When routing meets recommendation: Solving dynamic order recommendations problem in peer-to-peer logistics platforms

• Main Authors: ZHANG, Zhiqin, JOE, Waldy, ER, Yuyang, LAU, Hoong Chuin
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2023
• 主題: Crowdsourced delivery; Data-driven optimization; Recommendations system; Databases and Information Systems; Data Storage Systems
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/8348; https://ink.library.smu.edu.sg/context/sis_research/article/9351/viewcontent/When_Routing_Meets_Recommendation.pdf

Peer-to-Peer (P2P) logistics platforms, unlike traditional last-mile logistics providers, do not have dedicated delivery resources (both vehicles and drivers). Thus, the efficiency of such operating model lies in the successful matching of demand and supply, i.e., how to match the delivery tasks wit...