Title :
An Exploration of Daily Routine Modeling Based on Bluetooth and GSM-Data
Author :
Steinhoff, Ulrich ; Schiele, Bernt
Author_Institution :
Tech. Univ. Darmstadt, Darmstadt, Germany
Abstract :
We explore GSM & Bluetooth (BT) data to capture daily routines and social environments. With focus on the individual, non-networked user, showing the complementarity of these modalities. We present a realistic real-life dataset over 22 weeks and analyze probabilistic topic models to automatically discover typical situations of everyday life.
Keywords :
Bluetooth; cellular radio; data analysis; pattern recognition; Bluetooth; GSM; daily routine modeling; social environment; Bluetooth; Data analysis; Data mining; GSM; Global Positioning System; Information analysis; Medical services; Mobile handsets; Portable computers; Wearable computers;
Conference_Titel :
Wearable Computers, 2009. ISWC '09. International Symposium on
Conference_Location :
Linz
Print_ISBN :
978-0-7695-3779-5
DOI :
10.1109/ISWC.2009.31
