Paper Info
Title
Exploiting indoor location and mobile information for context-awareness service
Abstract
Personal mobile devices such as cellular phones, smart phones and PMPs have advanced incredibly in the past decade. The mobile technologies make research on the life log and user-context awareness feasible. In other words, sensors in mobile devices can collect the variety of user's information, and various works have been conducted using that information. Most of works used a user's location information as the most useful clue to recognize the user context. However, the location information in the conventional works usually depends on a GPS receiver that has limited function, because it cannot localize a person in a building and thus lowers the performance of the user-context awareness. This paper develops a system to solve such problems and to infer a user's hidden information more accurately using Bayesian network and indoor-location information. Also, this paper presents a new technique for localization in a building using a decision tree and signals for the Wireless LAN because the decision tree has many advantages which outweigh other localization techniques.
Year
DOI
Venue
2012
10.1016/j.ipm.2011.02.005
Inf. Process. Manage.
Keywords
Field
DocType
mobile information,user-context awareness,context awareness,bayesian network,mobile device,indoor-location information,hidden information,mobile technology,personal mobile device,localization technique,decision tree,location information,user context,context-awareness service,indoor localization,indoor location
Mobile technology,Decision tree,Data mining,Mobile search,Computer science,Context awareness,Bayesian network,Mobile device,Spatial contextual awareness,Assisted GPS
Journal
Volume
Issue
ISSN
48
1
Information Processing and Management
Citations 
PageRank 
References 
15
0.65
19
Authors
5
Name
Order
Citations
PageRank
Hyun-Yong Noh1150.99
Jin Hyung Lee2487.33
Sae-Won Oh3150.65
Keum-Sung Hwang41097.25
Sung-Bae Cho52875265.52