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 …
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 …
Mobility prediction using future knowledge
Anticipating user mobility can be a critical feature for today's mobile systems. We introduce a
novel location predictor which incorporates knowledge of a user's potential future locations …
novel location predictor which incorporates knowledge of a user's potential future locations …
What will you do for the rest of the day? an approach to continuous trajectory prediction
Understanding and predicting human mobility is vital to a large number of applications,
ranging from recommendations to safety and urban service planning. In some travel …
ranging from recommendations to safety and urban service planning. In some travel …
Semantic trajectory mining for location prediction
Research on predicting movements of mobile users has attracted a lot of attentions in recent
years. Many of those prediction techniques are developed based only on geographic …
years. Many of those prediction techniques are developed based only on geographic …
Analyzing movement predictability using human attributes and behavioral patterns
The ability to predict human mobility, ie, transitions between a user's significant locations
(the home, workplace, etc.) can be helpful in a wide range of applications, including targeted …
(the home, workplace, etc.) can be helpful in a wide range of applications, including targeted …
Been there, done that: What your mobility traces reveal about your behavior
Mobility is a central aspect of our life; the locations we visit reflect our tastes and lifestyle and
shape our social relationships. The ability to foresee the places a user will visit is therefore …
shape our social relationships. The ability to foresee the places a user will visit is therefore …
Regularity and conformity: Location prediction using heterogeneous mobility data
Mobility prediction enables appealing proactive experiences for location-aware services and
offers essential intelligence to business and governments. Recent studies suggest that …
offers essential intelligence to business and governments. Recent studies suggest that …
Modeling user activity patterns for next-place prediction
Location has played a very important role in pervasive computing systems. Beyond the
current location, knowing an individual's next location in advance can also enable many …
current location, knowing an individual's next location in advance can also enable many …
Location awareness through trajectory prediction
Location-aware computing is a type of ubiquitous computing that uses user's location
information as an essential parameter for providing services and application-related …
information as an essential parameter for providing services and application-related …