Kids 2010

2010 Art

18 Malaysia Technology Expo 2010 (MTE 2010)

2010 Art

19 International Exposition of Research and Invention Institutions of Higher Learning 2009 (PECIPTA 2009)

2009 Art

1 Supporting Undergraduate Candidates’ Decision Support System (Suncd)

2007 Leader Kementerian Pengajian Tinggi Completed

2 Pembinaan Modul Pembelajaran Perisian Sumber Terbuka Untuk Pelajar Sekolah

2011 Leader Universiti Pendidikan Sultan Idris Completed

3 Penggunaan Perisian Sumber Terbuka Di Kalangan Kakitangan Upsi

2006 Leader Universiti Pendidikan Sultan Idris Completed

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

2025 Leader In Progress

5 The Development Of Ictl Module Based On Suitable Teaching Methodology For Orang Asli (Ictl-Temfoa)

2010 Member Kementerian Pengajian Tinggi Completed

6 Fleto (Fun Learning Through Origami)

2006 Member Kementerian Pengajian Tinggi Completed

7 Pembangunan E- Pengajaran Dan Pembelajaran Bahasa Sepanyol Bagi Meningkatkan Penguasaan Bahasa Asing Dalam Kalangan Pelajar UPSI Secara Atas Talian.

2019 Member Universiti Pendidikan Sultan Idris Completed

8 OBJECT ORIENTED VS STRUCTURED ANALYSIS AND DESIGN IN SYSTEM DEVELOPMENT COURSES.

2017 Member Completed

9 Evaluation Study Of The Effectiveness Of The Ten Toes Curriculum: Practices, Impacts And Challenges

2025 Member Swasta Tempatan In Progress

10 Transformasi Buku Bacaan Awal Kanak-Kanak “Siri Pandai Baca” Kepada Format Interaktif Berasaskan AI

2025 Member Kementerian Pengajian/pendidikan Tinggi In Progress

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

2025 Member In Progress

12 MEMPERKASAKAN PROGRAM PENGAJIAN PASCA SISWAZAH FKMT

2025 Member In Progress

1 E- Pembelajaran Bahasa Sepanyol

CRI2021

2021 International Gold
2 Development Of Htms : Home Tuition Management System

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

2019 International Gold
3 Nombor Perlapanan

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

2019 International Silver
4 Silver Award In Malaysia Technology Expo 2011

Malaysia Technology Expo 2011

2011 International Silver
5 Mari Menguasai Bahasa Arab

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

2019 International Bronze
6 Bronze Award In Malaysia Technology Expo (mte 2010)

Malaysia Technology Expo (MTE 2010)

2010 International Bronze
7 Best Paper Award

PFE, UPSI

2021 International
8 Inovasi Program : Sarjana Muda Pendidikan (teknologi Maklumat

CARNIVAL FOR INNOVATION IN TEACHING AND LEARNING 2019 (CiTeL2019)

2019 University Gold
9 Bronze Award In Ekspo Penyelidikan Dan Inovasi Upsi (ekspin 2009)

Universiti Pendidikan Sultan Idris

2009 University Bronze
10 Anugerah Tokoh Pensyarah

UPSI

2024 University
11 Pingat Khidmat Cemerlang

UPSI

2011 University

Research
(Principal Investigator)

4

RM131,550

Publication

47

Supervision

0

PhD

10

Master
Consultation

RM318,300