A
PROFILE
UPM's Staff Profile
PROF. MADYA DR. CHOO WEI CHONG
ASSOCIATE PROFESSOR
wcchoo@upm.edu.my
UPM WEBSITE
PROFILE
wcchoo
BM
EN

PROFESSIONAL

NAME :
(Prof. Madya Dr.) CHOO WEI CHONG
POST :
ASSOCIATE PROFESSOR
ENTITY :

FIELD OF SUPERVISION
MANAGEMENT / APPLIED AND COMPUTATIONAL STATISTICS / BUSINESS ECONOMICS / COMPUTATIONAL OPERATIONS RESEARCH / DATA SCIENCE
EDUCATION
PHD
UNIVERSITY OF OXFORD, ENGLAND, UNITED KINGDOM
Graduated : 2008
MASTER SAINS
UNIVERSITI PUTRA MALAYSIA, SERDANG, SELANGOR
Graduated : 1998
POST DOCTORAL
UNIVERSITY OF OXFORD
Graduated : 2011
BACELOR SAINS (KEPUJIAN)
UNIVERSITI PERTANIAN MALAYSIA, SERDANG, SELANGOR
Graduated : 1995
BOOK PUBLICATION
JOURNAL PUBLICATION
1. A comparative study on the forecast of Labour Turnover Rate
    Journal type: Citation-Indexed - Scopus
2. Performance of GARCH Models in Forecasting Stock Market Volatility
    Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
3. The Persistency Of International Diversification Benefits: The Role Of The Asymmetry Volatility Model
    Journal type: Citation-Indexed - Scopus
4. Forecasting Monthly Data Using Total and Split Exponential Smoothing
    Journal type: Citation-Indexed - Scopus
5. Forecasting Movie Demand Using Total and Split Exponential Smoothing (Ramalan Permintaan Filem Menggunakan Kaedah Exponential Smoothing)
    Journal type: Citation-Indexed - Scopus
6. Does Biodiversity Attract The Number of Tourist Arrivals? A Cross-Country Analysis
    Journal type: Citation-Indexed - Scopus
7. The Number of Tourist Arrivals, Governance and Their Impact on Threatened Bird Species: Worldwide Evidence
    Journal type: Non Citation-Indexed
8. SUSTAINABLE TOURISM, DEFORESTATION AND GROWTH: A CASE FOR MALAYSIA
    Journal type: Citation-Indexed - Scopus
9. Atomic-Scale Mechanisms of Annealing Induced Strengthening in FeNiCrCuAl High Entropy Alloy: A Molecular Dynamics Study
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
10. The Response of the Stock Market to the Announcement of Global Pandemic
    Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
11. Exploring Sources of Satisfaction and Dissatisfaction in Airbnb Accommodation Using Unsupervised and Supervised Topic Modeling
    Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
12. An empirical study on the role of trading volume and data frequency in volatility forecasting
    Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
13. The role of high-frequency data in volatility forecasting: evidence from the China stock market
    Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
14. A Study on Regional GDP Forecasting Analysis Based on Radial Basis Function Neural Network with Genetic Algorithm (RBFNN-GA) for Shandong Economy
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
15. Forecasting Road Traffic Fatalities in Malaysia Using Seasonal Autoregressive Integrated Moving Average (SARIMA) Model
    Journal type: Citation-Indexed - Scopus
16. Supremacy of Realized Variance MIDAS Regression in Volatility Forecasting of Mutual Funds: Empirical Evidence From Malaysia
    Journal type: Other Abstracting / Indexing Bodies
17. Exploring changes in guest preferences for Airbnb accommodation with different levels of sharing and prices: Using structural topic model
    Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
18. Single or Combine? Tourism Demand Volatility Forecasting with Exponential Weighting and Smooth Transition Combining Methods
    Journal type: Citation-Indexed - Scopus
19. Go Wild for a While? A Bibliometric Analysis of Two Themes in Tourism Demand Forecasting from 1980 to 2021: Current Status and Development
    Journal type: Citation-Indexed - Scopus
20. Effects of Multiple Financial News Shocks on Tourism Demand Volatility Modelling and Forecasting
    Journal type: Citation-Indexed - Scopus
21. Forecasting the high-frequency exchange rate volatility with smooth transition exponential smoothing
    Journal type: Citation-Indexed - Scopus
22. The evolution of Airbnb research: A systematic literature review using structural topic modeling
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
