Untuk Kegunaan UKM sahaja

For UKM use only

Curriculum Vitae


MAKLUMAT ASAS

PROF. MADYA DR. MOHD RIDZWAN BIN YAAKUB

PENSYARAH UNIVERSITI
PUSAT PENYELIDIKAN TEKNOLOGI KECERDASAN BUATAN (CAIT)
No.rasmi UKM : 03 8921 5555
BIOGRAFI /BIOGRAPHY

A Ph.D. holder from Queensland University of Technology (QUT), Australia in Sentiment Analysis (2015) is also currently the Head Researcher at Sentiment Analysis Lab, CAIT. His expertise is in Sentiment Analysis/Opinion Mining, Feature Selection, Feature Extraction, Ontology , Data Mining, and Social Network Analysis (SNA). In 2016, together with his mentors, Emiritus Professor Dr Abdul Razak Hamdan and Prof Dr Azuraliza Abu Bakar, he has started Master of Data Science program in UKM, which is the first in Malaysia. In research, he already involved with more than 22 projects which 12 are still active until now. At this moment, he lead three research projects from diffirent funder such as Regional Cluster for Research and Publication (RCRP) and Fundamental Research Grant Scheme (FRGS). His current researches are mostly in Sentiment Analysis and Social Network Analysis. He also has 10 collaboration grants from various organisation in Malaysia.

KELAYAKAN AKADEMIK / ACADEMIC QUALIFICATION
(Bidang Pengajian),(Peringkat),(Institusi),(Tahun)
TEKNOLOGI MAKLUMAT , Doktor Falsafah , QUEENSLAND UNIVERSITY OF TECHNOLOGY, AUSTRALIA , 2015
TEKNOLOGI MAKLUMAT , Sarjana Muda , UKM , 2000
KEPAKARAN / EXPERTISE
INFORMATION AND COMMUNICATION TECHNOLOGY - ARTIFICIAL INTELLIGENCE (Sentiment Analysis, Online Social Network Analysis)
INFORMATION AND COMMUNICATION TECHNOLOGY - COMPUTER SCIENCE (Opinion Mining, Text Mining, Database, Ontology, Data Mining)
PENERBITAN TERKINI / LATEST PUBLICATION

Penerbitan Berimpak Tinggi

Abdollah Ansari, Ibrahim Said Ahmad, Azuraliza Abu Bakar And Mohd Ridzwan Yaakub.  (2020).  A Hybrid Metaheuristic Method In Training Artificial Neural Network For Bankruptcy Prediction.  - Ieee Access.  17664-17665. 
Ibrahim Ahmad Said, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2020).  Movie Revenue Prediction Based On Purchase Intention Mining Using Youtube Trailer Reviews.  - Information Processing And Management.  1-15. 
Amin Mahmoudi, Azuraliza Abu Bakar, Mehdi Sookhak, Mohd Ridzwan Yaakub.  (2020).  A Temporal User Attribute-based Algorithm To Detect Communities In Online Social Networks.  - Ieee Access.  15436-15438. 
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar..  (2019).  The Relationship Between Online Social Network Ties And User Attributes.  - Acm Transactions On Knowledge Discovery From Data.  1-15. 
Jamilu Awwalu, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  Hybrid N-gram Model Using Naive Bayes For Classification Of Political Sentiments On Twitter.  - Neural Computing & Applications.  9207-9220. 

Penerbitan WOS

Amin Mahmoudi, Mohd Ridzwan Yaakub And Azuraliza Abu Bakar.  (2020).  A New Real-time Link Prediction Method Based On User Community Changes In Online Social Networks.  - The Computer Journal.  448-459. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  Ant Colony Optimization For Text Feature Selection In Sentiment Analysis.  - Intelligent Data Analysis.  133-158. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  A Review Of Feature Selection In Sentiment Analysis.  - Intelligent Data Analysis.  159-189. 
Amin Mahmoudi, Mohd Ridzwan Yaakub And Azuraliza Abu Bakar.  (2018).  New Time-based Model To Identify The Influential Users In Online Social Networks.  - Data Technologies And Applications.  1-13. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Nurhafizah Moziyana Mohd Yusop, Muslihah Wook, Arniyati Ahmad.  (2018).  Product Feature Ranking And Popularity Model Based On Sentiment Comments.  - International Journal Of Advanced Computer Science And Applications. 

Penerbitan SCOPUS/ERA

Muhammad Iqbal Abu Latiffi, Mohd Ridzwan Yaakub, Ibrahim Said Ahmad.  (2022).  Flower Pollination Algorithm For Feature Selection In Tweets Sentiment Analysis.  - (ijacsa) International Journal Of Advanced Computer Science And Applications.  429-436. 
Nur Suhailayani Suhaimi, Zalinda Othman, Mohd. Ridzwan Yaakub.  (2022).  Modified Convolutional Neural Network Filter Gate For Social Media Text Classification.  - International Journal Of Computer Science And Network Security.  617-627. 
Fathin Faizah Said, Sharifah Nur Ainn Syed Roslan, Mohd Azlan Shah Zaidi, Mohd Ridzwan Yaakub.  (2021).  A Probe Into The Status Of The Oil Palm Sector In The Malaysian Value Chain.  - Economies.  1-24. 
Abdollah Ansari, Ibrahim Said Ahmad, Azuraliza Abu Bakar And Mohd Ridzwan Yaakub.  (2020).  A Hybrid Metaheuristic Method In Training Artificial Neural Network For Bankruptcy Prediction.  - Ieee Access.  17664-17665. 
Ibrahim Ahmad Said, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2020).  Movie Revenue Prediction Based On Purchase Intention Mining Using Youtube Trailer Reviews.  - Information Processing And Management.  1-15. 
Amin Mahmoudi, Mohd Ridzwan Yaakub And Azuraliza Abu Bakar.  (2020).  A New Real-time Link Prediction Method Based On User Community Changes In Online Social Networks.  - The Computer Journal.  448-459. 
Amin Mahmoudi, Azuraliza Abu Bakar, Mehdi Sookhak, Mohd Ridzwan Yaakub.  (2020).  A Temporal User Attribute-based Algorithm To Detect Communities In Online Social Networks.  - Ieee Access.  15436-15438. 
Ibrahim Said Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Mohammad Darwich.  (2020).  Beyond Sentiment Classification: A Novel Approach For Utilizing Social Media Data For Business Intelligence.  - International Journal Of Advanced Computer Science And Applications.  437-441. 
Aladeen Y. R. Hmoud, Juhana Salim And Mohd Ridzwan Yaakub.  (2020).  Platformisation Of Mobile Operators Business Model: A Proposition Using Design Science Approach And Grounded Theory Principles.  - International Journal On Advanced Science, Engineering And Information Technology.  473-484. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  Ant Colony Optimization For Text Feature Selection In Sentiment Analysis.  - Intelligent Data Analysis.  133-158. 
Jamilu Awwalu, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  Hybrid N-gram Model Using Naive Bayes For Classification Of Political Sentiments On Twitter.  - Neural Computing & Applications.  9207-9220. 
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar..  (2019).  The Relationship Between Online Social Network Ties And User Attributes.  - Acm Transactions On Knowledge Discovery From Data.  1-15. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  A Review Of Feature Selection In Sentiment Analysis.  - Intelligent Data Analysis.  159-189. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Nurhafizah Moziyana Mohd Yusop, Muslihah Wook, Arniyati Ahmad.  (2018).  Product Feature Ranking And Popularity Model Based On Sentiment Comments.  - International Journal Of Advanced Computer Science And Applications. 
Amin Mahmoudi, Mohd Ridzzwan Yaakub, Azuraliza Abu Bakar.  (2018).  A New Method To Discretize Time To Identify The Milestones Of Online Social Networks.  - Social Network Analysis And Mining.. 
Amin Mahmoudi, Mohd Ridzwan Yaakub And Azuraliza Abu Bakar.  (2018).  New Time-based Model To Identify The Influential Users In Online Social Networks.  - Data Technologies And Applications.  1-13. 
Azrulhizam Shapi'i, Noor Atifah Abd Rahman, Mohd Syazwan Baharuddin, Mohd Ridzwan Yaakub.  (2018).  Interactive Games Using Hand-eye Coordination Method For Autistic Children Therapy.  - International Journal On Advanced Science, Engineering And Information Technology. 
Aladeen Y.r. Hmoud, Juhana Salim, Mohd Ridzwan Yaakub.  (2017).  A Two-sided Market Mechanisms Toward Designing A Big Data-driven Business Model For Mobile Network Operators (mnos).  - Journal Of Telecommunication Electronic And Computer Engineering.  105-110. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub,nurhafizah Moziyana Mohd Yusop1.  (2017).  Statistical Validation Of Aco-knn Algorithm For Sentiment Analysis.  - Journal Of Telecommunication, Electronic And Computer Engineering.  165-170. 
Siti Rohaidah Ahmad, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar.  (2016).  Detecting Relationship Between Features And Sentiment Words Using Yybrid Of Typed Dependency Relations Layer And Pos Tagging (tdr Layer Pos Tags) Algorithm.  - International Journal On Advanced Science, Engineering And Information Technology (ijaseit).  1120-1126. 
Jamilu Awwalu, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2015).  Detection And Polarization Of Political Sentiments On Twitter.  - International Journal Of Applied Engineering Research.  41794-41799. 
Abdullah S. Ghareb; Abdul Razak Hamdan; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub.  (2015).  Hybrid Statistical Rule-based Classifier For Arabic Text Mining.  - Journal Of Theoretical And Applied Information Technology.  194-204. 

Prosiding Terindeks

Nur Suhailayani Suhaimi, Zalinda Othman, And Mohd Ridzwan Yaakub.  (2022).  Comparative Analysis Between Macro And Micro-accuracy In Imbalance Dataset For Movie Review Classification.  - Proceedings Of Seventh International Congress On Information And Communication Technology Icict 2022, London.  83-94. 
Nur Suhailayani Suhaimi, Zalinda Othman, Mohd Ridzwan Yaakub.  (2020).  Analyzing Prediction Performance Between Wavelet Neural Network And Product-unit Neural Network.  - Journal Of Physics: Conference Series.  1-9. 
Mohd Ridzwan Yaakub, Muhammad Iqbal Abu Latiffi, Liyana Safra Zaabar.  (2019).  A Review On Sentiment Analysis Techniques And Applications.  - International Conference On Green Engineering Technology And Applied Computing.  1-4. 
Filzah Zahilah Mohamed Zaki, Su Luan Wong, Mohd Ridzwan Yaakub.  (2019).  A Review Of Common Features In Computational Thinking Frameworks In K-12 Education.  - International Conference On Green Engineering Technology And Applied Computing.  1-5. 
S.n.h.s. Abdullah, W.f. Fauzi, M.n. Sudin, N.n. Zahari, Z. A. Rahman, A.ismail, N. R. M. Suradi, A.s. Rambely, N. Sarnon, A. H. Shaari, S. Samrun, N. Arsad, M.h.m. Saad, M. Mohd, M. Ayob, K.v. Jyn, K. A. Z. Nazri, R. Yaakub, Ariffin,m.z.a.na.  (2018).  Assessment Of Self-identity Among Teens Towards Self-crime Prevention Program.  - Cyber Resilience Conference 2018. 

