Lai Soon Lee
Biographic Data
| ID | 6305516 |
|---|---|
| NAME | Lai Soon Lee |
| GIVEN NAMES | Lai Soon |
| FAMILY NAME | Lee |
| SIGNATURE | LEE L S |
| AFFILIATIONS | Universiti Putra Malaysia |
| ORCID | 0000-0002-6270-1414 |
| VERIFIED | Yes |
| TOTAL WORKS | 2 |
| TOTAL CITATIONS | 4 |
| WORKS AS AUTHOR | 2 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2013 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
Man vs machine
This study proposes a machine learning (ML) framework enhanced with an active learning (AL) algorithm to replicate the decision-making processes of experienced revenue managers and improve hotel price forecasting. Using real sales data from a five-star hotel in Malaysia, four ML models are integrated with AL to enhance pricing accuracy. Model performance is assessed through revenue validation and feasibility analysis. To interpret model predictio…
The efficiency of the hotel industry in Singapore
The efficiency of the hotel industry in Singapore
Man vs machine
This study proposes a machine learning (ML) framework enhanced with an active learning (AL) algorithm to replicate the decision-making processes of experienced revenue managers and improve hotel price forecasting. Using real sales data from a five-star hotel in Malaysia, four ML models are integrated with AL to enhance pricing accuracy. Model performance is assessed through revenue validation and feasibility analysis. To interpret model predictio…
Active learning (machine learning) (1 work) · Advanced Bandit Algorithms Research (1 work) · Agricultural and Rural Development Research (1 work) · Business (1 work) · Computer Science (1 work) · Customer churn and segmentation (1 work) · Data envelopment analysis (1 work) · Data mining (1 work) · Digital Marketing and Social Media (1 work) · Econometrics (1 work)