Title :
Track me! a web based location tracking and analysis system for smart phone users
Author :
Bayir, Murat Ali ; Demirbas, Murat ; Cosar, Ahmet
Author_Institution :
Ubiquitous Comput. Lab., SUNY - Univ. at Buffalo, Buffalo, NY, USA
Abstract :
Mobility information of cell phone users is very important for wide range of applications, including context-based search and advertising, early warning systems, city-wide sensing applications such as air pollution exposure estimation and traffic planning. With the inclusion of new technologies in the cell phone hardware such as built-in GPS and 802.11 supports, mobility information are easily captured, managed and forwarded to a remote system via opportunistic connections over Internet. However, it is very difficult to use these low level location data for practical applications due to lack of sufficient information including high level location and temporal data. In order to solve this problem, we propose a Web based mobility analysis system which collects location data from cell phone users via opportunistic Internet connections and convert these low level location data to high level mobility information as well as adding a temporal dimension. In our experiments, we have illustrated the benefits of our systems on the reality mining data set which contains 350 K hours of real cell tower connection data.
Keywords :
Internet; data mining; information retrieval; mobility management (mobile radio); Web based location analysis system; Web based location tracking system; air pollution exposure estimation; cell phone users; city-wide sensing applications; context-based search; early warning systems; mobility information; opportunistic Internet connections; reality mining data set; smart phone users; traffic planning; Advertising; Air pollution; Alarm systems; Cellular phones; Global Positioning System; Hardware; Information analysis; Internet; Smart phones; Technology management; cellphones; mobility analysis; web based information system;
Conference_Titel :
Computer and Information Sciences, 2009. ISCIS 2009. 24th International Symposium on
Conference_Location :
Guzelyurt
Print_ISBN :
978-1-4244-5021-3
Electronic_ISBN :
978-1-4244-5023-7
DOI :
10.1109/ISCIS.2009.5291863