Opponent-aware Order Pricing towards Hub-oriented Mobility Services

Abstract

This paper focuses on a new scenario of hub-oriented mobility service, proposing a novel pricing framework that is aware of competitor behaviors. The framework demonstrates remarkable performance in improving platform revenue and operational efficiency.

Key Contributions

• Introduced a opponent-aware pricing model for hub-oriented mobility services
• Developed a comprehensive framework that considers competitive dynamics in pricing decisions
• Demonstrated significant improvements in platform revenue and service efficiency through extensive experiments

Publication Details

• Conference: 39th IEEE International Conference on Data Engineering (ICDE 2023)
• Ranking: CCF-A, Core A*
• Pages: 1874-1886
• DOI: 10.1109/ICDE55515.2023.00146
• DBLP: Link

Authors

Zuohan Wu, Libin Zheng, Chen Jason Zhang, Huaijie Zhu, Jian Yin, Di Jiang

Presentation

An oral presentation was given at ICDE 2023 in Anaheim, California, USA in April 2023.

BibTeX

@inproceedings{DBLP:conf/icde/WuZZZ0J23,
  author       = {Zuohan Wu and
                  Libin Zheng and
                  Chen Jason Zhang and
                  Huaijie Zhu and
                  Jian Yin and
                  Di Jiang},
  title        = {Opponent-aware Order Pricing towards Hub-oriented Mobility Services},
  booktitle    = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
                  Anaheim, CA, USA, April 3-7, 2023},
  pages        = {1874--1886},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDE55515.2023.00146},
  doi          = {10.1109/ICDE55515.2023.00146}
}