Recurring contacts between groups of devices: analysis and application
Autor(a) principal: | |
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Data de Publicação: | 2017 |
Outros Autores: | |
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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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 |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
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RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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