DocumentCode
1299352
Title
Localization and Classification through Adaptive Pathway Analysis
Author
Bruns, Erich ; Bimber, Oliver
Author_Institution
Bauhaus-Univ., Weimar, Germany
Volume
11
Issue
2
fYear
2012
Firstpage
74
Lastpage
81
Abstract
Evaluating user-generated spatiotemporal pathway data helps determine both the present and future location of museum visitors. The PhoneGuide adaptive mobile museum guidance system shows how this approach improves classification performance and achieves acceptable recognition rates.
Keywords
mobile computing; museums; pattern classification; PhoneGuide adaptive mobile museum guidance system; adaptive pathway analysis; classification performance; museum visitors; user-generated spatiotemporal pathway data; Artificial neural networks; Bluetooth; Clustering algorithms; Mobile communication; Mobile handsets; Object recognition; Spatiotemporal phenomena; PhoneGuide; machine learning; mobile applications; mobile phones; museum guidance; pathways.; person movement prediction; pervasive computing; spatio-temporal data;
fLanguage
English
Journal_Title
Pervasive Computing, IEEE
Publisher
ieee
ISSN
1536-1268
Type
jour
DOI
10.1109/MPRV.2010.68
Filename
5551110
Link To Document