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An important aspect of hospital operations in Singapore is the effective scheduling of nurses in various wards, which is vital for the hospitals’ patients to receive timely care from the nurses with the necessary skill sets. The objective is to balance operational costs and safe patient care needs while maximizing the degree to which nurses’ request are met.
However, the scheduling of the nurses’ roster is very time-consuming and challenging due to the need to balance the intensive demands of healthcare and the well-being of nurses. In addition, due to the dynamic nature of the workload and unforeseen circumstances, rescheduling is also very common.
Our project focuses on taking the chore out of the painstaking process of scheduling with the objective of reducing the time taken to achieve the best possible schedule in a highly repeatable manner.
Our team: ai.Orz: comprising of 6 members: Dai Yirui, Dong Meirong, Gu Lijian, Guo Feng, Wong Yoke Keong, Zhang Le are from different areas including financial services, healthcare, cloud, software engineering. We hope to deliver a widely used platform which can bring core-value to hospitals, helping hospitals to do digital transformation, improve efficiencies, lower operational costs and integrate solution with enterprises' existing systems.
| Official Full Name | Student ID (MTech Applicable) | Work Items (Who Did What) | Email (Optional) |
|---|---|---|---|
| Dai Yirui | Project idea generation, implement and review business rules, test scenario preparation and writing, testing execution | ||
| Dong Meirong | Project idea generation, UI Design and Webapp implementation and unit testing, SME interview and Project Report Writing | ||
| Gu Lijian | Project idea generation, implement and review business rules, demonstration execution, future enhancement prototyping, testing execution. | ||
| Guo Feng | Project idea generation, implement and review business rules, Optaplanner REST Service implementation and unit testing, user guide writing | ||
| Wong Yoke Keong | Project idea generation, implement and review business rules, project report writing and slides creation, user guide writing, testing execution. | ||
| Zhang Le | Background research, project idea generation, implement and review business rules, future enhancement protptyping, testing execution. |
Please refer to the User Guide below for detailed instructions.
User Guide Download Link : https://github.com/guofeng201507/IRS-RS-2019-03-09-IS1PT-GRP-ai.Orz-NurseRostering/blob/master/UserGuide/NUS%20ISS%20Reasoning%20Systems%20Group%20Project%20(Spring%20Boot)%20User%20Guide.pdf
Please download the project report from the link below.
Final Report Download Link : https://github.com/guofeng201507/IRS-RS-2019-03-09-IS1PT-GRP-ai.Orz-NurseRostering/blob/master/ProjectReport/NUS%20ISS%20Reasoning%20System%20Group%20Project%20Final%20Report.pdf
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