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Extracting Places from Traces of Locations (2005) [26 citations — 2 self]

by Jong Hee Kang ,  William Welbourne ,  Benjamin Stewart ,  Gaetano Borriello
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Abstract:

this paper, we describe an algorithm for extracting significant places from a trace of coordinates. Furthermore, we experimentally evaluate the algorithm with real, long-term data collected from three participants using a Place Lab client [15], a software client that computes location coordinates by listening for RF-emissions from known radio beacons in the environment (e.g. 802.11 access points, GSM cell towers)

Citations

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199 Model-based Gaussian and non-Gaussian clustering – Banfield, Raftery - 1993
142 X-means: Extending k-means with efficient estimation of the number of clusters – Pelleg, Moore - 2000
105 Location-aware information delivery with comMotion – Marmasse, Schmandt
101 Learning and Inferring Transportation Routines – Liao, Fox, et al. - 2004
77 Inferring high level behavior from low level sensors – Patterson, Liao, et al. - 2003
65 Using gps to learn significant locations and predict movement across multiple users – Ashbrook, Starner
52 Place Lab: Device Positioning Using Radio Beacons in the Wild." Edited by Hans Gellersen, Roy Want and Albrecht – LaMarca
39 Challenge: ubiquitous location-aware computing and the “place lab” initiative – Schilit, LaMarca, et al. - 2003
31 Adaptive onDevice Location Recognition – Laasonen, Raento, et al.
31 Opportunity Knocks: A System to Provide Cognitive Assistance with Transportation Services. UbiComp 2004: Ubiquitous Computing – Patterson, Liao, et al. - 2004
22 Project Lachesis: parsing and modeling location histories – Hariharan, Toyama - 2004
19 K.: The nearme wireless proximity server – Krumm, Hinckley
15 Reminding About Tagged Objects Using Passive RFIDs – Borriello, Brunette, et al. - 2004
10 H.: The Activity Compass – Patterson, Etzioni, et al. - 2002
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