Buku Penyelidikan

Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2021).  Kaedah Kejiranan Semut Untuk Pemilihan Fitur Dalam Analisis Sentimen.  - 136. 
Mohd Ridzwan Yaakub.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 10. 
Mohd Ridzwan Yaakub.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 6. 

Bab Dalam Buku

Mohd Ridzwan Yaakub Dan Mohd Khaizur Khairuddin.  (2021).  Kajian Sains Data Dalam Analitik Kesejahteraan Rakyat.  - 25. 
Mohd Ridzwan Yaakub.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 10. 
Mohd Ridzwan Yaakub.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 6. 

Penulisan Dalam Bahasa Melayu

Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2021).  Kaedah Kejiranan Semut Untuk Pemilihan Fitur Dalam Analisis Sentimen.  - 136. 

Penerbitan Lain-lain

Fathin Faizah Binti Said;mohd Azlan Shah Bin Zaidi;mohd Ridzwan Bin Yaakub.  (2022).  Exploring Typology Structures Of Global Value Chain And Production Networks Of Palm Oil Industry.  -
Mohd Ridzwan Yaakub, Muhammad Iqbal Abu Latiffi.  (2022).  Public Consultation Paper (pcp) Analysis.  - Majalah Impak The 4th Industrial Revolution@ukm.  18. 
Mohd Ridzwan Bin Yaakub;azuraliza Binti Abu Bakar.  (2022).  Eksplorasi Sains Data.  -
Mohd Ridzwan Bin Yaakub;amelia Natasya Binti Abdul Wahab;rossilawati Binti Sulaiman;azrulhizam Bin Shapi`i;afzan Binti Adam;akmal Bin Aris;nor Samsiah Binti Sani.  (2022).  Targeted Online And Social Media Based On Sentiment Analysis For Electoral Boundaries.  -
Fathin Faizah Binti Said;tamat Bin Sarmidi;mohd Ridzwan Bin Yaakub.  (2022).  Investor Sentiment On The Covid-19 Outbreak And Its Effects On The Stock Market Volatility.  -
Farah Shafawati Taib;mohd Ridzwan Bin Yaakub;haryanti Binti Mohd Affandi.  (2021).  Nurturing Nature Education Among Early Childhood Empower Future Generation.  -
Zalinda Binti Othman;mohd Ridzwan Bin Yaakub;ahmad Tarmizi Bin Abdul Ghani.  (2021).  Uncertain Time Series Data Analytics In Solving Monitoring Systems Errors.  -
Fathin Faizah Binti Said;tamat Bin Sarmidi;mohd Ridzwan Bin Yaakub.  (2021).  Volatility Estimation For Digital Currency: Medium Of Exchange Or Speculative Assets?.  -
Nur Suhailayani Suhaimi, Zalinda Othman, Mohd. Ridzwan Yaakub.  (2021).  Data Stream Input Filtering By Using Dynamic Framing Of Convolutional Neural Network.  - Data Analytics And Optimization Daos 2021.  109-114. 
Liyana Safra Zaabar, Mohd Ridzwan Yaakub, Muhammad Iqbal Abu Latiffi.  (2021).  Combination Of Lexicon Based And Machine Learning Techniques In The Development Of Political Tweet Sentiment Analysis Model.  - International Conference On Engineering Technology (icet) 2021,.  100. 
Mohd Ridzwan Yaakub, Muhammad Iqbal Abu Latiffi, Aiman Hasni Zazani, Mariah Abdul Rahman, Liyana Safra Zaabar.  (2021).  Sharity Apps - Your Community Assistance.  - Utemex Virtual 2021.  1. 
Norefrina Shafinaz Binti Md Nor;nazlina Bt. Ibrahim;mohd Ridzwan Bin Yaakub;syamsa Rizal Bin Abdullah;herryawan Ryadi Bin Eziwar Dyari;muhammad Arif Bin Yahya;mohammad Rahim Bin Kamaluddin;jaya Kumar A/l Murthy.  (2020).  Combating Blooming Community Of Anti-vaccination Through Education Intervention Among University Student In Malaysia.  -
Mohd Ridzwan Bin Yaakub;azuraliza Binti Abu Bakar;azrulhizam Bin Shapi`i;norefrina Shafinaz Binti Md Nor;noh Bin Amit;haryanti Binti Mohd Affandi;tengku Elmi Azlina Binti Tengku Muda.  (2020).  Persepsi Guru Terhadap Penggunaan Ict Bagi Kelas Pra Sekolah.  -
Mohd Ridzwan Bin Yaakub.  (2020).  Analisis Sentimen : Penambahbaikan Teknik Pengekstrakan Fitur Berasaskan Ontologi Dan Persamaan Kata..  -
Noh Bin Amit;rozmi Bin Ismail;normah Bt. Che Din;mohd Ridzwan Bin Yaakub;norhayati Binti Ibrahim;ramalinggam A/l A.rajamanickam;nurbazla Binti Ismail;mohammad Rahim Bin Kamaluddin;tengku Elmi Azlina Binti Tengku Muda.  (2020).  Understanding Of Indebtedness, Psychological Conditions, Job Performance And Attitudes Toward Seeking Psychological Help Among Low Income Young Adults In Malaysia By Using Mixed-method Approach.  -
Mohd Ridzwan Bin Yaakub.  (2020).  Program Pensijilan Profesional Sains Data.  - Advancing Knowledge For Success (akses).  30. 
Mohd Ridzwan Bin Yaakub.  (2020).  The Skillz.  - Data Raya & Ai Dalam Pendidikan. 
Afzan Adam, Norsamsiah Sani, Siti Norul Huda Sheikh Abdullah, Abdul Razak Hamdan, Mohd Zakre Ahmad Nazri, Mohd Ridzwan Yaakob.  (2020).  Knowledge Representation (ai): Semantic.  - 1. 
Afzan Adam, Norsamsiah Sani, Siti Norul Huda Sheikh Abdullah, Abdul Razak Hamdan, Mohd Zakre Ahmad Nazri, Mohd Ridzwan Yaakob.  (2020).  Knowledge Representation (ai): Rules.  - 1. 
Filzah Zahilah Mohamed Zaki, Su Luang Wong & Mohd Ridzwan Yaakub.  (2019).  A Review Of Computational Thinking Frameworks In K-12 Education.  - International Conference On Green Engineering & Technology (icongetech) & International Conference On Applied Computing (icac2019).  138. 
Mohd Ridzwan Bin Yaakub, Muhammad Iqbal Abu Latiffi & Liyana Safra Zaabar.  (2019).  A Review On Sentiment Analysis Techniques And Applications.  - International Conference On Green Engineering & Technology (icongetech) & International Conference On Applied Computing (icac2019).  145. 
Assi Rosdi & Mohd Ridzwan Yaakub.  (2018).  Sistem Pengurusan Ban Darah.  - Pta-ftsm-2018-144. 
Suhaila Binti Zainudin;noraidah Bt. Sahari @ Ashaari;siti Fadzilah Binti Mat Noor;tengku Siti Meriam Binti Tengku Wook;masnizah Binti Mohd;mohd Ridzwan Bin Yaakub;hazura Binti Mohamed;azuraliza Binti Abu Bakar.  (2018).  Meramal Sentimen Umum Tehadap Ukm Menerusi Media Sosial.  -
Maggery Roxane Dennis & Mohd Ridzwan Yaakub.  (2018).  Sistem E-pelaporan Pemantauan Laman Web Jabatan Standard Malaysia.  - Pta-ftsm-2018-161. 
Syed Hafiz Syed Haniffa & Mohd Ridzwan Yaakub.  (2018).  Sistem Tempahan Fasiliti, Peralatan Sukan Dan Penginapan Di Universiti Kebangsaan Malaysia, Aplikasi E-sewa Ukm.  - Pta-ftsm-2018-151. 
Mohd Ridzwan Yaakub.  (2017).  Analisa Sentimen Bagi Penilaian Produk.  - Kolokium Penerokaan Data Raya Kulturomik Malaysia 2017. 
Nurul Firzana Zainal Rashid & Mohd Ridzwan Yaakub.  (2017).  Sistem Pencarian Fauna Menggunakan Kata Kunci Berasaskan Ciri-ciri Fauna (ukmfauna).  -
Abdul Rahim Fuad & Mohd Ridzwan Yaakub.  (2017).  Pembangunan Sistem Pengidentifikasi Dan Antibiotik Mikroorganisma.  -
Siti Zulaikha Ab Aziz & Mohd Ridzwan Yaakub.  (2017).  Sistem Pencarian Hadith Menggunakan Ciri Asas Kata Kunci Dan Kategori.  -
Nur Farahin Abdul Rahim & Mohd Ridzwan Yaakub.  (2016).  A Review Of Techniques Used In Sentiment Analysis.  - Pengukuran Keberkesanan I. 
Shakir Mahmood Jasim, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2016).  Feature Selection Approach Based On Genetic Algorithm Using Opinion Mining Dataset.  - Negative Associative Clas. 
Siti Rohaidah Ahmad , Mohd Ridzwan Yaakub, Azuraliza Abu Bakar.  (2016).  Detecting Relationship Between Features And Sentiment Words Using Hybrid Of Typed Dependency Relations Layer And Pos Tagging (tdr Layer Pos Tags) Algorithm.  - The 3rd International Multi-conference On Artificial Intelligence Technology (m-cait 2016). 
Noridah Yahya Dan Mohd Ridzwan Yaakub.  (2015).  Rangka Kerja Crm Dengan Elemen Sosiologi : Keamatan(intensity), Timbal Balik(reciprocal), Kemesraan, Masa.  -
PROJEK PENYELIDIKAN / RESEARCH PROJECT
(Tajuk),(Peranan),(Tempoh),(Tahap)

