Personalized Route Recommendation With Neural Network Enhanced Search Algorithm

In this work, we study an important task in location-based services, namely Personalized Route Recommendation (PRR) . Given a road network, the PRR task aims to generate user-specific route suggestions for replying to users' route queries. A classic approach is to adapt search algorithms to con...

Full description

Saved in:
Bibliographic Details
Published in:IEEE transactions on knowledge and data engineering 2022-12, Vol.34 (12), p.5910-5924
Main Authors: Wang, Jingyuan, Wu, Ning, Zhao, Wayne Xin
Format: Article
Language:English
Subjects:
<named-content xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" content-type="math" xlink:type="simple"> <inline-formula> <tex-math notation="LaTeX"> A^\star</tex-math> <mml:math> <mml:msup> <mml:mi>A</mml:mi> <mml:mi>★</mml:mi> </mml:msup> </mml:math> <inline-graphic xlink:href="wang-ieq5-3068479.gif" xlink:type="simple"/> </inline-formula> </named-content> search
Algorithms
attention
Context
Cost function
Customization
Deep learning
graph neural networks
Heuristic
Heuristic algorithms
Location based services
Neural networks
Recurrent neural networks
Roads
Route recommendation
Search algorithms
Task analysis
Trajectory
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!