Back to papers
Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter
Summary: Neural travel-time model aligns each OD query with its historical trajectory in a shared latent space, exploiting road-segment embeddings and time-slot embeddings. A temporal graph captures weekly/daily periodicity; at inference only OD input is needed to generate travel time.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5986
- Venue
- SIGMOD
- Year
- 2020
- Pagerank
- 7.0854131e-05
- Overall Rank
- 3,447 | 76.03%
- DOI
-
10.1145/3318464.3389771
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 14 of 14 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 3,869 |
MagicScaler: Uncertainty-aware, Predictive Autoscaling |
2023 |
VLDB |
6.6802432e-05 |
| 4,113 |
RobustPeriod: Robust Time-Frequency Mining for Multiple Periodicity Detection |
2021 |
SIGMOD |
6.4420064e-05 |
| 6,425 |
A Deep Generative Model for Trajectory Modeling and Utilization |
2023 |
VLDB |
5.0670573e-05 |
| 7,021 |
VRE: A Versatile, Robust, and Economical Trajectory Data System |
2022 |
VLDB |
4.8581131e-05 |
| 8,013 |
Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network |
2024 |
VLDB |
4.6058845e-05 |
| 8,284 |
Origin-Destination Travel Time Oracle for Map-based Services |
2023 |
SIGMOD |
4.5435639e-05 |
| 9,324 |
LightCTS: A Lightweight Framework for Correlated Time Series Forecasting |
2023 |
SIGMOD |
4.3556432e-05 |
| 10,390 |
RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,502 |
RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,867 |
T-Assess: An Efficient Data Quality Assessment System Tailored for Trajectory Data |
2025 |
VLDB |
4.1945683e-05 |
| 10,980 |
BT-Tree: A Reinforcement Learning Based Index for Big Trajectory Data |
2024 |
SIGMOD |
4.1945683e-05 |
| 11,242 |
Effective and Efficient Route Planning Using Historical Trajectories on Road Networks |
2023 |
VLDB |
4.1945683e-05 |
| 11,253 |
Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination |
2023 |
VLDB |
4.1945683e-05 |
| 11,276 |
Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity |
2023 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 4,621 |
Diversified Top-k Route Planning in Road Network |
2022 |
VLDB |
6.0426586e-05 |
| 9,079 |
Path Cost Distribution Estimation Using Trajectory Data |
2017 |
VLDB |
4.400728e-05 |
| 2,388 |
Anytime Stochastic Routing with Hybrid Learning |
2020 |
VLDB |
8.9132902e-05 |
| 10,390 |
RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning |
2025 |
SIGMOD |
4.1945683e-05 |
| 4,206 |
Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting |
2022 |
VLDB |
6.3595566e-05 |
| 6,425 |
A Deep Generative Model for Trajectory Modeling and Utilization |
2023 |
VLDB |
5.0670573e-05 |
| 7,625 |
Multi-Modal Transportation Recommendation with Unified Route Representation Learning |
2021 |
VLDB |
4.6931334e-05 |
| 8,284 |
Origin-Destination Travel Time Oracle for Map-based Services |
2023 |
SIGMOD |
4.5435639e-05 |
| 11,242 |
Effective and Efficient Route Planning Using Historical Trajectories on Road Networks |
2023 |
VLDB |
4.1945683e-05 |
| 11,276 |
Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity |
2023 |
VLDB |
4.1945683e-05 |