Aktif

A New Hybrid Deep Learning Method for Sentiment Analysis Model Based on Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) , Ketua Projek , 01-09-2022 sehingga 31-08-2025 , Kebangsaan
New Social Network Analysis Model for Community Detection in Improving Computational Process based on Louvain Method. , Ketua Projek , 15-12-2020 sehingga 14-12-2022 , Antarabangsa
Emotion Intensity Classification Model for Facebook Diabetes Community , Penyelidik Bersama , 01-10-2022 sehingga 30-09-2024 , Universiti
Convolution Neural Network Filter and Adaptive Multi-Layer Perceptron Network Representation for Data Stream Prediction , Penyelidik Bersama , 07-09-2021 sehingga 06-09-2024 , Kebangsaan
Modeling Adaptive Convolution Neural Network Predictor for Data Stream Issues , Penyelidik Bersama , 15-12-2020 sehingga 14-12-2022 , Universiti
Sentiment-based Community Detection Method for Behavioural Learning In Online Social Network. , Penyelidik Bersama , 01-11-2020 sehingga 30-04-2024 , Kebangsaan
Development of a model on determinants and risks of health misinformation on Malaysian social media as part of the national e-Health strategy , Penyelidik Bersama , 01-11-2020 sehingga 30-04-2024 , Kebangsaan

Tamat

Eksplorasi Sains Data , Ketua Projek , 01-12-2020 sehingga 30-11-2021 , Universiti
Sentiment based Predictive Model for Malaysia Post-COVID 19 Tourism Industry Development , Ketua Projek , 15-10-2020 sehingga 15-10-2022 , Kebangsaan
Targeted Online and Social Media Based on Sentiment Analysis for Electoral Boundaries , Ketua Projek , 01-10-2020 sehingga 30-09-2021 , Kebangsaan
New Online Social Networks (OSNs) Model for Community Detection based on Minimum Spanning Tree (MST) , Ketua Projek , 15-08-2017 sehingga 14-02-2020 , Kebangsaan
New Online Social Networks (OSNs) Model for Community Detection based on Minimum Spanning Tree (MST) , Ketua Projek , 15-08-2017 sehingga 14-08-2019 , Kebangsaan
Persepsi Guru Terhadap Penggunaan ICT bagi Kelas Pra Sekolah , Ketua Projek , 01-12-2016 sehingga 30-11-2019 , Universiti
Analisis Sentimen : Penambahbaikan teknik pengekstrakan fitur berasaskan ontologi dan persamaan kata. , Ketua Projek , 01-05-2016 sehingga 31-10-2018 , Universiti
INVESTOR SENTIMENT ON THE COVID-19 OUTBREAK AND ITS EFFECTS ON THE STOCK MARKET VOLATILITY , Penyelidik Bersama , 15-10-2020 sehingga 14-04-2022 , Kebangsaan
EXPLORING TYPOLOGY STRUCTURES OF GLOBAL VALUE CHAIN AND PRODUCTION NETWORKS OF PALM OIL INDUSTRY , Penyelidik Bersama , 10-10-2019 sehingga 10-04-2022 , Kebangsaan
VOLATILITY ESTIMATION FOR DIGITAL CURRENCY: MEDIUM OF EXCHANGE OR SPECULATIVE ASSETS? , Penyelidik Bersama , 01-10-2018 sehingga 30-12-2020 , Kebangsaan
Ensemble Machine Learning Approach for Multidimensional Poverty Classification , Penyelidik Bersama , 01-02-2018 sehingga 31-10-2020 , Universiti
Uncertain Time Series Data Analytics in solving Monitoring Systems Errors , Penyelidik Bersama , 15-12-2017 sehingga 14-09-2020 , Universiti
USING STEM DATA THROUGH SMART SELF-CRIME PREVENTION AT SCHOOLS FOR OPEN DATA READINESS TAJUK PROGRAM : Fusion Technologies For Stem Education In Schools To Enhance Open Data Readiness In An Innovative Digital Economy , Penyelidik Bersama , 01-09-2017 sehingga 31-08-2020 , Kebangsaan
A New Framework for Assessing Systemic Risk of Islamic Banking Systems: Financial Network Modelling , Penyelidik Bersama , 15-08-2017 sehingga 14-02-2020 , Kebangsaan
Meramal Sentimen Umum Tehadap UKM menerusi Media Sosial , Penyelidik Bersama , 01-01-2017 sehingga 30-06-2018 , Kebangsaan
Understanding of indebtedness, psychological conditions, job performance and attitudes toward seeking psychological help among low income young adults in Malaysia by using mixed-method approach , Penyelidik Bersama , 01-12-2016 sehingga 30-11-2019 , Kebangsaan
Combating blooming community of anti-vaccination through education intervention among university student in Malaysia , Penyelidik Bersama , 01-12-2016 sehingga 30-11-2019 , Kebangsaan
Nurturing Nature Education among Early Childhood Empower Future Generation , Penyelidik Bersama , 01-12-2016 sehingga 30-11-2018 , Kebangsaan
Combining Feature Construction, Feature and Instance Selection, to improve Large Scale Classification , Penyelidik Bersama , 01-08-2016 sehingga 31-01-2019 , Kebangsaan
Hyper-heuristic Approaches For Crime Data-Mining , Penyelidik Bersama , 15-06-2015 sehingga 30-09-2016 , Universiti
A Symbolic Representation Approach for Uncertain Time Series Data Reduction , Penyelidik Bersama , 01-07-2014 sehingga 31-12-2016 , Kebangsaan
PENGUKURAN KEBERKESANAN INTERVENSI DALAM MEMPENGARUHI KUALITI PENYELIAAN SISWAZAH DI KALANGAN PENSYARAH DAN KAKITANGAN SOKONGAN , Penyelidik Bersama , 01-04-2014 sehingga 31-12-2017 , Universiti
Hyper-Heuristic Approaches for Crime Data Mining, Polis Patrol Routing and Rostering Problems , Penyelidik Bersama , 01-04-2014 sehingga 31-03-2015 , Universiti
Contextual Sense Sentiment Similarity Incorporating Emotional Vector , Penyelidik Bersama , 16-12-2013 sehingga 15-12-2016 , Kebangsaan
EXPLORING PREDICTIVE METHODS FOR SHARE PRICE REACTION PREDICTIONS USING THE MERGER AND ACQUISITION DOCUMENTS , Penyelidik Bersama , 20-05-2013 sehingga 18-11-2016 , Kebangsaan
PEMBANGUNAN PROGRAM LONJAKAN PENYELIDIKAN, PENERBITAN DAN PENDIDIKAN FTSM , Penyelidik Bersama , 01-01-2013 sehingga 31-03-2014 , Universiti
Development Of Jawi Optical Character Recognition System , Penyelidik Bersama , 01-12-2006 sehingga 30-09-2008 , Kebangsaan
ANUGERAH DAN PENGURUSAN / AWARD AND STEWARDSHIP
(Nama Anugerah/Pentadbiran),(Institusi Penganugerahan),(Tahun)

Anugerah UKM

Anugerah Perkhidmatan Cemerlang / Anugerah Perkhidmatan Cemerlang , 2019
PENYELIAAN PELAJAR / SUPERVISION

Pelajar Sarjana

HYBRIDISED N-GRAM MODEL USING NAIVE BAYES FOR CLASSIFICATION OF, JAMILU AWWALU, Sarjana
TEKNIK PEMILIHAN FITUR MENGGUNAKAN TF-IDF DAN PENDEKATAN PERWAKILAN PENGEKODAN DWI-ARAH DARIPADA, HASNAN BIN OTHMAN, Sarjana
SYALINDA BINTI ABU HASAN AL SHAARI, Sarjana
PEMILIHAN FITUR MENGGUNAKAN ALGORITMA PENDEBUNGAAN BUNGA (APB) BAGI ANALISIS SENTIMEN DATA TWITTER, MUHAMMAD IQBAL BIN ABU LATIFFI, Sarjana
ALQAHTANI TURKI ABDULHADI, Sarjana
ELIDA SHAZLEEN BINTI ISMAIL, Sarjana

Pelajar Doktor Falsafah

INTEGRATION OF SENTIMENT ANALYSIS AND COMMUNITY DETECTION FOR BEHAVIORAL LEARNING IN ONLINE SOCIAL NETWORK, MD AHSAN UL HASAN, Doktor Falsafah
ABBAS FADHIL JASIM AL-GBURI, Doktor Falsafah
SENTIMENT WORDS SELECTION BASED ON DEPENDENCY PARSING TO IMPROVE THE PERFORMANCE OF THE DEEP LEARNING ATTENTION MECHANISM IN ASPECT-BASED SENTIMENT ANALYSIS, MAKERA MOAYAD AZIZ, Doktor Falsafah
FAKE NEWS DETECTION ABOUT THE ISLAMIC DOMAIN ON SOCIAL MEDIA PLATFORMS USING DEEP LEARNING TECHNIQUE, SUHAIB KH. HAMED, Doktor Falsafah
RESEARCH ON MULTIMODAL SOCIAL SENTIMENT ANALYSIS METHODS, ZUO XIANGSHAN, Doktor Falsafah
NOR ANIS ASMA SULAIMAN, Doktor Falsafah
KHALID KHALIFA JUMA AL_ISMAILY, Doktor Falsafah
LI CHUZHEN, Doktor Falsafah
BORHAN BIN AB RAHMAN, Doktor Falsafah
MUHAMMAD IQBAL ABU LATIFFI, Doktor Falsafah
Pendekatan Hibrid Bagi Analisis Sentimen Menggunakan Pengoptimuman Koloni Semut, SITI ROHAIDAH BINTI AHMAD, Doktor Falsafah
APLIKASI PENGGUNAAN ALAT PELINDUNG NILAI DALAM KEPERLUAN MODAL PADA, AHMAD KHUSYAIRI BIN CHE RUSLI, Doktor Falsafah
TRI APRIYANTO SUNDARA, Doktor Falsafah
Mekanisme Pasaran Dua Sisi Untuk Merekabentuk Model Bisnes Berpacukan Data Raya Bagi Pengendali Rangkaian Mudah Alih, ALADEEN YOUSEF RASHID HMOUD, Doktor Falsafah
HAYDER MAJID SACHIT, Doktor Falsafah
ASIAN'S COUNTRIES TRADE POSITION IN THE GLOBAL VALUE CHAIN (GVC) :, ABBHIRAMI A/P SIVARAJAN, Doktor Falsafah
LANDSKAP MINYAK SAWIT BERDASARKAN RANGKAIAN PERDAGANGAN GLOBAL DAN RANGKAIAN INPUT-OUTPUT MALAYSIA, SHARIFAH NUR AINN BINTI SYED ROSLAN, Doktor Falsafah
Pendekatan Perlombongan Hasrat Membeli Dengan Fitur Novel Dari Media Sosial Untuk Meramal Hasil Kutipan Filem, IBRAHIM SAID AHMAD, Doktor Falsafah
MING FAN, Doktor Falsafah
Masa Pendekatan Interaksi Berasaskan Ciri Pengguna Bagi Mengesan Komuniti Rangkaian Sosial Atas Talian, AMIN MAHMOUDI, Doktor Falsafah
MOHAMAD AZLAN BIN MOHAMAD NASRUN, Doktor Falsafah
PEMASAAN PASARAN DANA AMANAH MALAYSIA: KECEKAPAN PASARAN, TUMPUAN GEOGRAFI DAN STATUS PATUH SHARIAH, LING PICK SOON, Doktor Falsafah
IMPLIKASI GELAGAT PENGGUNA DI MEDIA SOSIAL TWITTER TERHADAP, RAJA SOLAN A/L SOMASUNTHARAM, Doktor Falsafah
NUR SUHAILAYANI BINTI SUHAIMI, Doktor Falsafah
MOHAMMAD MOSHREKUL KABIR, Doktor Falsafah
PEMBINAAN LEKSIKON EMOSI EMOJI BERPANDUKAN MODEL KATEGORIKAL EMOSI DAN PENDEKATAN TANPA SELIA, MOHD FAKHRURRAZI BIN HJ MAHMOOD, Doktor Falsafah
TEDY SETIADI, Doktor Falsafah
KHIDMAT SOSIAL / SOCIAL @ PUBLIC ENGAGEMENT
(Sumbangan),(Tempoh),(Peringkat)

