Ridesharing: Simulator, Benchmark, and Evaluation
Summary: Ridesharing simulator and benchmark suite for cross-study evaluation of online matching algorithms. Benchmarks cover road networks, fleet sizes, and demand scales; fast heuristics often beat complex methods on speed, guiding future data-management research. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. James J. Pan (Tsinghua University)
- 2. Guoliang Li (Tsinghua University)
- 3. Juntao Hu (Beihang University)
BibTeX Citation
@article{pan_vldb19,
title = {{Ridesharing: Simulator, Benchmark, and Evaluation}},
author = {Pan, James J. and Li, Guoliang and Hu, Juntao},
journal = {PVLDB},
series = {{VLDB} '19},
volume = {12},
number = {10},
pages = {1085--1098},
doi = {10.14778/3339490.3339493},
url = {https://doi.org/10.14778/3339490.3339493},
year = {2019}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,963 | Evaluating Ridesharing Algorithms using the Jargo Real-Time Stochastic Simulator | 2020 | VLDB | 5.7303405e-05 |
| 7,084 | The Simpler The Better: An Indexing Approach for Shared-Route Planning Queries | 2020 | VLDB | 5.7074102e-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 |
| 6,829 | Utility-Aware Ridesharing on Road Networks | 2017 | SIGMOD | 5.7600666e-05 |
| 7,417 | An Experimental Evaluation of Task Assignment in Spatial Crowdsourcing | 2018 | VLDB | 5.6236299e-05 |
| 8,369 | PTRider: A Price-and-Time-Aware Ridesharing System | 2018 | VLDB | 5.4417143e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 11,611 | Online Ridesharing with Meeting Points | 2022 | VLDB |
| 2 | 13,452 | A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-Hailing | 2021 | VLDB |
| 3 | 8,369 | PTRider: A Price-and-Time-Aware Ridesharing System | 2018 | VLDB |
| 4 | 9,814 | Real-time Insertion Operator for Shared Mobility on Time-Dependent Road Networks | 2024 | VLDB |
| 5 | 11,429 | A Hierarchical Grouping Algorithm for the Multi-Vehicle Dial-a-Ride Problem | 2023 | VLDB |
| 6 | 3,084 | Order Dispatch in Price-aware Ridesharing | 2018 | VLDB |
| 7 | 6,829 | Utility-Aware Ridesharing on Road Networks | 2017 | SIGMOD |
| 8 | 7,084 | The Simpler The Better: An Indexing Approach for Shared-Route Planning Queries | 2020 | VLDB |
| 9 | 1,035 | Large Scale Real-time Ridesharing with Service Guarantee on Road Networks | 2014 | VLDB |
| 10 | 6,963 | Evaluating Ridesharing Algorithms using the Jargo Real-Time Stochastic Simulator | 2020 | VLDB |