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A survey of route recommendations: Methods, applications, and opportunities
Nowadays, with advanced information technologies deployed citywide, large data volumes
and powerful computational resources are intelligentizing modern city development. As an …
and powerful computational resources are intelligentizing modern city development. As an …
Collective travel planning in spatial networks
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 …
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
Ridesharing services have gained global popularity as a convenient, economic, and
sustainable transportation mode in recent years. One fundamental challenge in these …
sustainable transportation mode in recent years. One fundamental challenge in these …
Finding top-k optimal sequenced routes
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 …
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
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 …
Accurate prediction of future crime occurrences along with the reason behind a prediction …
Route search and planning: A survey
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 …
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
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 …
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
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 …
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
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 …
cities, searches for a minimum-distance route passing through several POIs in a specific …
Ig-tree: an efficient spatial keyword index for planning best path queries on road networks
Due to the popularity of Spatial Databases, many search engine providers have started to
expand their text searching capability to include geographical information. Because of this …
expand their text searching capability to include geographical information. Because of this …