Khidmat Luar

Persatuan Ibubapa dan Guru (PIBG) SK Bangi , 08-02-2014 sehingga 01-01-1970 , Daerah / Jajahan
Program Penilaian Kesediaan Data Terbuka Kolaboratif dengan World Bank , 31-10-2016 sehingga 31-10-2016 , Antarabangsa
Unit Pemodenan Tadbiran dan Perancangan Pengurusan Malaysia (MAMPU) , 26-10-2016 sehingga 27-10-2016 , Kebangsaan
HACKATHON DATA TERBUKA 2017 , 11-09-2017 sehingga 13-11-2017 , Kebangsaan
Lembaga Teknologi Malaysia , 25-04-2018 sehingga 11-01-0466 , Kebangsaan
Lembaga Teknologis Malaysia , 17-09-2019 sehingga 16-09-2020 , Kebangsaan
Anugerah Pecipta 2019 , 23-09-2019 sehingga 01-01-1970 , Antarabangsa
Hackaton Data Terbuka 2019 , 24-09-2019 sehingga 24-09-2019 , Kebangsaan
Universiti Teknikal Malaysia Melaka , 17-06-2020 sehingga 30-06-2020 , Kebangsaan
Panel Penilai Pertandingan Chipta 2020 , 01-09-2020 sehingga 14-10-2020 , Kebangsaan
Association for Computing Machinery (ACM) , 01-12-2020 sehingga 30-11-2021 , Antarabangsa
Pensyarah Jemputan : Industry in Classroom UMT , 06-12-2020 sehingga 06-12-2020 , Kebangsaan
Bengkel Pemantapan Pelaksaan Program Apps Challenge MAMPU , 04-03-2020 sehingga 05-03-2020 , Kebangsaan
Event Detection System based on User Behavior Changes in Online Social Networks: Case of the COVID-19 Pandemic , 01-07-2020 sehingga 07-12-2020 , Antarabangsa
JK Penyeliaan Calon PhD UiTM , 21-07-2020 sehingga 20-07-2022 , Kebangsaan
Program : The Skillz, Bernama Radio , 26-02-2020 sehingga 26-02-2020 , Kebangsaan
Fakulti Sains Komputer dan Teknologi Maklumat , 07-05-2021 sehingga 09-05-2024 , Kebangsaan
Anugerah Tesis Cemerlang , 02-05-2019 sehingga 01-01-1970 , Kebangsaan
Panel Penilaian Pertandingan Chipta 2021 , 08-09-2021 sehingga 10-09-2021 , Kebangsaan
2021 International Conference on Big Data and Intelligent Decision Making , 25-07-2021 sehingga 31-12-2021 , Antarabangsa
Best Paper Award , 26-10-2021 sehingga 01-01-1970 , Antarabangsa
ICSCA2023 Technical Committee Member , 23-05-2022 sehingga 25-02-2023 , Antarabangsa
FORUM EKOSISTEM BERPACUKAN DATA - ANTARA REALITI DAN ASPIRASI SEMINAR BERPACUKAN DATA SEKTOR AWAM (BDSA) , 16-08-2022 sehingga 16-08-2022 , Kebangsaan
Majlis Profesor Negara , 26-08-2022 sehingga 31-03-2037 , Kebangsaan

Khidmat Dalam

Ahli Penal Siri Kursus Pemantapan Penyeliaan , 07-10-2020 sehingga 07-10-2020 , Fakulti / Institut / Pusat Perkhidmatan
Fasilitator Minggu Mesra Mahasiswa Sesi Akademik Sem 1 2015/2016 , 02-09-2015 sehingga 01-01-1970 , Fakulti / Institut / Pusat Perkhidmatan
JAWATANKUASA PENASIHAT AKADEMIK PELAJAR (JKPAP) PROGRAM SARJANA MUDA SAINS CITRA BAGI SESI AKADEMIK 2019-2020 , 26-08-2019 sehingga 09-02-2020 , Universiti
JAWATANKUASA PENASIHAT AKADEMIK PELAJAR (JKPAP) PROGRAM SARJANA MUDA SAINS CITRA BAGI SESI AKADEMIK 2020-2021 , 12-10-2020 sehingga 03-10-2021 , Universiti
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.14/2019 , 15-05-2019 sehingga 15-05-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.24/2019 , 01-10-2019 sehingga 01-10-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.34/2019 , 28-11-2019 sehingga 28-11-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.35/2019 , 06-12-2019 sehingga 06-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
Jawatakuasa Penilai SPS , 02-02-2021 sehingga 13-08-2021 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Akademik FTSM , 01-07-2020 sehingga 30-06-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Bitara Kumpulan Prihatin , 01-03-2022 sehingga 28-02-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa HEJIM FTSM , 01-03-2016 sehingga 28-02-2018 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Kenaikan Pangkat , 24-11-2020 sehingga 24-11-2020 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Jawatankuasa Penasihat Akademik Pelajar (JKPAP) , 01-01-2019 sehingga 31-12-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pengajian Sarjana , 01-07-2021 sehingga 30-06-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pengajian Sarjana FTSM , 01-03-2018 sehingga 31-03-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Persidangan MCAIT 2019 , 02-01-2020 sehingga 31-12-2021 , Universiti
Jawwatankuasa Makmal CAIT , 02-01-2020 sehingga 31-12-2023 , Fakulti / Institut / Pusat Perkhidmatan
Karnival Inovasi Digital (KID 2018) , 18-05-2018 sehingga 23-05-2018 , Fakulti / Institut / Pusat Perkhidmatan
Keselamatan & Kesihatan Pekerjaan (JKKP) , 01-01-2018 sehingga 31-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
Ketua & Penasihat SIG , 01-02-2020 sehingga 31-01-2022 , Fakulti / Institut / Pusat Perkhidmatan
MESYUARAT JAWATANKUASA AKADEMIK , 01-03-2018 sehingga 28-02-2020 , Fakulti / Institut / Pusat Perkhidmatan
PROGRAM RESEARCH DAY @ FTSM 2018 , 20-09-2018 sehingga 20-09-2018 , Fakulti / Institut / Pusat Perkhidmatan
Pemeriksa Pembentangan Usulan , 03-06-2020 sehingga 03-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
Pengurusan Makmal Pusat Teknologi Kecerdasan Buatan (CAIT) , 26-12-2014 sehingga 28-12-2014 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Usulan Penyelidikan Sarjana Kerja Kursus , 13-08-2020 sehingga 13-08-2020 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Usulan Penyelidikan Sarjana Kerja Kursus , 11-09-2020 sehingga 11-11-2020 , Fakulti / Institut / Pusat Perkhidmatan
Perkongsian Penawaran Sijil Profesional , 26-08-2020 sehingga 26-08-2020 , Universiti
Projek Tahun Akhir Prasiswazah , 01-01-2021 sehingga 31-12-2021 , Fakulti / Institut / Pusat Perkhidmatan
SEMAKAN PROGRAM SARJANA SAINS DATA , 08-08-2019 sehingga 08-08-2019 , Fakulti / Institut / Pusat Perkhidmatan
SIG (Special Intertest Group) , 01-01-2020 sehingga 31-12-2022 , Fakulti / Institut / Pusat Perkhidmatan
STUDENT PROGRESS SEMINAR 2017 (SPS2017) , 03-07-2017 sehingga 07-07-2017 , Fakulti / Institut / Pusat Perkhidmatan
Seminar Pelajar Siswazah CAIT Sesi Jun 2020-Pemeriksa , 22-06-2020 sehingga 26-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
Sesi Perbincangan Bersama Penyendang Kursi Endowmen RHB-UKM , 02-03-2020 sehingga 03-03-2020 , Universiti
Special Interest Group (SIG) FTSM , 01-01-2017 sehingga 31-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
TERAS 6 : PEMANFAATAN KEPINTARAN DATA , 08-02-2020 sehingga 31-12-2025 , Fakulti / Institut / Pusat Perkhidmatan
The 4th Artificial Intelligence Technology Postgraduate Seminar (CAITP 2015) , 22-12-2015 sehingga 23-12-2015 , Fakulti / Institut / Pusat Perkhidmatan
The 4th International MultiConference on Artificial Intelligence Technology (M-CAIT 2018) , 25-10-2018 sehingga 02-11-2018 , Fakulti / Institut / Pusat Perkhidmatan
CURRICULUM VITAE PROF. MADYA DR. MOHD RIDZWAN BIN YAAKUB

