A survey of route recommendations: Methods, applications, and opportunities

S Zhang, Z Luo, L Yang, F Teng, T Li - Information Fusion, 2024 - Elsevier
Nowadays, with advanced information technologies deployed citywide, large data volumes
and powerful computational resources are intelligentizing modern city development. As an …

Collective travel planning in spatial networks

S Shang, L Chen, Z Wei, CS Jensen… - … on Knowledge and …, 2015 - ieeexplore.ieee.org
Travel planning and recommendation are important aspects of transportation. We propose
and investigate a novel Collective Travel Planning (CTP) query that finds the lowest-cost …

The simpler the better: An indexing approach for shared-route planning queries

Y Zeng, Y Tong, Y Song, L Chen - Proceedings of the VLDB Endowment, 2020 - dl.acm.org
Ridesharing services have gained global popularity as a convenient, economic, and
sustainable transportation mode in recent years. One fundamental challenge in these …

Finding top-k optimal sequenced routes

H Liu, C **, B Yang, A Zhou - 2018 IEEE 34th international …, 2018 - ieeexplore.ieee.org
Motivated by many practical applications in logistics and mobility-as-a-service, we study the
top-k optimal sequenced routes (KOSR) querying on large, general graphs where the edge …

Aist: An interpretable attention-based deep learning model for crime prediction

Y Rayhan, T Hashem - ACM Transactions on Spatial Algorithms and …, 2023 - dl.acm.org
Accuracy and interpretability are two essential properties for a crime prediction model.
Accurate prediction of future crime occurrences along with the reason behind a prediction …

Route search and planning: A survey

K Li, X Rao, XB Pang, L Chen, S Fan - Big data research, 2021 - Elsevier
Route search and planning have been playing an important role in spatial data
management and location-based social services. In this light, we conduct a survey on …

On workflow aware location-based service composition for personal trip planning

J Xu, J Chen, R Zhou, J Fang, C Liu - Future generation computer systems, 2019 - Elsevier
Trip planning is one of the most important techniques in supporting digital map services. It
aims to find a set of location based services (LBSs) that can cover all user intended activities …

Efficient computation of trips with friends and families

T Hashem, S Barua, ME Ali, L Kulik… - Proceedings of the 24th …, 2015 - dl.acm.org
A group of friends located at their working places may want to plan a trip to visit a shop**
center, have dinner at a restaurant, watch a movie at a theater, and then finally return to their …

Top k Optimal Sequenced Route Query with POI Preferences

H Zhu, W Li, W Liu, J Yin, J Xu - Data Science and Engineering, 2022 - Springer
The optimal sequenced route (OSR) query, as a popular problem in route planning for smart
cities, searches for a minimum-distance route passing through several POIs in a specific …