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dc.contributor.authorAdams, Brett
dc.contributor.authorPhung, Dinh
dc.contributor.authorVenkatesh, Svetha
dc.contributor.editorNahrstedt, L.
dc.contributor.editorTurk, M.
dc.contributor.editorRui, Y.
dc.contributor.editorKlas, W.
dc.contributor.editorMayer-Patel, K.
dc.date.accessioned2017-01-30T11:44:10Z
dc.date.available2017-01-30T11:44:10Z
dc.date.created2009-03-05T00:55:23Z
dc.date.issued2006
dc.identifier.citationAdams, Brett and Phung, Dinh and Venkatesh, Svetha. 2006. Extraction of social context and application to personal multimedia exploration, in Nahrstedt, L. and Turk, M. and Rui, Y. and Klas, W. and Mayer-Patel, K. (ed), 14th annual ACM international conference on Multimedia 2006, Oct 23 2006, pp. 987-996. Santa Barbara, USA: Association for Computing Machinery (ACM).
dc.identifier.urihttp://hdl.handle.net/20.500.11937/14498
dc.description.abstract

Personal media collections are often viewed and managed along the social dimension, the places we spend time at and the people we see, thus tools for extracting and using this information are required. We present novel algorithms for identifying socially signicant places termed social spheres unobtrusively from GPS traces of daily life, and label them as one of Home, Work, or Other, with quantitative evaluation of 9 months taken from 5 users. We extract locational co-presence of these users and formulate a novel measure of social tie strength based on frequency of interaction, and the nature of spheres it occurs within. Comparative user studies of a multimedia browser designed to demonstrate the utility of social metadata indicate the usefulness of a simple interface allowing navigation and ltering in these terms. We note the application of social context is potentially much broader than personal media management, including context-aware device behaviour, life logs, social networks, and location-aware information services.

dc.publisherACM Press
dc.relation.urihttp://doi.acm.org/10.1145/1180639.1180857
dc.subjectMultimedia browsing
dc.subjectExperimentation
dc.subjectsocial context
dc.subjectInformation Interfaces and Presentation
dc.subjectAlgorithms
dc.subjectContent Analysis and Indexing
dc.subjectHuman Factors
dc.subjectMultimedia Information Systems
dc.titleExtraction of social context and application to personal mulitmedia exploration
dc.typeConference Paper
dcterms.source.startPage987
dcterms.source.endPage996
dcterms.source.titleProceedings of the 14th annual ACM international conference on Multimedia
dcterms.source.seriesProceedings of the 14th annual ACM international conference on Multimedia
dcterms.source.isbn1595934472
dcterms.source.conference14th annual ACM international conference on Multimedia 2006
dcterms.source.conference-start-date23 Oct 2006
dcterms.source.conferencelocationSanta Barbara, USA
dcterms.source.placeNew York, USA
curtin.note

ACM Copyright notice: Copyright © 2006 by the Association for Computing Machinery, Inc. Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, to republish, to post on servers, or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from Publications Dept., ACM, Inc., fax +1 (212) 869-0481, or permissions@acm.org

curtin.accessStatusFulltext not available
curtin.facultySchool of Electrical Engineering and Computing
curtin.facultyDepartment of Computing
curtin.facultyFaculty of Science and Engineering


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