Adaptive On-Device Location Recognition

14 years 16 days ago
Adaptive On-Device Location Recognition
Abstract. Location-awareness is useful for mobile and pervasive computing. We present a novel adaptive framework for recognizing personally important locations in cellular networks, implementable on a mobile device and usable, e.g., in a presence service. In comparison, most previous work has used service infrastructure for location recognition and the few adaptive frameworks presented have used coordinate-based data. We construct a conceptual framework for the tasks of learning important locations and predicting the next location. We give algorithms for efficient approximation of the ideal concepts, and evaluate them experimentally with real data.
Kari Laasonen, Mika Raento, Hannu Toivonen
Added 02 Jul 2010
Updated 02 Jul 2010
Type Conference
Year 2004
Authors Kari Laasonen, Mika Raento, Hannu Toivonen
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