Untuk Kegunaan UKM sahaja

For UKM use only

Curriculum Vitae


MAKLUMAT ASAS

PROF. MADYA DR. MOHD RIDZWAN BIN YAAKUB

PENSYARAH UNIVERSITI
PUSAT KAJIAN TEKNOLOGI KECERDASAN BUATAN (CAIT)
ridzwanyaakub@ukm.edu.my
No.rasmi UKM : 03 8921 5555
BIOGRAFI /BIOGRAPHY

PENSYARAH UNIVERSITI

KELAYAKAN AKADEMIK / ACADEMIC QUALIFICATION
(Bidang Pengajian),(Peringkat),(Institusi),(Tahun)
TEKNOLOGI MAKLUMAT , Doktor Falsafah , QUEENSLAND UNIVERSITY OF TECHNOLOGY, AUSTRALIA , 2015
TEKNOLOGI MAKLUMAT , Sarjana Muda , UKM , 2000
KEPAKARAN / EXPERTISE
INFORMATION AND COMMUNICATION TECHNOLOGY - ARTIFICIAL INTELLIGENCE (Sentiment Analysis, Online Social Network Analysis)
INFORMATION AND COMMUNICATION TECHNOLOGY - COMPUTER SCIENCE (Opinion Mining, Text Mining, Database, Ontology, Data Mining)
PENERBITAN TERKINI / LATEST PUBLICATION

Penerbitan Berimpak Tinggi

Abdollah Ansari, Ibrahim Said Ahmad, Azuraliza Abu Bakar And Mohd Ridzwan Yaakub.  (2020).  A Hybrid Metaheuristic Method In Training Artificial Neural Network For Bankruptcy Prediction.  - Ieee Access.  17664-17665. 
Ibrahim Ahmad Said, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2020).  Movie Revenue Prediction Based On Purchase Intention Mining Using Youtube Trailer Reviews.  - Information Processing And Management.  1-15. 
Amin Mahmoudi, Azuraliza Abu Bakar, Mehdi Sookhak, Mohd Ridzwan Yaakub.  (2020).  A Temporal User Attribute-based Algorithm To Detect Communities In Online Social Networks.  - Ieee Access.  15436-15438. 
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar..  (2019).  The Relationship Between Online Social Network Ties And User Attributes.  - Acm Transactions On Knowledge Discovery From Data.  1-15. 
Jamilu Awwalu, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  Hybrid N-gram Model Using Naive Bayes For Classification Of Political Sentiments On Twitter.  - Neural Computing & Applications.  9207-9220. 

Penerbitan WOS

Amin Mahmoudi, Mohd Ridzwan Yaakub And Azuraliza Abu Bakar.  (2020).  A New Real-time Link Prediction Method Based On User Community Changes In Online Social Networks.  - The Computer Journal.  448-459. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  Ant Colony Optimization For Text Feature Selection In Sentiment Analysis.  - Intelligent Data Analysis.  133-158. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  A Review Of Feature Selection In Sentiment Analysis.  - Intelligent Data Analysis.  159-189. 
Amin Mahmoudi, Mohd Ridzwan Yaakub And Azuraliza Abu Bakar.  (2018).  New Time-based Model To Identify The Influential Users In Online Social Networks.  - Data Technologies And Applications.  1-13. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Nurhafizah Moziyana Mohd Yusop, Muslihah Wook, Arniyati Ahmad.  (2018).  Product Feature Ranking And Popularity Model Based On Sentiment Comments.  - International Journal Of Advanced Computer Science And Applications. 

Penerbitan SCOPUS/ERA

Muhammad Iqbal Abu Latiffi, Mohd Ridzwan Yaakub, Ibrahim Said Ahmad.  (2022).  Flower Pollination Algorithm For Feature Selection In Tweets Sentiment Analysis.  - (ijacsa) International Journal Of Advanced Computer Science And Applications.  429-436. 
Nur Suhailayani Suhaimi, Zalinda Othman, Mohd. Ridzwan Yaakub.  (2022).  Modified Convolutional Neural Network Filter Gate For Social Media Text Classification.  - International Journal Of Computer Science And Network Security.  617-627. 
Fathin Faizah Said, Sharifah Nur Ainn Syed Roslan, Mohd Azlan Shah Zaidi, Mohd Ridzwan Yaakub.  (2021).  A Probe Into The Status Of The Oil Palm Sector In The Malaysian Value Chain.  - Economies.  1-24. 
Abdollah Ansari, Ibrahim Said Ahmad, Azuraliza Abu Bakar And Mohd Ridzwan Yaakub.  (2020).  A Hybrid Metaheuristic Method In Training Artificial Neural Network For Bankruptcy Prediction.  - Ieee Access.  17664-17665. 
Ibrahim Ahmad Said, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2020).  Movie Revenue Prediction Based On Purchase Intention Mining Using Youtube Trailer Reviews.  - Information Processing And Management.  1-15. 
Amin Mahmoudi, Mohd Ridzwan Yaakub And Azuraliza Abu Bakar.  (2020).  A New Real-time Link Prediction Method Based On User Community Changes In Online Social Networks.  - The Computer Journal.  448-459. 
Amin Mahmoudi, Azuraliza Abu Bakar, Mehdi Sookhak, Mohd Ridzwan Yaakub.  (2020).  A Temporal User Attribute-based Algorithm To Detect Communities In Online Social Networks.  - Ieee Access.  15436-15438. 
Ibrahim Said Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Mohammad Darwich.  (2020).  Beyond Sentiment Classification: A Novel Approach For Utilizing Social Media Data For Business Intelligence.  - International Journal Of Advanced Computer Science And Applications.  437-441. 
Aladeen Y. R. Hmoud, Juhana Salim And Mohd Ridzwan Yaakub.  (2020).  Platformisation Of Mobile Operators Business Model: A Proposition Using Design Science Approach And Grounded Theory Principles.  - International Journal On Advanced Science, Engineering And Information Technology.  473-484. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  Ant Colony Optimization For Text Feature Selection In Sentiment Analysis.  - Intelligent Data Analysis.  133-158. 
Jamilu Awwalu, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  Hybrid N-gram Model Using Naive Bayes For Classification Of Political Sentiments On Twitter.  - Neural Computing & Applications.  9207-9220. 
Amin Mahmoudi, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar..  (2019).  The Relationship Between Online Social Network Ties And User Attributes.  - Acm Transactions On Knowledge Discovery From Data.  1-15. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2019).  A Review Of Feature Selection In Sentiment Analysis.  - Intelligent Data Analysis.  159-189. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub, Nurhafizah Moziyana Mohd Yusop, Muslihah Wook, Arniyati Ahmad.  (2018).  Product Feature Ranking And Popularity Model Based On Sentiment Comments.  - International Journal Of Advanced Computer Science And Applications. 
Amin Mahmoudi, Mohd Ridzzwan Yaakub, Azuraliza Abu Bakar.  (2018).  A New Method To Discretize Time To Identify The Milestones Of Online Social Networks.  - Social Network Analysis And Mining.. 
Amin Mahmoudi, Mohd Ridzwan Yaakub And Azuraliza Abu Bakar.  (2018).  New Time-based Model To Identify The Influential Users In Online Social Networks.  - Data Technologies And Applications.  1-13. 
Azrulhizam Shapi'i, Noor Atifah Abd Rahman, Mohd Syazwan Baharuddin, Mohd Ridzwan Yaakub.  (2018).  Interactive Games Using Hand-eye Coordination Method For Autistic Children Therapy.  - International Journal On Advanced Science, Engineering And Information Technology. 
Aladeen Y.r. Hmoud, Juhana Salim, Mohd Ridzwan Yaakub.  (2017).  A Two-sided Market Mechanisms Toward Designing A Big Data-driven Business Model For Mobile Network Operators (mnos).  - Journal Of Telecommunication Electronic And Computer Engineering.  105-110. 
Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub,nurhafizah Moziyana Mohd Yusop1.  (2017).  Statistical Validation Of Aco-knn Algorithm For Sentiment Analysis.  - Journal Of Telecommunication, Electronic And Computer Engineering.  165-170. 
Siti Rohaidah Ahmad, Mohd Ridzwan Yaakub, Azuraliza Abu Bakar.  (2016).  Detecting Relationship Between Features And Sentiment Words Using Yybrid Of Typed Dependency Relations Layer And Pos Tagging (tdr Layer Pos Tags) Algorithm.  - International Journal On Advanced Science, Engineering And Information Technology (ijaseit).  1120-1126. 
Jamilu Awwalu, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2015).  Detection And Polarization Of Political Sentiments On Twitter.  - International Journal Of Applied Engineering Research.  41794-41799. 
Abdullah S. Ghareb; Abdul Razak Hamdan; Azuraliza Abu Bakar; Mohd Ridzwan Yaakub.  (2015).  Hybrid Statistical Rule-based Classifier For Arabic Text Mining.  - Journal Of Theoretical And Applied Information Technology.  194-204. 

Prosiding Terindeks

Nur Suhailayani Suhaimi, Zalinda Othman, And Mohd Ridzwan Yaakub.  (2022).  Comparative Analysis Between Macro And Micro-accuracy In Imbalance Dataset For Movie Review Classification.  - Proceedings Of Seventh International Congress On Information And Communication Technology Icict 2022, London.  83-94. 
Nur Suhailayani Suhaimi, Zalinda Othman, Mohd Ridzwan Yaakub.  (2020).  Analyzing Prediction Performance Between Wavelet Neural Network And Product-unit Neural Network.  - Journal Of Physics: Conference Series.  1-9. 
Mohd Ridzwan Yaakub, Muhammad Iqbal Abu Latiffi, Liyana Safra Zaabar.  (2019).  A Review On Sentiment Analysis Techniques And Applications.  - International Conference On Green Engineering Technology And Applied Computing.  1-4. 
Filzah Zahilah Mohamed Zaki, Su Luan Wong, Mohd Ridzwan Yaakub.  (2019).  A Review Of Common Features In Computational Thinking Frameworks In K-12 Education.  - International Conference On Green Engineering Technology And Applied Computing.  1-5. 
S.n.h.s. Abdullah, W.f. Fauzi, M.n. Sudin, N.n. Zahari, Z. A. Rahman, A.ismail, N. R. M. Suradi, A.s. Rambely, N. Sarnon, A. H. Shaari, S. Samrun, N. Arsad, M.h.m. Saad, M. Mohd, M. Ayob, K.v. Jyn, K. A. Z. Nazri, R. Yaakub, Ariffin,m.z.a.na.  (2018).  Assessment Of Self-identity Among Teens Towards Self-crime Prevention Program.  - Cyber Resilience Conference 2018. 

