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Where have you been?: Using location clustering and context awareness to understand places of interest
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Computer Science.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Computer Science.
Caulfield School of Information Technology, Monash University.
2012 (English)In: Internet of things, smart spaces, and next generation networking: 12th international conference, NEW2AN 2012, and 5th Conference on Smart Spaces, ruSMART 2012, St. Petersburg, Russia, August 27-29, 2012 : proceedings / [ed] Sergey Andreev; Yevgeni Koucheryavy ; Sergey Balandin, Heidelberg: Encyclopedia of Global Archaeology/Springer Verlag, 2012, p. 51-62Conference paper, Published paper (Refereed)
Abstract [en]

Mobile devices have access to multiple sources of location data, but at any particular time often only a fraction of the location information sources is available. Fusion of location information can provide reliable real-time location awareness on the mobile phone. In this paper we propose and evaluate a novel approach to detecting the places of interest based on density-based clustering. We address both extracting the information about relevant places from the combined location information, and detecting the visits to known places in the real time. In this paper we also propose and evaluate ContReMAR application - an application for mobile context and location awareness. We use Nokia MDC dataset to evaluate our findings, find the proper configuration of clustering algorithm and refine various aspects of place detection

Place, publisher, year, edition, pages
Heidelberg: Encyclopedia of Global Archaeology/Springer Verlag, 2012. p. 51-62
Series
Lecture Notes in Computer Science, ISSN 0302-9743 ; 7469
National Category
Media and Communication Technology
Research subject
Mobile and Pervasive Computing
Identifiers
URN: urn:nbn:se:ltu:diva-30968DOI: 10.1007/978-3-642-32686-8_5Local ID: 4ff37a51-3f7c-4c5f-b502-3a340b15e5ffISBN: 9783642326868 (print)OAI: oai:DiVA.org:ltu-30968DiVA, id: diva2:1004197
Conference
Conference on Smart Spaces : 27/08/2012 - 29/08/2012
Note
Validerad; 2012; 20120926 (andbra)Available from: 2016-09-30 Created: 2016-09-30 Last updated: 2018-01-14Bibliographically approved

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
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