Fed-LTD: Towards cross-platform ride hailing via federated learning to dispatch
Learning based order dispatching has witnessed tremendous success in ride hailing. However, the success halts within individual ride hailing platforms because sharing raw order dispatching data across platforms may leak user privacy and business secrets. Such data isolation not only impairs user exp...
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| Main Authors: | , , , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2022
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/7255 https://ink.library.smu.edu.sg/context/sis_research/article/8258/viewcontent/kdd22_wang.pdf |
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| Institution: | Singapore Management University |
| Language: | English |