Buku Penyelidikan

Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2021).  Kaedah Kejiranan Semut Untuk Pemilihan Fitur Dalam Analisis Sentimen.  - 136. 
Mohd Ridzwan Yaakub.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 10. 
Mohd Ridzwan Yaakub.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 6. 

Bab Dalam Buku

Mohd Ridzwan Yaakub Dan Mohd Khaizur Khairuddin.  (2021).  Kajian Sains Data Dalam Analitik Kesejahteraan Rakyat.  - 25. 
Mohd Ridzwan Yaakub.  (2018).  Sains Data Penerokaan Pengetahuan Dari Data Raya.  - 10. 
Mohd Ridzwan Yaakub.  (2017).  Penyelidikan Komputeran Dalam Era Revolusi Industri 4.0.  - 6. 

Penulisan Dalam Bahasa Melayu

Siti Rohaidah Ahmad, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2021).  Kaedah Kejiranan Semut Untuk Pemilihan Fitur Dalam Analisis Sentimen.  - 136. 

Penerbitan Lain-lain

Fathin Faizah Binti Said;mohd Azlan Shah Bin Zaidi;mohd Ridzwan Bin Yaakub.  (2022).  Exploring Typology Structures Of Global Value Chain And Production Networks Of Palm Oil Industry.  -
Mohd Ridzwan Yaakub, Muhammad Iqbal Abu Latiffi.  (2022).  Public Consultation Paper (pcp) Analysis.  - Majalah Impak The 4th Industrial Revolution@ukm.  18. 
Mohd Ridzwan Bin Yaakub;azuraliza Binti Abu Bakar.  (2022).  Eksplorasi Sains Data.  -
Mohd Ridzwan Bin Yaakub;amelia Natasya Binti Abdul Wahab;rossilawati Binti Sulaiman;azrulhizam Bin Shapi`i;afzan Binti Adam;akmal Bin Aris;nor Samsiah Binti Sani.  (2022).  Targeted Online And Social Media Based On Sentiment Analysis For Electoral Boundaries.  -
Fathin Faizah Binti Said;tamat Bin Sarmidi;mohd Ridzwan Bin Yaakub.  (2022).  Investor Sentiment On The Covid-19 Outbreak And Its Effects On The Stock Market Volatility.  -
Farah Shafawati Taib;mohd Ridzwan Bin Yaakub;haryanti Binti Mohd Affandi.  (2021).  Nurturing Nature Education Among Early Childhood Empower Future Generation.  -
Zalinda Binti Othman;mohd Ridzwan Bin Yaakub;ahmad Tarmizi Bin Abdul Ghani.  (2021).  Uncertain Time Series Data Analytics In Solving Monitoring Systems Errors.  -
Fathin Faizah Binti Said;tamat Bin Sarmidi;mohd Ridzwan Bin Yaakub.  (2021).  Volatility Estimation For Digital Currency: Medium Of Exchange Or Speculative Assets?.  -
Nur Suhailayani Suhaimi, Zalinda Othman, Mohd. Ridzwan Yaakub.  (2021).  Data Stream Input Filtering By Using Dynamic Framing Of Convolutional Neural Network.  - Data Analytics And Optimization Daos 2021.  109-114. 
Liyana Safra Zaabar, Mohd Ridzwan Yaakub, Muhammad Iqbal Abu Latiffi.  (2021).  Combination Of Lexicon Based And Machine Learning Techniques In The Development Of Political Tweet Sentiment Analysis Model.  - International Conference On Engineering Technology (icet) 2021,.  100. 
Mohd Ridzwan Yaakub, Muhammad Iqbal Abu Latiffi, Aiman Hasni Zazani, Mariah Abdul Rahman, Liyana Safra Zaabar.  (2021).  Sharity Apps - Your Community Assistance.  - Utemex Virtual 2021.  1. 
Norefrina Shafinaz Binti Md Nor;nazlina Bt. Ibrahim;mohd Ridzwan Bin Yaakub;syamsa Rizal Bin Abdullah;herryawan Ryadi Bin Eziwar Dyari;muhammad Arif Bin Yahya;mohammad Rahim Bin Kamaluddin;jaya Kumar A/l Murthy.  (2020).  Combating Blooming Community Of Anti-vaccination Through Education Intervention Among University Student In Malaysia.  -
Mohd Ridzwan Bin Yaakub;azuraliza Binti Abu Bakar;azrulhizam Bin Shapi`i;norefrina Shafinaz Binti Md Nor;noh Bin Amit;haryanti Binti Mohd Affandi;tengku Elmi Azlina Binti Tengku Muda.  (2020).  Persepsi Guru Terhadap Penggunaan Ict Bagi Kelas Pra Sekolah.  -
Mohd Ridzwan Bin Yaakub.  (2020).  Analisis Sentimen : Penambahbaikan Teknik Pengekstrakan Fitur Berasaskan Ontologi Dan Persamaan Kata..  -
Noh Bin Amit;rozmi Bin Ismail;normah Bt. Che Din;mohd Ridzwan Bin Yaakub;norhayati Binti Ibrahim;ramalinggam A/l A.rajamanickam;nurbazla Binti Ismail;mohammad Rahim Bin Kamaluddin;tengku Elmi Azlina Binti Tengku Muda.  (2020).  Understanding Of Indebtedness, Psychological Conditions, Job Performance And Attitudes Toward Seeking Psychological Help Among Low Income Young Adults In Malaysia By Using Mixed-method Approach.  -
Mohd Ridzwan Bin Yaakub.  (2020).  Program Pensijilan Profesional Sains Data.  - Advancing Knowledge For Success (akses).  30. 
Mohd Ridzwan Bin Yaakub.  (2020).  The Skillz.  - Data Raya & Ai Dalam Pendidikan. 
Afzan Adam, Norsamsiah Sani, Siti Norul Huda Sheikh Abdullah, Abdul Razak Hamdan, Mohd Zakre Ahmad Nazri, Mohd Ridzwan Yaakob.  (2020).  Knowledge Representation (ai): Semantic.  - 1. 
Afzan Adam, Norsamsiah Sani, Siti Norul Huda Sheikh Abdullah, Abdul Razak Hamdan, Mohd Zakre Ahmad Nazri, Mohd Ridzwan Yaakob.  (2020).  Knowledge Representation (ai): Rules.  - 1. 
Filzah Zahilah Mohamed Zaki, Su Luang Wong & Mohd Ridzwan Yaakub.  (2019).  A Review Of Computational Thinking Frameworks In K-12 Education.  - International Conference On Green Engineering & Technology (icongetech) & International Conference On Applied Computing (icac2019).  138. 
Mohd Ridzwan Bin Yaakub, Muhammad Iqbal Abu Latiffi & Liyana Safra Zaabar.  (2019).  A Review On Sentiment Analysis Techniques And Applications.  - International Conference On Green Engineering & Technology (icongetech) & International Conference On Applied Computing (icac2019).  145. 
Assi Rosdi & Mohd Ridzwan Yaakub.  (2018).  Sistem Pengurusan Ban Darah.  - Pta-ftsm-2018-144. 
Suhaila Binti Zainudin;noraidah Bt. Sahari @ Ashaari;siti Fadzilah Binti Mat Noor;tengku Siti Meriam Binti Tengku Wook;masnizah Binti Mohd;mohd Ridzwan Bin Yaakub;hazura Binti Mohamed;azuraliza Binti Abu Bakar.  (2018).  Meramal Sentimen Umum Tehadap Ukm Menerusi Media Sosial.  -
Maggery Roxane Dennis & Mohd Ridzwan Yaakub.  (2018).  Sistem E-pelaporan Pemantauan Laman Web Jabatan Standard Malaysia.  - Pta-ftsm-2018-161. 
Syed Hafiz Syed Haniffa & Mohd Ridzwan Yaakub.  (2018).  Sistem Tempahan Fasiliti, Peralatan Sukan Dan Penginapan Di Universiti Kebangsaan Malaysia, Aplikasi E-sewa Ukm.  - Pta-ftsm-2018-151. 
Mohd Ridzwan Yaakub.  (2017).  Analisa Sentimen Bagi Penilaian Produk.  - Kolokium Penerokaan Data Raya Kulturomik Malaysia 2017. 
Nurul Firzana Zainal Rashid & Mohd Ridzwan Yaakub.  (2017).  Sistem Pencarian Fauna Menggunakan Kata Kunci Berasaskan Ciri-ciri Fauna (ukmfauna).  -
Abdul Rahim Fuad & Mohd Ridzwan Yaakub.  (2017).  Pembangunan Sistem Pengidentifikasi Dan Antibiotik Mikroorganisma.  -
Siti Zulaikha Ab Aziz & Mohd Ridzwan Yaakub.  (2017).  Sistem Pencarian Hadith Menggunakan Ciri Asas Kata Kunci Dan Kategori.  -
Nur Farahin Abdul Rahim & Mohd Ridzwan Yaakub.  (2016).  A Review Of Techniques Used In Sentiment Analysis.  - Pengukuran Keberkesanan I. 
Shakir Mahmood Jasim, Azuraliza Abu Bakar, Mohd Ridzwan Yaakub.  (2016).  Feature Selection Approach Based On Genetic Algorithm Using Opinion Mining Dataset.  - Negative Associative Clas. 
Siti Rohaidah Ahmad , Mohd Ridzwan Yaakub, Azuraliza Abu Bakar.  (2016).  Detecting Relationship Between Features And Sentiment Words Using Hybrid Of Typed Dependency Relations Layer And Pos Tagging (tdr Layer Pos Tags) Algorithm.  - The 3rd International Multi-conference On Artificial Intelligence Technology (m-cait 2016). 
Noridah Yahya Dan Mohd Ridzwan Yaakub.  (2015).  Rangka Kerja Crm Dengan Elemen Sosiologi : Keamatan(intensity), Timbal Balik(reciprocal), Kemesraan, Masa.  -
PROJEK PENYELIDIKAN / RESEARCH PROJECT
(Tajuk),(Peranan),(Tempoh),(Tahap)

