Two-stage greedy algorithm based on crowd sensing for tour route recommendation

X Zheng, H You, H Huang, L Sun, Q Yu, Y Luo - Applied Soft Computing, 2024 - Elsevier
Currently, the demand for tourism is increasing, but traditional tour group routes have been
unable to meet individual needs. This paper proposes a novel personalized …

Personalized Location-Preference Learning for Federated Task Assignment in Spatial Crowdsourcing

X Zhong, H Miao, D Qiu, Y Zhao, K Zheng - Proceedings of the 32nd …, 2023 - dl.acm.org
With the proliferation of wireless and mobile devices, Spatial Crowdsourcing (SC) attracts
increasing attention, where task assignment plays a critically important role. However, recent …

A greedy approach for increased vehicle utilization in ridesharing platforms

AA Makhdomi, IA Gillani - Expert Systems with Applications, 2024 - Elsevier
Ridesharing platforms provide an eco-friendly transportation system by enabling multiple
passengers to share a single vehicle. However, the existing approaches, in this direction do …

Real-Time Insertion Operator for Shared Mobility on Time-Dependent Road Networks

Z Gong, Y Zeng, L Chen - Proceedings of the VLDB Endowment, 2024 - dl.acm.org
One of the most important challenges in shared mobility services (eg, ride-sharing and
parcel delivery) is planning routes for workers by considering real road conditions. To tackle …

[PDF][PDF] Towards efficient ridesharing via order-vehicle pre-matching using attention mechanism

Z Liu, JL Lin, Z Xia, C Chen, K Wu - IEEE ICDM, 2024 - liuzhidan.github.io
Dynamic ridesharing has garnered significant attention in recent years due to its numerous
benefits. Existing ridesharing algorithms often employ a “filter-and-refine” framework, where …

Longer Pick-Up for Less Pay: Towards Discount-Based Mobility Services

W Xie, Z Chen, CJ Zhang, L Zheng… - … on Knowledge and …, 2024 - ieeexplore.ieee.org
With the rapid development of mobile Internet technology, on-demand car-hailing services
have become essential for people's daily commuting. Order dispatch is a critical problem in …

Joint Order Dispatching and Vehicle Repositioning for Dynamic Ridesharing

Z Liu, G Ouyang, B Zhang, B Du… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Dynamic ridesharing has gained significant attention in recent years. However, existing
ridesharing studies often focus on optimizing order dispatching and vehicle repositioning …

Cross Online Assignment of Hybrid Task in Spatial Crowdsourcing

Z Liu, G Xiao, X Zhou, Y Qin, Y Gao… - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
Task assignment is a fundamental problem in spatial crowdsourcing. In many spatial
crowdsourcing platforms, such as Didi, AMAP, and Uber, there are hybrid tasks, including …

Snapshot-Optimal Real-Time Ride Sharing

A Hassan, M Wallace, I Moser, DD Harabor - Information, 2024 - mdpi.com
Ridesharing effectively tackles urban mobility challenges by providing a service comparable
to private vehicles while minimising resource usage. Our research primarily concentrates on …

Wait to be Faster: a Smart Pooling Framework for Dynamic Ridesharing

X Zhong, J Jin, P Cheng, W Ni, L Zheng… - arXiv preprint arXiv …, 2024 - arxiv.org
Ridesharing services, such as Uber or Didi, have attracted considerable attention in recent
years due to their positive impact on environmental protection and the economy. Existing …