Self-supervised human mobility learning for next location prediction and trajectory classification
Massive digital mobility data are accumulated nowadays due to the proliferation of location-
based service (LBS), which provides the opportunity of learning knowledge from human …
based service (LBS), which provides the opportunity of learning knowledge from human …
Understanding the movement predictability of international travelers using a nationwide mobile phone dataset collected in South Korea
The abilities to predict tourist movements are critical to many urban applications, such as
travel recommendations, targeted advertising, and infrastructure planning. Despite its …
travel recommendations, targeted advertising, and infrastructure planning. Despite its …
[HTML][HTML] Individual mobility prediction review: Data, problem, method and application
Z Ma, P Zhang - Multimodal transportation, 2022 - Elsevier
The 'sharing'business models and on-demand services have been altering city dwellers'
travel habits from buying the means of transport to buying mobility services based on needs …
travel habits from buying the means of transport to buying mobility services based on needs …
A destination and mobility path prediction scheme for mobile networks
Mobile multimedia services are gaining great momentum among subscribers of mobile
networks (MNs). An understanding of the network traffic behavior is essential in the evolution …
networks (MNs). An understanding of the network traffic behavior is essential in the evolution …
Evaluating next-cell predictors with extensive Wi-Fi mobility data
Location is an important feature for many applications, and wireless networks may serve
their clients better by anticipating client mobility. As a result, many location predictors have …
their clients better by anticipating client mobility. As a result, many location predictors have …
A destination prediction model based on historical data, contextual knowledge and spatial conceptual maps
Mobile Wireless Network technology has enabled the development of increasingly diverse
applications and devices resulting in an exponential growth in usage and services. One …
applications and devices resulting in an exponential growth in usage and services. One …
A mobility prediction architecture based on contextual knowledge and spatial conceptual maps
N Samaan, A Karmouch - IEEE transactions on mobile …, 2005 - ieeexplore.ieee.org
User Mobility prediction represents a key component in assisting handoff management,
resource reservation, and service preconfiguration. However, most of the existing …
resource reservation, and service preconfiguration. However, most of the existing …
How do you go where? improving next location prediction by learning travel mode information using transformers
Predicting the next visited location of an individual is a key problem in human mobility
analysis, as it is required for the personalization and optimization of sustainable transport …
analysis, as it is required for the personalization and optimization of sustainable transport …
Where will you go? mobile data mining for next place prediction
The technological advances in smartphones and their widespread use has resulted in the
big volume and varied types of mobile data which we have today. Location prediction …
big volume and varied types of mobile data which we have today. Location prediction …