Aktif

A New Hybrid Deep Learning Method for Sentiment Analysis Model Based on Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) , Ketua Projek , 01-09-2022 sehingga 31-08-2025 , Kebangsaan
New Social Network Analysis Model for Community Detection in Improving Computational Process based on Louvain Method. , Ketua Projek , 15-12-2020 sehingga 14-12-2022 , Antarabangsa
Emotion Intensity Classification Model for Facebook Diabetes Community , Penyelidik Bersama , 01-10-2022 sehingga 30-09-2024 , Universiti
Convolution Neural Network Filter and Adaptive Multi-Layer Perceptron Network Representation for Data Stream Prediction , Penyelidik Bersama , 07-09-2021 sehingga 06-09-2024 , Kebangsaan
Modeling Adaptive Convolution Neural Network Predictor for Data Stream Issues , Penyelidik Bersama , 15-12-2020 sehingga 14-12-2022 , Universiti
Sentiment-based Community Detection Method for Behavioural Learning In Online Social Network. , Penyelidik Bersama , 01-11-2020 sehingga 30-04-2024 , Kebangsaan
Development of a model on determinants and risks of health misinformation on Malaysian social media as part of the national e-Health strategy , Penyelidik Bersama , 01-11-2020 sehingga 30-04-2024 , Kebangsaan

Tamat

Eksplorasi Sains Data , Ketua Projek , 01-12-2020 sehingga 30-11-2021 , Universiti
Sentiment based Predictive Model for Malaysia Post-COVID 19 Tourism Industry Development , Ketua Projek , 15-10-2020 sehingga 15-10-2022 , Kebangsaan
Targeted Online and Social Media Based on Sentiment Analysis for Electoral Boundaries , Ketua Projek , 01-10-2020 sehingga 30-09-2021 , Kebangsaan
New Online Social Networks (OSNs) Model for Community Detection based on Minimum Spanning Tree (MST) , Ketua Projek , 15-08-2017 sehingga 14-02-2020 , Kebangsaan
New Online Social Networks (OSNs) Model for Community Detection based on Minimum Spanning Tree (MST) , Ketua Projek , 15-08-2017 sehingga 14-08-2019 , Kebangsaan
Persepsi Guru Terhadap Penggunaan ICT bagi Kelas Pra Sekolah , Ketua Projek , 01-12-2016 sehingga 30-11-2019 , Universiti
Analisis Sentimen : Penambahbaikan teknik pengekstrakan fitur berasaskan ontologi dan persamaan kata. , Ketua Projek , 01-05-2016 sehingga 31-10-2018 , Universiti
INVESTOR SENTIMENT ON THE COVID-19 OUTBREAK AND ITS EFFECTS ON THE STOCK MARKET VOLATILITY , Penyelidik Bersama , 15-10-2020 sehingga 14-04-2022 , Kebangsaan
EXPLORING TYPOLOGY STRUCTURES OF GLOBAL VALUE CHAIN AND PRODUCTION NETWORKS OF PALM OIL INDUSTRY , Penyelidik Bersama , 10-10-2019 sehingga 10-04-2022 , Kebangsaan
VOLATILITY ESTIMATION FOR DIGITAL CURRENCY: MEDIUM OF EXCHANGE OR SPECULATIVE ASSETS? , Penyelidik Bersama , 01-10-2018 sehingga 30-12-2020 , Kebangsaan
Ensemble Machine Learning Approach for Multidimensional Poverty Classification , Penyelidik Bersama , 01-02-2018 sehingga 31-10-2020 , Universiti
Uncertain Time Series Data Analytics in solving Monitoring Systems Errors , Penyelidik Bersama , 15-12-2017 sehingga 14-09-2020 , Universiti
USING STEM DATA THROUGH SMART SELF-CRIME PREVENTION AT SCHOOLS FOR OPEN DATA READINESS TAJUK PROGRAM : Fusion Technologies For Stem Education In Schools To Enhance Open Data Readiness In An Innovative Digital Economy , Penyelidik Bersama , 01-09-2017 sehingga 31-08-2020 , Kebangsaan
A New Framework for Assessing Systemic Risk of Islamic Banking Systems: Financial Network Modelling , Penyelidik Bersama , 15-08-2017 sehingga 14-02-2020 , Kebangsaan
Meramal Sentimen Umum Tehadap UKM menerusi Media Sosial , Penyelidik Bersama , 01-01-2017 sehingga 30-06-2018 , Kebangsaan
Understanding of indebtedness, psychological conditions, job performance and attitudes toward seeking psychological help among low income young adults in Malaysia by using mixed-method approach , Penyelidik Bersama , 01-12-2016 sehingga 30-11-2019 , Kebangsaan
Combating blooming community of anti-vaccination through education intervention among university student in Malaysia , Penyelidik Bersama , 01-12-2016 sehingga 30-11-2019 , Kebangsaan
Nurturing Nature Education among Early Childhood Empower Future Generation , Penyelidik Bersama , 01-12-2016 sehingga 30-11-2018 , Kebangsaan
Combining Feature Construction, Feature and Instance Selection, to improve Large Scale Classification , Penyelidik Bersama , 01-08-2016 sehingga 31-01-2019 , Kebangsaan
Hyper-heuristic Approaches For Crime Data-Mining , Penyelidik Bersama , 15-06-2015 sehingga 30-09-2016 , Universiti
A Symbolic Representation Approach for Uncertain Time Series Data Reduction , Penyelidik Bersama , 01-07-2014 sehingga 31-12-2016 , Kebangsaan
PENGUKURAN KEBERKESANAN INTERVENSI DALAM MEMPENGARUHI KUALITI PENYELIAAN SISWAZAH DI KALANGAN PENSYARAH DAN KAKITANGAN SOKONGAN , Penyelidik Bersama , 01-04-2014 sehingga 31-12-2017 , Universiti
Hyper-Heuristic Approaches for Crime Data Mining, Polis Patrol Routing and Rostering Problems , Penyelidik Bersama , 01-04-2014 sehingga 31-03-2015 , Universiti
Contextual Sense Sentiment Similarity Incorporating Emotional Vector , Penyelidik Bersama , 16-12-2013 sehingga 15-12-2016 , Kebangsaan
EXPLORING PREDICTIVE METHODS FOR SHARE PRICE REACTION PREDICTIONS USING THE MERGER AND ACQUISITION DOCUMENTS , Penyelidik Bersama , 20-05-2013 sehingga 18-11-2016 , Kebangsaan
PEMBANGUNAN PROGRAM LONJAKAN PENYELIDIKAN, PENERBITAN DAN PENDIDIKAN FTSM , Penyelidik Bersama , 01-01-2013 sehingga 31-03-2014 , Universiti
Development Of Jawi Optical Character Recognition System , Penyelidik Bersama , 01-12-2006 sehingga 30-09-2008 , Kebangsaan
ANUGERAH DAN PENGURUSAN / AWARD AND STEWARDSHIP
(Nama Anugerah/Pentadbiran),(Institusi Penganugerahan),(Tahun)

Anugerah UKM

Anugerah Perkhidmatan Cemerlang / Anugerah Perkhidmatan Cemerlang , 2019
PENYELIAAN PELAJAR / SUPERVISION

Pelajar Sarjana

HYBRIDISED N-GRAM MODEL USING NAIVE BAYES FOR CLASSIFICATION OF, JAMILU AWWALU, Sarjana
TEKNIK PEMILIHAN FITUR MENGGUNAKAN TF-IDF DAN PENDEKATAN PERWAKILAN PENGEKODAN DWI-ARAH DARIPADA, HASNAN BIN OTHMAN, Sarjana
SYALINDA BINTI ABU HASAN AL SHAARI, Sarjana
PEMILIHAN FITUR MENGGUNAKAN ALGORITMA PENDEBUNGAAN BUNGA (APB) BAGI ANALISIS SENTIMEN DATA TWITTER, MUHAMMAD IQBAL BIN ABU LATIFFI, Sarjana
ALQAHTANI TURKI ABDULHADI, Sarjana
ELIDA SHAZLEEN BINTI ISMAIL, Sarjana

Pelajar Doktor Falsafah

INTEGRATION OF SENTIMENT ANALYSIS AND COMMUNITY DETECTION FOR BEHAVIORAL LEARNING IN ONLINE SOCIAL NETWORK, MD AHSAN UL HASAN, Doktor Falsafah
ABBAS FADHIL JASIM AL-GBURI, Doktor Falsafah
SENTIMENT WORDS SELECTION BASED ON DEPENDENCY PARSING TO IMPROVE THE PERFORMANCE OF THE DEEP LEARNING ATTENTION MECHANISM IN ASPECT-BASED SENTIMENT ANALYSIS, MAKERA MOAYAD AZIZ, Doktor Falsafah
FAKE NEWS DETECTION ABOUT THE ISLAMIC DOMAIN ON SOCIAL MEDIA PLATFORMS USING DEEP LEARNING TECHNIQUE, SUHAIB KH. HAMED, Doktor Falsafah
RESEARCH ON MULTIMODAL SOCIAL SENTIMENT ANALYSIS METHODS, ZUO XIANGSHAN, Doktor Falsafah
NOR ANIS ASMA SULAIMAN, Doktor Falsafah
KHALID KHALIFA JUMA AL_ISMAILY, Doktor Falsafah
LI CHUZHEN, Doktor Falsafah
BORHAN BIN AB RAHMAN, Doktor Falsafah
MUHAMMAD IQBAL ABU LATIFFI, Doktor Falsafah
Pendekatan Hibrid Bagi Analisis Sentimen Menggunakan Pengoptimuman Koloni Semut, SITI ROHAIDAH BINTI AHMAD, Doktor Falsafah
APLIKASI PENGGUNAAN ALAT PELINDUNG NILAI DALAM KEPERLUAN MODAL PADA, AHMAD KHUSYAIRI BIN CHE RUSLI, Doktor Falsafah
TRI APRIYANTO SUNDARA, Doktor Falsafah
Mekanisme Pasaran Dua Sisi Untuk Merekabentuk Model Bisnes Berpacukan Data Raya Bagi Pengendali Rangkaian Mudah Alih, ALADEEN YOUSEF RASHID HMOUD, Doktor Falsafah
HAYDER MAJID SACHIT, Doktor Falsafah
ASIAN'S COUNTRIES TRADE POSITION IN THE GLOBAL VALUE CHAIN (GVC) :, ABBHIRAMI A/P SIVARAJAN, Doktor Falsafah
LANDSKAP MINYAK SAWIT BERDASARKAN RANGKAIAN PERDAGANGAN GLOBAL DAN RANGKAIAN INPUT-OUTPUT MALAYSIA, SHARIFAH NUR AINN BINTI SYED ROSLAN, Doktor Falsafah
Pendekatan Perlombongan Hasrat Membeli Dengan Fitur Novel Dari Media Sosial Untuk Meramal Hasil Kutipan Filem, IBRAHIM SAID AHMAD, Doktor Falsafah
MING FAN, Doktor Falsafah
Masa Pendekatan Interaksi Berasaskan Ciri Pengguna Bagi Mengesan Komuniti Rangkaian Sosial Atas Talian, AMIN MAHMOUDI, Doktor Falsafah
MOHAMAD AZLAN BIN MOHAMAD NASRUN, Doktor Falsafah
PEMASAAN PASARAN DANA AMANAH MALAYSIA: KECEKAPAN PASARAN, TUMPUAN GEOGRAFI DAN STATUS PATUH SHARIAH, LING PICK SOON, Doktor Falsafah
IMPLIKASI GELAGAT PENGGUNA DI MEDIA SOSIAL TWITTER TERHADAP, RAJA SOLAN A/L SOMASUNTHARAM, Doktor Falsafah
NUR SUHAILAYANI BINTI SUHAIMI, Doktor Falsafah
MOHAMMAD MOSHREKUL KABIR, Doktor Falsafah
PEMBINAAN LEKSIKON EMOSI EMOJI BERPANDUKAN MODEL KATEGORIKAL EMOSI DAN PENDEKATAN TANPA SELIA, MOHD FAKHRURRAZI BIN HJ MAHMOOD, Doktor Falsafah
TEDY SETIADI, Doktor Falsafah
KHIDMAT SOSIAL / SOCIAL @ PUBLIC ENGAGEMENT
(Sumbangan),(Tempoh),(Peringkat)

