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Trajectory data mining: A review of methods and applications
The increasing use of location-aware devices has led to an increasing availability of
trajectory data. As a result, researchers devoted their efforts to develo** analysis methods …
trajectory data. As a result, researchers devoted their efforts to develo** analysis methods …
[HTML][HTML] Big trajectory data mining: A survey of methods, applications, and services
The increasingly wide usage of smart infrastructure and location-aware terminals has
helped increase the availability of trajectory data with rich spatiotemporal information. The …
helped increase the availability of trajectory data with rich spatiotemporal information. The …
Imaginary people representing real numbers: Generating personas from online social media data
We develop a methodology to automate creating imaginary people, referred to as personas,
by processing complex behavioral and demographic data of social media audiences. From …
by processing complex behavioral and demographic data of social media audiences. From …
A hybrid Markov-based model for human mobility prediction
Human mobility behavior is far from random, and its indicators follow non-Gaussian
distributions. Predicting human mobility has the potential to enhance location-based …
distributions. Predicting human mobility has the potential to enhance location-based …
A survey on next location prediction techniques, applications, and challenges
AG Chekol, MS Fufa - EURASIP Journal on Wireless Communications and …, 2022 - Springer
Next location prediction has recently gained great attention from researchers due to its
importance in different application areas. Recent growth of location-based service …
importance in different application areas. Recent growth of location-based service …
[HTML][HTML] Design of wearable EEG devices specialized for passive brain–computer interface applications
Owing to the increased public interest in passive brain–computer interface (pBCI)
applications, many wearable devices for capturing electroencephalogram (EEG) signals in …
applications, many wearable devices for capturing electroencephalogram (EEG) signals in …
From footprint to evidence: An exploratory study of mining social data for credit scoring
With the booming popularity of online social networks like Twitter and Weibo, online user
footprints are accumulating rapidly on the social web. Simultaneously, the question of how to …
footprints are accumulating rapidly on the social web. Simultaneously, the question of how to …
Inferring friendship from check-in data of location-based social networks
With the ubiquity of GPS-enabled devices and location-based social network services,
research on human mobility becomes quantitatively achievable. Understanding it could lead …
research on human mobility becomes quantitatively achievable. Understanding it could lead …
Discovering socially similar users in social media datasets based on their socially important locations
Socially similar social media users can be defined as users whose frequently visited
locations in their social media histories are similar. Discovering socially similar social media …
locations in their social media histories are similar. Discovering socially similar social media …
Distance and friendship: A distance-based model for link prediction in social networks
With the emerging of location-based social networks, study on the relationship between
human mobility and social relationships becomes quantitatively achievable. Understanding …
human mobility and social relationships becomes quantitatively achievable. Understanding …