[PDF][PDF] A survey of results on mobile phone datasets analysis

VD Blondel, A Decuyper, G Krings - EPJ data science, 2015 - Springer
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 …

Looking ahead in pervasive computing: Challenges and opportunities in the era of cyber–physical convergence

M Conti, SK Das, C Bisdikian, M Kumar, LM Ni… - Pervasive and mobile …, 2012 - Elsevier
The physical environment is becoming more and more saturated with computing and
communication entities that interact among themselves, as well as with users: virtually …

Recommendations in location-based social networks: a survey

J Bao, Y Zheng, D Wilkie, M Mokbel - GeoInformatica, 2015 - Springer
Recent advances in localization techniques have fundamentally enhanced social
networking services, allowing users to share their locations and location-related contents …

A tale of many cities: universal patterns in human urban mobility

A Noulas, S Scellato, R Lambiotte, M Pontil, C Mascolo - PloS one, 2012 - journals.plos.org
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 …

Geo-spotting: mining online location-based services for optimal retail store placement

D Karamshuk, A Noulas, S Scellato, V Nicosia… - Proceedings of the 19th …, 2013 - dl.acm.org
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 …

Item cold-start recommendations: learning local collective embeddings

M Saveski, A Mantrach - Proceedings of the 8th ACM Conference on …, 2014 - dl.acm.org
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 …

Socio-geography of human mobility: A study using longitudinal mobile phone data

S Phithakkitnukoon, Z Smoreda, P Olivier - PloS one, 2012 - journals.plos.org
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 …

A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction

F Li, Z Gui, Z Zhang, D Peng, S Tian, K Yuan, Y Sun… - Neurocomputing, 2020 - Elsevier
Prediction of individual mobility is crucial in human mobility related applications. Whereas,
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

A Noulas, S Scellato, N Lathia… - … Conference on Privacy …, 2012 - ieeexplore.ieee.org
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 …

[PDF][PDF] Understanding predictability and exploration in human mobility

A Cuttone, S Lehmann, MC González - EPJ Data Science, 2018 - Springer
Predictive models for human mobility have important applications in many fields including
traffic control, ubiquitous computing, and contextual advertisement. The predictive …