Demand-Aware Route Planning for Shared Mobility Services
Summary: Demand-Aware Route Planning for Shared Mobility (DARP) uses demand forecasts to optimize insertion-based routing. NP-hard; no constant-competitive algorithm unless P=NP; offers an approximation insertion method and a prediction-based solution, validated on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jiachuan Wang (Hong Kong University of Science and Technology)
- 2. Peng Cheng (East China Normal University)
- 3. Libin Zheng (Hong Kong University of Science and Technology)
- 4. Chao Feng (DiDi Chuxing)
- 5. Lei Chen (Hong Kong University of Science and Technology)
- 6. Xuemin Lin (East China Normal University; University of New South Wales)
- 7. Zheng Wang (DiDi Chuxing)
BibTeX Citation
@article{wang_vldb20,
title = {{Demand-Aware Route Planning for Shared Mobility Services}},
author = {Wang, Jiachuan and Cheng, Peng and Zheng, Libin and Feng, Chao and Chen, Lei and Lin, Xuemin and Wang, Zheng},
journal = {PVLDB},
series = {{VLDB} '20},
volume = {13},
number = {7},
pages = {979--991},
doi = {10.14778/3384345.3384348},
url = {https://doi.org/10.14778/3384345.3384348},
year = {2020}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,372 | Public Transport Planning: When Transit Network Connectivity Meets Commuting Demand | 2021 | SIGMOD | 5.6312975e-05 |
| 11,456 | Efficient Non-Learning Similar Subtrajectory Search | 2023 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,035 | Large Scale Real-time Ridesharing with Service Guarantee on Road Networks | 2014 | VLDB | 0.00012505885 |
| 2,945 | A Unified Approach to Route Planning for Shared Mobility | 2018 | VLDB | 7.9331237e-05 |
| 3,084 | Order Dispatch in Price-aware Ridesharing | 2018 | VLDB | 7.7713936e-05 |
| 6,302 | Last-Mile Delivery Made Practical: An Efficient Route Planning Framework with Theoretical Guarantees | 2020 | VLDB | 5.9213518e-05 |
| 6,829 | Utility-Aware Ridesharing on Road Networks | 2017 | SIGMOD | 5.7600666e-05 |
| 11,998 | Flexible Online Task Assignment in Real-Time Spatial Data | 2017 | VLDB | 5.093636e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 11,611 | Online Ridesharing with Meeting Points | 2022 | VLDB |
| 2 | 6,302 | Last-Mile Delivery Made Practical: An Efficient Route Planning Framework with Theoretical Guarantees | 2020 | VLDB |
| 3 | 1,035 | Large Scale Real-time Ridesharing with Service Guarantee on Road Networks | 2014 | VLDB |
| 4 | 11,442 | Effective and Efficient Route Planning Using Historical Trajectories on Road Networks | 2023 | VLDB |
| 5 | 7,084 | The Simpler The Better: An Indexing Approach for Shared-Route Planning Queries | 2020 | VLDB |
| 6 | 3,084 | Order Dispatch in Price-aware Ridesharing | 2018 | VLDB |
| 7 | 11,429 | A Hierarchical Grouping Algorithm for the Multi-Vehicle Dial-a-Ride Problem | 2023 | VLDB |
| 8 | 6,829 | Utility-Aware Ridesharing on Road Networks | 2017 | SIGMOD |
| 9 | 9,814 | Real-time Insertion Operator for Shared Mobility on Time-Dependent Road Networks | 2024 | VLDB |
| 10 | 2,945 | A Unified Approach to Route Planning for Shared Mobility | 2018 | VLDB |