Trajectory data mining: A review of methods and applications

JD Mazimpaka, S Timpf - Journal of …, 2016 - digitalcommons.library.umaine.edu
The increasing use of location-aware devices has led to an increasing availability of
trajectory data. As a result, researchers devoted their efforts to developing analysis methods …

Spatial models for context-aware indoor navigation systems: A survey

I Afyouni, C Ray, C Christophe - Journal of spatial information science, 2012 - hal.science
This paper surveys indoor spatial models developed for research fields ranging from mobile
robot mapping, to indoor location-based services (LBS), and most recently to context-aware …

[图书][B] Recommender systems

CC Aggarwal - 2016 - Springer
“Nature shows us only the tail of the lion. But I do not doubt that the lion belongs to it even
though he cannot at once reveal himself because of his enormous size.”–Albert Einstein The …

Context-aware recommender systems

G Adomavicius, A Tuzhilin - Recommender systems handbook, 2010 - Springer
The importance of contextual information has been recognized by researchers and
practitioners in many disciplines, including e-commerce personalization, information …

Challenges and business models for mobile location-based services and advertising

S Dhar, U Varshney - Communications of the ACM, 2011 - dl.acm.org
Challenges and business models for mobile location-based services and advertising Page 1
121 communications of the acm | May 2011 | vol. 54 | no. 5 contributed articles Location-based …

Trajectory privacy in location-based services and data publication

CY Chow, MF Mokbel - ACM Sigkdd Explorations Newsletter, 2011 - dl.acm.org
The ubiquity of mobile devices with global positioning functionality (eg, GPS and AGPS) and
Internet connectivity (eg, 3G andWi-Fi) has resulted in widespread development of location …

An improved inertial/wifi/magnetic fusion structure for indoor navigation

Y Li, Y Zhuang, P Zhang, H Lan, X Niu, N El-Sheimy - Information Fusion, 2017 - Elsevier
This paper proposes a dead-reckoning (DR)/WiFi fingerprinting/magnetic matching (MM)
integration structure that uses off-the-shelf sensors in consumer portable devices and …

SeMiTri: a framework for semantic annotation of heterogeneous trajectories

Z Yan, D Chakraborty, C Parent… - Proceedings of the 14th …, 2011 - dl.acm.org
GPS devices allow recording the movement track of the moving object they are attached to.
This data typically consists of a stream of spatio-temporal (x, y, t) points. For application …

An approach to social recommendation for context-aware mobile services

C Biancalana, F Gasparetti, A Micarelli… - ACM Transactions on …, 2013 - dl.acm.org
Nowadays, several location-based services (LBSs) allow their users to take advantage of
information from the Web about points of interest (POIs) such as cultural events or …

Integrating indoor and outdoor spaces for pedestrian navigation guidance: A review

A Vanclooster, N Van de Weghe… - Transactions in …, 2016 - Wiley Online Library
In light of the many improvements within 3D urban modeling and Location‐Based Services,
this article provides a timely review of the state‐of‐the‐art on integrating indoor and outdoor …