A Service-Oriented Resource Sharing Strategy for Logistics Training Bases
Yi Wei & Moran Li
What the paper says
Amid the logistics industry's digital transformation, vocational logistics training bases face “high investment but low utilization” and inefficient resource sharing services. This study proposes a service-centric solution integrated with information systems, featuring cloud-edge-end architecture and digital twin technology for real-time resource perception, standardized data fusion, and “virtual-real complementary” teaching services. It adopts multi-objective programming for dynamic resource scheduling and a Six Sigma-based closed-loop service system—including DMAIC-model quality monitoring and a contribution-driven incentive mechanism. Empirical analysis of 500 equipment sharing records shows the solution reduces critical service defects by over 65%, boosts resource turnover rate to 34.2%, and elevates user satisfaction to 4.7/5. This research achieves Pareto improvement of regional logistics training resources and provides a feasible reference for information system application in the vocational education service sector.
Evidence weight
Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40
| F · citation impact | 0.50 × 0.4 = 0.20 |
| M · momentum | 0.50 × 0.15 = 0.07 |
| V · venue signal | 0.50 × 0.05 = 0.03 |
| R · text relevance † | 0.50 × 0.4 = 0.20 |
† Text relevance is estimated at 0.50 on the detail page — for your query’s actual relevance score, open this paper from a search result.