Add to ORKGOur route choices depend on our own mental map of the city. This assumption, brought from the areas of spatial cognition and cognitive mapping, establishes a distorted graph as the cognitive model that represents our trips. The task of trajectory prediction consists of determining, when a driver is making a trip, which path will be chosen. Our approach consists of transforming the map according to perceived preferences of the driver and then applying a classical route planning algorithm to determine the route. In this paper, we study the process of map distortion according to different parameters and in different contexts. We use GPS logs obtained from volunteers to analyze these effects in the accuracy of trajectory prediction in a real wo...
In the development of navigation behavior, one important step is the transition from routes to maps....
Recent years have witnessed a steep increase in the collection of movement data through GPS trajecto...
The development of sensors such as GPS trackers that capture movement data in realtime and at detai...
The authors present an examination of the relationship between cognitive maps and travel behavior in...
There are often multiple routes between regions. Many factors potentially affect driver's route choi...
015904632015Final ReportPDFTech ReportUMAR24-20DTRT12-G-UTC01Choice modelsCognitionEconometric model...
The use of GPS observations for investigating routing behaviors can be a good alternative to using m...
ABSTRACT: In this article we discuss an assisted cognition information technology system that can le...
Route planners generally return routes that minimize either the distance covered or the time travele...
This paper disentangles cognitive and communicative factors influencing planning strategies in the e...
Abstract: Map matching algorithms are the conventional way to generate path observations from GPS da...
© 2016 Dr. Hengfeng LiWith the popularity of mobile GPS (Global Positioning System) devices such as ...
The overall objective of this research is to collect real world travel route data using Global Posit...
Personal route recognition is an important element of intelligent transportation systems. The result...
In the development of navigation behavior, one important step is the transition from routes to maps....
Recent years have witnessed a steep increase in the collection of movement data through GPS trajecto...
The development of sensors such as GPS trackers that capture movement data in realtime and at detai...
The authors present an examination of the relationship between cognitive maps and travel behavior in...
There are often multiple routes between regions. Many factors potentially affect driver's route choi...
015904632015Final ReportPDFTech ReportUMAR24-20DTRT12-G-UTC01Choice modelsCognitionEconometric model...
The use of GPS observations for investigating routing behaviors can be a good alternative to using m...
ABSTRACT: In this article we discuss an assisted cognition information technology system that can le...
Route planners generally return routes that minimize either the distance covered or the time travele...
This paper disentangles cognitive and communicative factors influencing planning strategies in the e...
Abstract: Map matching algorithms are the conventional way to generate path observations from GPS da...
© 2016 Dr. Hengfeng LiWith the popularity of mobile GPS (Global Positioning System) devices such as ...
The overall objective of this research is to collect real world travel route data using Global Posit...
Personal route recognition is an important element of intelligent transportation systems. The result...
In the development of navigation behavior, one important step is the transition from routes to maps....
Recent years have witnessed a steep increase in the collection of movement data through GPS trajecto...
The development of sensors such as GPS trackers that capture movement data in realtime and at detai...