Doing in one go: delivery time inference based on couriers' trajectories

S Ruan, Z Xiong, C Long, Y Chen, J Bao, T He… - Proceedings of the 26th …, 2020 - dl.acm.org
The rapid development of e-commerce requires efficient and reliable logistics services.
Nowadays, couriers are still the main solution to address the" last mile" problem in logistics …

Filling delivery time automatically based on couriers' trajectories

S Ruan, X Fu, C Long, Z Xiong, J Bao… - … on Knowledge and …, 2021 - ieeexplore.ieee.org
Nowadays, couriers are still the main solution to address the “last mile” problem in logistics.
They are usually required to record the delivery time of each parcel manually, which is …

Lade: The first comprehensive last-mile delivery dataset from industry

L Wu, H Wen, H Hu, X Mao, Y Xia, E Shan… - arXiv preprint arXiv …, 2023 - arxiv.org
Real-world last-mile delivery datasets are crucial for research in logistics, supply chain
management, and spatio-temporal data mining. Despite a plethora of algorithms developed …

Learning to estimate the travel time

Z Wang, K Fu, J Ye - Proceedings of the 24th ACM SIGKDD international …, 2018 - dl.acm.org
Vehicle travel time estimation or estimated time of arrival (ETA) is one of the most important
location-based services (LBS). It is becoming increasingly important and has been widely …

Enough waiting for the couriers: Learning to estimate package pick-up arrival time from couriers' spatial-temporal behaviors

H Wen, Y Lin, F Wu, H Wan, Z Sun, T Cai… - ACM Transactions on …, 2023 - dl.acm.org
In intelligent logistics systems, predicting the Estimated Time of Pick-up Arrival (ETPA) of
packages is a crucial task, which aims to predict the courier's arrival time to all the unpicked …

Route prediction for instant delivery

Y Zhang, Y Liu, G Li, Y Ding, N Chen, H Zhang… - Proceedings of the …, 2019 - dl.acm.org
Instant delivery has drawn much attention recently, as it greatly facilitates people's daily
lives. Unlike postal services, instant delivery imposes a strict deadline on couriers after a …

On-time last-mile delivery: Order assignment with travel-time predictors

S Liu, L He, ZJ Max Shen - Management Science, 2021 - pubsonline.informs.org
We study how delivery data can be applied to improve the on-time performance of last-mile
delivery services. Motivated by the delivery operations and data of a food delivery service …

[PDF][PDF] Data-driven order assignment for last mile delivery

S Liu, L He, ZJM Shen - SSRN Electronic Journal, 2018 - www-2.rotman.utoronto.ca
We study how delivery data can be applied to improve on-time performance in last mile
delivery service. Motivated by a food delivery service provider, we discuss a data-driven …

Boosting algorithms for delivery time prediction in transportation logistics

J Khiari, C Olaverri-Monreal - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Travel time is a crucial measure in transportation. Accurate travel time prediction is also
fundamental for operation and advanced information systems. A variety of solutions exist for …

Efficient parcel delivery by predicting customers' locations

S Praet, D Martens - Decision Sciences, 2020 - Wiley Online Library
An important aspect of the growing e‐commerce sector involves the delivery of tangible
goods to the end customer, the so‐called last mile. This final stage of the logistics chain …