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Where have you been?: Using location clustering and context awareness to understand places of interest
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Datavetenskap.ORCID-id: 0000-0003-1990-5734
Caulfield School of Information Technology, Monash University.
2012 (engelsk)Inngår i: 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, s. 51-62Konferansepaper, Publicerat paper (Fagfellevurdert)
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

sted, utgiver, år, opplag, sider
Heidelberg: Encyclopedia of Global Archaeology/Springer Verlag, 2012. s. 51-62
Serie
Lecture Notes in Computer Science, ISSN 0302-9743 ; 7469
HSV kategori
Forskningsprogram
Distribuerade datorsystem
Identifikatorer
URN: urn:nbn:se:ltu:diva-30968DOI: 10.1007/978-3-642-32686-8_5Scopus ID: 2-s2.0-84866108989Lokal ID: 4ff37a51-3f7c-4c5f-b502-3a340b15e5ffISBN: 9783642326868 (tryckt)OAI: oai:DiVA.org:ltu-30968DiVA, id: diva2:1004197
Konferanse
Conference on Smart Spaces : 27/08/2012 - 29/08/2012
Merknad
Validerad; 2012; 20120926 (andbra)Tilgjengelig fra: 2016-09-30 Laget: 2016-09-30 Sist oppdatert: 2018-07-10bibliografisk kontrollert

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Totalt: 116 treff
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