A
PROFILE
UPM's Staff Profile
YBHG. PROFESOR DR. TS. NURFADHLINA BINTI MOHD SHAREF
CHIEF DIGITAL OFFICER
UNIVERSITI PUTRA MALAYSIA
nurfadhlina@upm.edu.my
UPM WEBSITE
PROFILE
nurfadhlina
BM
EN

PROFESSIONAL

NAME :
(Ybhg. Profesor Dr. Ts.) NURFADHLINA BINTI MOHD SHAREF
MANAGERIAL POSITION :
CHIEF DIGITAL OFFICER
ENTITY :
UNIVERSITI PUTRA MALAYSIA

PERMANENT POST :
PROFESSOR
ENTITY :
FACULTY OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY

FIELD OF SUPERVISION
DATA SCIENCE / GERONTECHNOLOGY / INTELLIGENT SYSTEMS / APPLIED AND COMPUTATIONAL STATISTICS / COMPUTATIONAL OPERATIONS RESEARCH
EDUCATION
PHD
UNIVERSITY OF BRISTOL
Graduated : 2010
MASTER SAINS KOMPUTER
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 2006
TEKNOLOGIS PROFESIONAL PT21010026
LEMBAGA TEKNOLOGIS MALAYSIA
Graduated : 2021
SARJANAMUDA TEKNOLOGI MAKLUMAT
UNIVERSITI KEBANGSAAN MALAYSIA, BANGI, SELANGOR
Graduated : 2003
BOOK PUBLICATION
1. UPM Academic Transformation
    ISPN: 9789679604603
2. Leveraging GenAI for Teaching and Learning at UPM: Playbook
    ISPN: 9786297754772
3. Intelligence and Security Informatics
    ISPN: 978-3-642-30427-9
JOURNAL PUBLICATION
1. Modelling Knowledge Summarization By Evolving Fuzzy Grammar
    Journal type: Citation-Indexed - Scopus
2. A comparative study of evolving fuzzy grammar and machine learning techniques for text categorization
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
3. Conceptually Related Lexicon Clustering Based On Word Context Association Mining
    Journal type: Citation-Indexed - Scopus
4. Evolving fuzzy grammar for crime texts categorization
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
5. Process-Oriented Ontology Building Methodology for Solving Unbalanced Competency of the Ontology
    Journal type: Citation-Indexed - Scopus
6. Innovation-enhanced rubrics assessment for final year projects
    Journal type: Citation-Indexed - Scopus
7. Linguistic Rule-Based Translation Of Natural LanguageQuestion Into Sparql Query For Effective Semantic Question Answering
    Journal type: Citation-Indexed - Scopus
8. Ensemble Divide and Conquer Approach to Solve the Rating Scores? Deviation in Recommendation System
    Journal type: Citation-Indexed - Scopus
9. Natural Language Query Translation for Semantic Search
    Journal type: Citation-Indexed - Scopus
10. Issues and Challenges in Semantic Question Answering through Natural Language Interface
    Journal type: Citation-Indexed - Scopus
11. Semantic-Based Medical Records Retrieval Via Medical-Context Aware Query Expansion And Ranking
    Journal type: Citation-Indexed - Scopus
12. Linguistic Rule-Based Methods for the Extraction of Medical Summaries to Benefit Patients Progression Tracking
    Journal type: Citation-Indexed - Scopus
13. Review on the Advancements of Disambiguation in Semantic Question Answering System
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
14. Review Of The Temporal Recommendation System With Matrix Factorization
    Journal type: Citation-Indexed - Scopus
15. An enhanced feature representation based on linear regression model for stock market prediction
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
16. Empirical Investigation of Feature Sets Effectiveness in Product Review Sentiment Classification
    Journal type: Citation-Indexed - Scopus
17. Integrating Competency Question-Driven Ontology Authoring With Ontology Validation For Learning Analytics From Heterogeneous Platforms
    Journal type: Citation-Indexed - Scopus
18. Linguistic-Based SPARQL Translation Model for Semantic Question Answering System
    Journal type: Citation-Indexed Journal - ERA
19. Temporal-Based Approach to Solve Item Decay Problem in Recommendation System
    Journal type: Other Abstracting / Indexing Bodies
20. Embedded Learning For Leveraging Multi-Aspect In Rating Prediction Of Personalized Recommendation
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
21. Narrow Convolutional Neural Network for Arabic Dialects Polarity Classification
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
22. Preference learning for eco-friendly hotels recommendation: A multi-criteria collaborative filtering approach
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
23. Open science cyber-infrastructure framework for next generation disaster analytics
    Journal type: Citation-Indexed - Scopus
24. Temporal Trends Analysis for Dengue Outbreak and Network Threats Severity Prediction Accuracy Improvement
    Journal type: Other Abstracting / Indexing Bodies
25. Tensorized Neural Network for Multi-Aspect Rating-Based Recommendation
    Journal type: Citation-Indexed - Scopus
26. Sequence to Sequence Model Performance for Education Chatbot
    Journal type: Citation-Indexed - Scopus
27. Enhancements to the Sequence-to-Sequence Based Natural Answer Generation Models
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
28. Normalization-based Neighborhood Model for Cold Start Problem in Recommendation System
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
29. A Partitioning-based Approach for Clustering COVID-19 Drugs and Co-Medication for Safe Use
    Journal type: Citation-Indexed - Scopus
30. Artificial Intelligence Literacy in Malay Language Through a Teaching-Purposed Chatbot
    Journal type: Citation-Indexed - Scopus
31. Latent based temporal optimization approach for improving the performance of collaborative filtering
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
32. SEQ2SEQ++: A Multitasking-Based Seq2seq Model to Generate Meaningful and Relevant Answers
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
33. Multitasking Learning Model Based on Hierarchical Attention Network for Arabic Sentiment Analysis Classification
