[PDF][PDF] A survey of results on mobile phone datasets analysis
In this paper, we review some advances made recently in the study of mobile phone
datasets. This area of research has emerged a decade ago, with the increasing availability …
datasets. This area of research has emerged a decade ago, with the increasing availability …
Looking ahead in pervasive computing: Challenges and opportunities in the era of cyber–physical convergence
The physical environment is becoming more and more saturated with computing and
communication entities that interact among themselves, as well as with users: virtually …
communication entities that interact among themselves, as well as with users: virtually …
Recommendations in location-based social networks: a survey
Recent advances in localization techniques have fundamentally enhanced social
networking services, allowing users to share their locations and location-related contents …
networking services, allowing users to share their locations and location-related contents …
A tale of many cities: universal patterns in human urban mobility
The advent of geographic online social networks such as Foursquare, where users
voluntarily signal their current location, opens the door to powerful studies on human …
voluntarily signal their current location, opens the door to powerful studies on human …
Geo-spotting: mining online location-based services for optimal retail store placement
The problem of identifying the optimal location for a new retail store has been the focus of
past research, especially in the field of land economy, due to its importance in the success of …
past research, especially in the field of land economy, due to its importance in the success of …
Item cold-start recommendations: learning local collective embeddings
Recommender systems suggest to users items that they might like (eg, news articles, songs,
movies) and, in doing so, they help users deal with information overload and enjoy a …
movies) and, in doing so, they help users deal with information overload and enjoy a …
Socio-geography of human mobility: A study using longitudinal mobile phone data
A relationship between people's mobility and their social networks is presented based on an
analysis of calling and mobility traces for one year of anonymized call detail records of over …
analysis of calling and mobility traces for one year of anonymized call detail records of over …
A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction
Prediction of individual mobility is crucial in human mobility related applications. Whereas,
existing research on individual mobility prediction mainly focuses on next location prediction …
existing research on individual mobility prediction mainly focuses on next location prediction …
A random walk around the city: New venue recommendation in location-based social networks
The popularity of location-based social networks available on mobile devices means that
large, rich datasets that contain a mixture of behavioral (users visiting venues), social (links …
large, rich datasets that contain a mixture of behavioral (users visiting venues), social (links …
[PDF][PDF] Understanding predictability and exploration in human mobility
Predictive models for human mobility have important applications in many fields including
traffic control, ubiquitous computing, and contextual advertisement. The predictive …
traffic control, ubiquitous computing, and contextual advertisement. The predictive …