23. Analysis on the production technology innovation and management path of industrial enterprises under the trend of Industry 4.0
    Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
24. A scientometrics review on combining forecasts in financial markets
    Journal type: Non Citation-Indexed
25. Trading volume and realized volatility forecasting: Evidence from the China stock market
    Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
26. Nexus between Family Capital and Corporate Reputation through Learning and Corporate Governance
    Journal type: Citation-Indexed Journal - ERA
27. Strategic Planning and Family Business Sustainability: The Moderating Role of Advisory Role
    Journal type: Citation-Indexed Journal - ERA
28. E-Commerce Information System Management Based on Data Mining and Neural Network Algorithms
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
29. Recommend or not: A comparative analysis of customer reviews to uncover factors influencing explicit online recommendation behavior in peer-to-peer accommodation
    Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
30. Contemporary Event Study Test: Event-Induced Variance and Cross Correlation Among Abnormal Returns in Dividend
    Journal type: Citation-Indexed - Scopus
31. What does the past mean for the future? A meta-analysis of perceived organizational support in hospitality and tourism
    Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
32. A Bibliometric Analysis on Sustainable Investment in Financial Markets
    Journal type: Citation-Indexed - Scopus
33. Assessing the market value effects of intellectual capital disclosure: insights from New Zealand
    Journal type: Citation-Indexed - Scopus
34. Enhancing stock volatility prediction with the AO-GARCH-MIDAS model
    Journal type: Citation-Indexed - Scopus
35. Data-driven View of Customer Psychological Anxiety Attributes for Cooperate Social Responsibility in Supply Chain Management: a LDA Model
    Journal type: Citation-Indexed - Scopus
36. Integrating High-Frequency Data In Volatility Prediction: A DCC-GARCH-MIDAS Approach
    Journal type: Citation-Indexed - Scopus
37. The role of implied volatility in volatility combining forecasts
    Journal type: Citation-Indexed - Scopus
38. Review and bibliometric analysis of AI-driven advancements in healthcare
    Journal type: Citation-Indexed - Scopus
39. Decoding Sustainability Reporting: Insights from Text Mining and Classification Models for SDGs
    Journal type: Citation-Indexed - Scopus
40. Research On The Time-Varying Relationship Between Macroeconomic Variables And The Stock Market Volatility Based On TVP-VAR Model
    Journal type: Citation-Indexed Journal - ESCI
41. Evolution of AI enabled healthcare systems using textual data with a pretrained BERT deep learning model
    Journal type: Citation-Indexed Journal - Science Citation Index (JCR)
42. Predicting purchase intentions in online food delivery using deep learning and AIDA model: Insights from sentiment analysis of user reviews
    Journal type: Citation-Indexed Journal - ESCI
43. Value-at-risk forecasting-based on textual information and a hybrid deep learning-based approach
    Journal type: Citation-Indexed Journal - Social Science Citation Index (JCR)
PUBLICATION
2025
Integrating High-Frequency Data In Volatility Prediction: A DCC-GARCH-MIDAS Approach
2025
Evolution of AI enabled healthcare systems using textual data with a pretrained BERT deep learning model
2025
Combining deep learning with econometric models: volatility forecasting using the KAN-GARCH-MIDAS framework
2025
Value-at-risk forecasting-based on textual information and a hybrid deep learning-based approach
2024
Assessing the market value effects of intellectual capital disclosure: insights from New Zealand
2024
Review and bibliometric analysis of AI-driven advancements in healthcare
2024
The role of implied volatility in volatility combining forecasts
2024
A Bibliometric Analysis on Sustainable Investment in Financial Markets
2024
What does the past mean for the future? A meta-analysis of perceived organizational support in hospitality and tourism
