Presenting a real-time activity-based bidirectional framework for improving social connectedness

K.A. Davis; E. Owusu; G.J.A. van den Boomen; H. Apeldoorn; L. Marcenaro; C. Regazzoni; L.M.G. Feijs; J. Hu

doi:10.1007/978-3-319-59147-6_31

Presenting a real-time activity-based bidirectional framework for improving social connectedness

K.A. Davis, E. Owusu, G.J.A. van den Boomen, H. Apeldoorn, L. Marcenaro, C. Regazzoni, L.M.G. Feijs, J. Hu

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

2 Citaten (Scopus)

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New research on ambient displays within ambient assisted living (AAL) environments, demonstrates solid potential for the application of bidirectional activity-based context aware systems for promoting social connectedness between the elderly and their caregivers. Using visual, auditory or tactile modalities, such systems can reveal subtle information concerning health and well-being and stimulate co-presence between the pair. In this paper, we present the design and development of an activity-based framework aimed at enabling the real-time viewing of bidirectional activity states between the elderly and their caregivers. This framework seeks to overcome the limitations of existing ambient displays deployed in AAL settings, which are in most cases unidirectional and confined to the homes of its users. Our bidirectional activity-based framework, is based on an extensive literature review, expert advice and user feedback, which informed the design decisions about the product features and functionality. The system exploits a highly accurate activity recognition model to facilitate real-time activity awareness and an “always connected” service through portable interactive devices for stimulating social connectedness within the AAL domain.

Originele taal-2	Engels
Titel	Advances in Computational Intelligence
Subtitel	14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II
Plaats van productie	Dordrecht
Uitgeverij	Springer
Pagina's	356-367
Aantal pagina's	12
ISBN van elektronische versie	978-3-319-59147-6
ISBN van geprinte versie	978-3-319-59146-9
DOI's	https://doi.org/10.1007/978-3-319-59147-6_31
Status	Gepubliceerd - 2017
Evenement	16th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2017) - Zakopane, Polen Duur: 11 jun. 2017 → 15 jun. 2017 Congresnummer: 16

Publicatie series

Naam	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10306 LNCS
ISSN van geprinte versie	0302-9743
ISSN van elektronische versie	1611-3349

Congres

Congres	16th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2017)
Verkorte titel	ICAISC 2017
Land/Regio	Polen
Stad	Zakopane
Periode	11/06/17 → 15/06/17

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10.1007/978-3-319-59147-6_31

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Davis, K. A., Owusu, E., van den Boomen, G. J. A., Apeldoorn, H., Marcenaro, L., Regazzoni, C., Feijs, L. M. G., & Hu, J. (2017). Presenting a real-time activity-based bidirectional framework for improving social connectedness. In Advances in Computational Intelligence: 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II (blz. 356-367). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10306 LNCS). Springer. https://doi.org/10.1007/978-3-319-59147-6_31

Davis, K.A. ; Owusu, E. ; van den Boomen, G.J.A. ; Apeldoorn, H. ; Marcenaro, L. ; Regazzoni, C. ; Feijs, L.M.G. ; Hu, J. / Presenting a real-time activity-based bidirectional framework for improving social connectedness. Advances in Computational Intelligence: 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II. Dordrecht : Springer, 2017. blz. 356-367 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "New research on ambient displays within ambient assisted living (AAL) environments, demonstrates solid potential for the application of bidirectional activity-based context aware systems for promoting social connectedness between the elderly and their caregivers. Using visual, auditory or tactile modalities, such systems can reveal subtle information concerning health and well-being and stimulate co-presence between the pair. In this paper, we present the design and development of an activity-based framework aimed at enabling the real-time viewing of bidirectional activity states between the elderly and their caregivers. This framework seeks to overcome the limitations of existing ambient displays deployed in AAL settings, which are in most cases unidirectional and confined to the homes of its users. Our bidirectional activity-based framework, is based on an extensive literature review, expert advice and user feedback, which informed the design decisions about the product features and functionality. The system exploits a highly accurate activity recognition model to facilitate real-time activity awareness and an “always connected” service through portable interactive devices for stimulating social connectedness within the AAL domain.",

keywords = "Ambient assisted living, Ambient displays, Human activity recognition, Internet of Things, Social connectedness",

author = "K.A. Davis and E. Owusu and {van den Boomen}, G.J.A. and H. Apeldoorn and L. Marcenaro and C. Regazzoni and L.M.G. Feijs and J. Hu",

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Davis, KA, Owusu, E, van den Boomen, GJA, Apeldoorn, H, Marcenaro, L, Regazzoni, C, Feijs, LMG & Hu, J 2017, Presenting a real-time activity-based bidirectional framework for improving social connectedness. in Advances in Computational Intelligence: 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10306 LNCS, Springer, Dordrecht, blz. 356-367, 16th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2017), Zakopane, Polen, 11/06/17. https://doi.org/10.1007/978-3-319-59147-6_31

Presenting a real-time activity-based bidirectional framework for improving social connectedness. / Davis, K.A.; Owusu, E.; van den Boomen, G.J.A.; Apeldoorn, H.; Marcenaro, L.; Regazzoni, C.; Feijs, L.M.G.; Hu, J.

Advances in Computational Intelligence: 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II. Dordrecht : Springer, 2017. blz. 356-367 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10306 LNCS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

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AU - Regazzoni, C.

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AU - Hu, J.

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Davis KA, Owusu E, van den Boomen GJA, Apeldoorn H, Marcenaro L, Regazzoni C et al. Presenting a real-time activity-based bidirectional framework for improving social connectedness. In Advances in Computational Intelligence: 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II. Dordrecht: Springer. 2017. blz. 356-367. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-319-59147-6_31

Presenting a real-time activity-based bidirectional framework for improving social connectedness

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