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
34. Multiobjective Deep Reinforcement Learning for Recommendation Systems
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
35. Multi-Objective Deep Reinforcement Learning for Recommendation Systems,
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
36. A Concentration Prediction-Based Crop Digital Twin Using Nutrient Co-Existence and Composition in Regression Algorithms
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
37. Prediction of Course Grades in Computer Science Higher Education Program Via a Combination of Loss Functions in LSTM Model
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
PUBLICATION
2024
A Concentration Prediction-Based Crop Digital Twin Using Nutrient Co-Existence and Composition in Regression Algorithms
2024
Prediction of Course Grades in Computer Science Higher Education Program Via a Combination of Loss Functions in LSTM Model
2023
Prediction of Course Grades in Computer Science Higher Education Program Via a Combination of Loss Functions in LSTM Model
2022
Multi-Objective Deep Reinforcement Learning for Recommendation Systems,
2022
Multiobjective Deep Reinforcement Learning for Recommendation Systems
2021
Multitasking Learning Model Based on Hierarchical Attention Network for Arabic Sentiment Analysis Classification
2021
SEQ2SEQ++: A Multitasking-Based Seq2seq Model to Generate Meaningful and Relevant Answers
2020
Normalization-based Neighborhood Model for Cold Start Problem in Recommendation System
2020
Latent based temporal optimization approach for improving the performance of collaborative filtering
2020
Enhancements to the Sequence-to-Sequence Based Natural Answer Generation Models
2020
A Partitioning-based Approach for Clustering COVID-19 Drugs and Co-Medication for Safe Use
2019
Open science cyber-infrastructure framework for next generation disaster analytics
2019
Tensorized Neural Network for Multi-Aspect Rating-Based Recommendation
2019
Sequence to Sequence Model Performance for Education Chatbot
2019
Preference learning for eco-friendly hotels recommendation: A multi-criteria collaborative filtering approach
2019
Temporal Trends Analysis for Dengue Outbreak and Network Threats Severity Prediction Accuracy Improvement
2019
Narrow Convolutional Neural Network for Arabic Dialects Polarity Classification
2018
Linguistic-Based SPARQL Translation Model for Semantic Question Answering System
2018
Temporal-Based Approach to Solve Item Decay Problem in Recommendation System
2018
State of the Art on Chatbot Response Generation Models
2018
Embedded Learning For Leveraging Multi-Aspect In Rating Prediction Of Personalized Recommendation
2018
An enhanced feature representation based on linear regression model for stock market prediction
2018
Narrow Convolutional Neural Network for Arabic Dialects Polarity
2017
Empirical Investigation of Feature Sets Effectiveness in Product Review Sentiment Classification
2017
Review Of The Temporal Recommendation System With Matrix Factorization
2017
Integrating Structured and Unstructured Financial Information in a Short-timeline-based Linear Regression Model for Stock Price Prediction
2017
Review on the Advancements of Disambiguation in Semantic Question Answering System
2017
Normalization-based Neighborhood Model for Cold Start Problem in Recommendation System
2017
Stock Market Prediction Using Enhanced Sentiment Analysis Based On Linear Regression (ESA-LR) Model
2016
Temporal-based Approach To Solve Item Decay Problem In Recommendation System
2016
Ontology-based Aspect Extraction for Product Reviews Sentiment Summarization
2016
Linguistic Rule-Based Methods for the Extraction of Medical Summaries to Benefit Patients Progression Tracking
2016
Integrating Structured and Unstructured Financial Information in a Short-timeline-based Linear Regression Model for Stock Price Prediction
2016
Ensemble Divide and Conquer Approach to Solve the Rating Scores? Deviation in Recommendation System
2015
A comparative study of evolving fuzzy grammar and machine learning techniques for text categorization
2015
Linguistic Rule-Based Translation Of Natural LanguageQuestion Into Sparql Query For Effective Semantic Question Answering
2015
Evolving fuzzy grammar for crime texts categorization
2014
Self Adaptive based Model for Ambiguity Resolution of the Linked Data Query for Big Data Analytics
2014
Innovation-enhanced rubrics assessment for final year projects
2014
State of the Art and Future Opportunities of Sentiment Analysis Approaches for Big Data
2013
Process-Oriented Ontology Building Methodology for Solving Unbalanced Competency of the Ontology
2013
Conceptually Related Lexicon Clustering Based On Word Context Association Mining
2013
Natural Language Query Translation for Semantic Search
2013
Modelling Knowledge Summarization By Evolving Fuzzy Grammar
2013
A Review of Natural Language Interfaces for Querying the Semantic Web
2013
Issues and Challenges in Semantic Question Answering through Natural Language Interface
2013
Semantic-Based Medical Records Retrieval Via Medical-Context Aware Query Expansion And Ranking
2012
Evolving Fuzzy Grammar for Crime Texts Categorization
2012
MODELLING KNOWLEDGE SUMMARIZATION BY EVOLVING FUZZY GRAMMAR
2012
Conceptually Related Lexicon Generation Based On Word Context Association Mining
2012
A Comparative Study of Evolving Fuzzy Grammar and Machine Learning Techniques for Text Categorization
2011
IMS: An Improved Medical Retrieval Model via Medical-Context Aware Query Expansion and Comprehensive Ranking
2011
Biomedical Retrieval Model Using Medical Hierarchical Conceptual Ranking
2011
Computational Content Analysis of European Central Bank Statements
2011
Evolving Fuzzy Grammar for Semi-structured Text Representation