2024
A meta-analysis of antecedents and outcomes of psychological capital in hospitality and tourism
2024
Decoding Sustainability Reporting: Insights from Text Mining and Classification Models for SDGs
2024
Recommend or not: A comparative analysis of customer reviews to uncover factors influencing explicit online recommendation behavior in peer-to-peer accommodation
2024
Data-driven View of Customer Psychological Anxiety Attributes for Cooperate Social Responsibility in Supply Chain Management: a LDA Model
2024
Enhancing stock volatility prediction with the AO-GARCH-MIDAS model
2023
Nexus between Family Capital and Corporate Reputation through Learning and Corporate Governance
2023
Strategic Planning and Family Business Sustainability: The Moderating Role of Advisory Role
2023
Analysis on the production technology innovation and management path of industrial enterprises under the trend of Industry 4.0
2023
Trading volume and realized volatility forecasting: Evidence from the China stock market
2023
A comparative study of interval forecasting using GARCH models under symmetric and asymmetric distributional assumptions
2023
Does the optimal model always perform the best? A combined approach for interval forecasting
2023
Exploring changes in guest preferences for Airbnb accommodation with different levels of sharing and prices: Using structural topic model
2023
The evolution of Airbnb research: A systematic literature review using structural topic modeling
2022
E-Commerce Information System Management Based on Data Mining and Neural Network Algorithms
2022
Supremacy of Realized Variance MIDAS Regression in Volatility Forecasting of Mutual Funds: Empirical Evidence From Malaysia
2022
Go Wild for a While? A Bibliometric Analysis of Two Themes in Tourism Demand Forecasting from 1980 to 2021: Current Status and Development
2022
Effects of Multiple Financial News Shocks on Tourism Demand Volatility Modelling and Forecasting
2022
A Study on Regional GDP Forecasting Analysis Based on Radial Basis Function Neural Network with Genetic Algorithm (RBFNN-GA) for Shandong Economy
2022
Forecasting Road Traffic Fatalities in Malaysia Using Seasonal Autoregressive Integrated Moving Average (SARIMA) Model
2022
Forecasting the high-frequency exchange rate volatility with smooth transition exponential smoothing
2022
Single or Combine? Tourism Demand Volatility Forecasting with Exponential Weighting and Smooth Transition Combining Methods
2021
Exploring Sources of Satisfaction and Dissatisfaction in Airbnb Accommodation Using Unsupervised and Supervised Topic Modeling
2021
The role of high-frequency data in volatility forecasting: evidence from the China stock market
2020
An empirical study on the role of trading volume and data frequency in volatility forecasting
2020
Green Human Resource Management (GHRM) Practices and Millennial Employees’ Turnover Intentions in Tourism Industry in Malaysia: Moderating Role of Work Environment
2020
The Response of the Stock Market to the Announcement of Global Pandemic
2020
Further empirical evidence on the forecasting of volatility with smooth transition exponential smoothing
2020
Employing structural topic modelling to explore perceived service quality attributes in Airbnb accommodation
2019
Does Biodiversity Attract The Number of Tourist Arrivals? A Cross-Country Analysis
2019
SUSTAINABLE TOURISM, DEFORESTATION AND GROWTH: A CASE FOR MALAYSIA
2018
Forecasting Movie Demand Using Total and Split Exponential Smoothing (Ramalan Permintaan Filem Menggunakan Kaedah Exponential Smoothing)
2018
Contemporary Event Study Test: Event-Induced Variance and Cross Correlation Among Abnormal Returns in Dividend
2018
Volatility Forecasting of Real Estate Stock in Malaysia with Smooth Transition Exponential Smoothing
2018
Forecasting Monthly Data Using Total and Split Exponential Smoothing
2016
A comparative study on the forecast of Labour Turnover Rate
2014
The Persistency Of International Diversification Benefits: The Role Of The Asymmetry Volatility Model
1999
Performance of GARCH Models in Forecasting Stock Market Volatility