Recurring contacts between groups of devices: analysis and application

Detalhes bibliográficos
Autor(a) principal: Cruz, Nuno
Data de Publicação: 2017
Outros Autores: Miranda, Hugo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.21/7608
Resumo: The capability to anticipate a contact with another device can contribute to improve the performance and user satisfaction of mobile social network applications and of any other relying on some form of data harvesting or hoarding. This paper presents a 9 year data set of wireless access logs produced by more than 70000 devices and 40000 users. Research on the recurring contact patterns observed between groups of devices permitted to model the probabilities of occurrence of a contact at a predefined date between pairs of devices. As an example, the paper presents and evaluates an algorithm that provides daily contact predictions, based on the history of past pairwise contacts and its application on a reputation service.
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spelling Recurring contacts between groups of devices: analysis and applicationMobilityContact recurrenceModellingThe capability to anticipate a contact with another device can contribute to improve the performance and user satisfaction of mobile social network applications and of any other relying on some form of data harvesting or hoarding. This paper presents a 9 year data set of wireless access logs produced by more than 70000 devices and 40000 users. Research on the recurring contact patterns observed between groups of devices permitted to model the probabilities of occurrence of a contact at a predefined date between pairs of devices. As an example, the paper presents and evaluates an algorithm that provides daily contact predictions, based on the history of past pairwise contacts and its application on a reputation service.Institute of Electrical and Electronics EngineersRCIPLCruz, NunoMiranda, Hugo2017-11-29T09:13:20Z2017-11-202017-11-20T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.21/7608engCRUZ, Nuno; MIRANDA, Hugo – Recurring contacts between groups of devices: analysis and application. IEEE Transactions on Mobile Computing. ISSN 1536-1233. Vol. 17, N.º 7 (2018), pp. 1666-16791536-123310.1109/TMC.2017.2722408info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-08-03T09:53:53Zoai:repositorio.ipl.pt:10400.21/7608Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:16:30.814461Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Recurring contacts between groups of devices: analysis and application
title Recurring contacts between groups of devices: analysis and application
spellingShingle Recurring contacts between groups of devices: analysis and application
Cruz, Nuno
Mobility
Contact recurrence
Modelling
title_short Recurring contacts between groups of devices: analysis and application
title_full Recurring contacts between groups of devices: analysis and application
title_fullStr Recurring contacts between groups of devices: analysis and application
title_full_unstemmed Recurring contacts between groups of devices: analysis and application
title_sort Recurring contacts between groups of devices: analysis and application
author Cruz, Nuno
author_facet Cruz, Nuno
Miranda, Hugo
author_role author
author2 Miranda, Hugo
author2_role author
dc.contributor.none.fl_str_mv RCIPL
dc.contributor.author.fl_str_mv Cruz, Nuno
Miranda, Hugo
dc.subject.por.fl_str_mv Mobility
Contact recurrence
Modelling
topic Mobility
Contact recurrence
Modelling
description The capability to anticipate a contact with another device can contribute to improve the performance and user satisfaction of mobile social network applications and of any other relying on some form of data harvesting or hoarding. This paper presents a 9 year data set of wireless access logs produced by more than 70000 devices and 40000 users. Research on the recurring contact patterns observed between groups of devices permitted to model the probabilities of occurrence of a contact at a predefined date between pairs of devices. As an example, the paper presents and evaluates an algorithm that provides daily contact predictions, based on the history of past pairwise contacts and its application on a reputation service.
publishDate 2017
dc.date.none.fl_str_mv 2017-11-29T09:13:20Z
2017-11-20
2017-11-20T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.21/7608
url http://hdl.handle.net/10400.21/7608
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv CRUZ, Nuno; MIRANDA, Hugo – Recurring contacts between groups of devices: analysis and application. IEEE Transactions on Mobile Computing. ISSN 1536-1233. Vol. 17, N.º 7 (2018), pp. 1666-1679
1536-1233
10.1109/TMC.2017.2722408
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers
publisher.none.fl_str_mv Institute of Electrical and Electronics Engineers
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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