Khidmat Luar

Persatuan Ibubapa dan Guru (PIBG) SK Bangi , 08-02-2014 sehingga 01-01-1970 , Daerah / Jajahan
Program Penilaian Kesediaan Data Terbuka Kolaboratif dengan World Bank , 31-10-2016 sehingga 31-10-2016 , Antarabangsa
Unit Pemodenan Tadbiran dan Perancangan Pengurusan Malaysia (MAMPU) , 26-10-2016 sehingga 27-10-2016 , Kebangsaan
HACKATHON DATA TERBUKA 2017 , 11-09-2017 sehingga 13-11-2017 , Kebangsaan
Lembaga Teknologi Malaysia , 25-04-2018 sehingga 11-01-0466 , Kebangsaan
Lembaga Teknologis Malaysia , 17-09-2019 sehingga 16-09-2020 , Kebangsaan
Anugerah Pecipta 2019 , 23-09-2019 sehingga 01-01-1970 , Antarabangsa
Hackaton Data Terbuka 2019 , 24-09-2019 sehingga 24-09-2019 , Kebangsaan
Universiti Teknikal Malaysia Melaka , 17-06-2020 sehingga 30-06-2020 , Kebangsaan
Panel Penilai Pertandingan Chipta 2020 , 01-09-2020 sehingga 14-10-2020 , Kebangsaan
Association for Computing Machinery (ACM) , 01-12-2020 sehingga 30-11-2021 , Antarabangsa
Pensyarah Jemputan : Industry in Classroom UMT , 06-12-2020 sehingga 06-12-2020 , Kebangsaan
Bengkel Pemantapan Pelaksaan Program Apps Challenge MAMPU , 04-03-2020 sehingga 05-03-2020 , Kebangsaan
Event Detection System based on User Behavior Changes in Online Social Networks: Case of the COVID-19 Pandemic , 01-07-2020 sehingga 07-12-2020 , Antarabangsa
JK Penyeliaan Calon PhD UiTM , 21-07-2020 sehingga 20-07-2022 , Kebangsaan
Program : The Skillz, Bernama Radio , 26-02-2020 sehingga 26-02-2020 , Kebangsaan
Fakulti Sains Komputer dan Teknologi Maklumat , 07-05-2021 sehingga 09-05-2024 , Kebangsaan
Anugerah Tesis Cemerlang , 02-05-2019 sehingga 01-01-1970 , Kebangsaan
Panel Penilaian Pertandingan Chipta 2021 , 08-09-2021 sehingga 10-09-2021 , Kebangsaan
2021 International Conference on Big Data and Intelligent Decision Making , 25-07-2021 sehingga 31-12-2021 , Antarabangsa
Best Paper Award , 26-10-2021 sehingga 01-01-1970 , Antarabangsa
ICSCA2023 Technical Committee Member , 23-05-2022 sehingga 25-02-2023 , Antarabangsa
FORUM EKOSISTEM BERPACUKAN DATA - ANTARA REALITI DAN ASPIRASI SEMINAR BERPACUKAN DATA SEKTOR AWAM (BDSA) , 16-08-2022 sehingga 16-08-2022 , Kebangsaan
Majlis Profesor Negara , 26-08-2022 sehingga 31-03-2037 , Kebangsaan

Khidmat Dalam

Ahli Penal Siri Kursus Pemantapan Penyeliaan , 07-10-2020 sehingga 07-10-2020 , Fakulti / Institut / Pusat Perkhidmatan
Fasilitator Minggu Mesra Mahasiswa Sesi Akademik Sem 1 2015/2016 , 02-09-2015 sehingga 01-01-1970 , Fakulti / Institut / Pusat Perkhidmatan
JAWATANKUASA PENASIHAT AKADEMIK PELAJAR (JKPAP) PROGRAM SARJANA MUDA SAINS CITRA BAGI SESI AKADEMIK 2019-2020 , 26-08-2019 sehingga 09-02-2020 , Universiti
JAWATANKUASA PENASIHAT AKADEMIK PELAJAR (JKPAP) PROGRAM SARJANA MUDA SAINS CITRA BAGI SESI AKADEMIK 2020-2021 , 12-10-2020 sehingga 03-10-2021 , Universiti
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.14/2019 , 15-05-2019 sehingga 15-05-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.24/2019 , 01-10-2019 sehingga 01-10-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.34/2019 , 28-11-2019 sehingga 28-11-2019 , Fakulti / Institut / Pusat Perkhidmatan
JK Pemeriksa dan Peperiksaan Lisan Kedoktoran Bil.35/2019 , 06-12-2019 sehingga 06-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
Jawatakuasa Penilai SPS , 02-02-2021 sehingga 13-08-2021 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Akademik FTSM , 01-07-2020 sehingga 30-06-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Bitara Kumpulan Prihatin , 01-03-2022 sehingga 28-02-2023 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa HEJIM FTSM , 01-03-2016 sehingga 28-02-2018 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Kenaikan Pangkat , 24-11-2020 sehingga 24-11-2020 , Pusat Pengajian / Jabatan / Pusat Penyelidikan / Unit
Jawatankuasa Penasihat Akademik Pelajar (JKPAP) , 01-01-2019 sehingga 31-12-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pengajian Sarjana , 01-07-2021 sehingga 30-06-2022 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Pengajian Sarjana FTSM , 01-03-2018 sehingga 31-03-2020 , Fakulti / Institut / Pusat Perkhidmatan
Jawatankuasa Persidangan MCAIT 2019 , 02-01-2020 sehingga 31-12-2021 , Universiti
Jawwatankuasa Makmal CAIT , 02-01-2020 sehingga 31-12-2023 , Fakulti / Institut / Pusat Perkhidmatan
Karnival Inovasi Digital (KID 2018) , 18-05-2018 sehingga 23-05-2018 , Fakulti / Institut / Pusat Perkhidmatan
Keselamatan & Kesihatan Pekerjaan (JKKP) , 01-01-2018 sehingga 31-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
Ketua & Penasihat SIG , 01-02-2020 sehingga 31-01-2022 , Fakulti / Institut / Pusat Perkhidmatan
MESYUARAT JAWATANKUASA AKADEMIK , 01-03-2018 sehingga 28-02-2020 , Fakulti / Institut / Pusat Perkhidmatan
PROGRAM RESEARCH DAY @ FTSM 2018 , 20-09-2018 sehingga 20-09-2018 , Fakulti / Institut / Pusat Perkhidmatan
Pemeriksa Pembentangan Usulan , 03-06-2020 sehingga 03-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
Pengurusan Makmal Pusat Teknologi Kecerdasan Buatan (CAIT) , 26-12-2014 sehingga 28-12-2014 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Usulan Penyelidikan Sarjana Kerja Kursus , 13-08-2020 sehingga 13-08-2020 , Fakulti / Institut / Pusat Perkhidmatan
Penilai Usulan Penyelidikan Sarjana Kerja Kursus , 11-09-2020 sehingga 11-11-2020 , Fakulti / Institut / Pusat Perkhidmatan
Perkongsian Penawaran Sijil Profesional , 26-08-2020 sehingga 26-08-2020 , Universiti
Projek Tahun Akhir Prasiswazah , 01-01-2021 sehingga 31-12-2021 , Fakulti / Institut / Pusat Perkhidmatan
SEMAKAN PROGRAM SARJANA SAINS DATA , 08-08-2019 sehingga 08-08-2019 , Fakulti / Institut / Pusat Perkhidmatan
SIG (Special Intertest Group) , 01-01-2020 sehingga 31-12-2022 , Fakulti / Institut / Pusat Perkhidmatan
STUDENT PROGRESS SEMINAR 2017 (SPS2017) , 03-07-2017 sehingga 07-07-2017 , Fakulti / Institut / Pusat Perkhidmatan
Seminar Pelajar Siswazah CAIT Sesi Jun 2020-Pemeriksa , 22-06-2020 sehingga 26-06-2020 , Fakulti / Institut / Pusat Perkhidmatan
Sesi Perbincangan Bersama Penyendang Kursi Endowmen RHB-UKM , 02-03-2020 sehingga 03-03-2020 , Universiti
Special Interest Group (SIG) FTSM , 01-01-2017 sehingga 31-12-2019 , Fakulti / Institut / Pusat Perkhidmatan
TERAS 6 : PEMANFAATAN KEPINTARAN DATA , 08-02-2020 sehingga 31-12-2025 , Fakulti / Institut / Pusat Perkhidmatan
The 4th Artificial Intelligence Technology Postgraduate Seminar (CAITP 2015) , 22-12-2015 sehingga 23-12-2015 , Fakulti / Institut / Pusat Perkhidmatan
The 4th International MultiConference on Artificial Intelligence Technology (M-CAIT 2018) , 25-10-2018 sehingga 02-11-2018 , Fakulti / Institut / Pusat Perkhidmatan