Abstract
Analytics and visualisation of Big Data appearance is still a challenging task. In this paper, the management and visualisation of big data streams will be discussed at hand of data that comes into existence during the care of people with dementia in their own homes. Therein, basic requirements are explored towards the development of a data management, analytics and visualisation platform stemming from application scenarios in which various data streams are created, processed, analysed, visualised and stored for ad hoc or later reuse. The platform will be realised on open ICT standards, implemented within the EC co funded SenseCare project.
References
Meiland, F., Davies, R., Moelaert, F., Mulvenna, M.D., Nugent, C., Dröes, R.-M.: Review of ICT-based services for identified unmet needs in people with dementia. Ageing Res. Rev. 6(3), 223–246 (2007)
Walters, K., Iliffe, S., See Tai, S., Orrell, M.: Assessing needs from patient, carer and professional perspectives: the Camberwell assessment of need for the elderly people in primary care. Age Ageing 29, 505–510 (2000)
Carswell, W., McCullagh, P., Augusto, J.C., Martin, S., Mulvenna, M.D., Zheng, H., Wang, H.Y., Wallace, J.G., McSorley, K., Taylor, B., Jeffers, P.: A review of the role of assistive technology for people with dementia in the hours of darkness. Technol. Health Care 17(4), 281–304 (2009)
Takacs, B., Hanak, D.: A mobile system for assisted living with ambient facial interfaces. Int. J. Comput. Sci. Inf. Syst. 2(2), 33–50 (2007)
Mulvenna, M.D., Carswell, W., McCullagh, P.J., Augusto, J.C., Zheng, H., Jeffers, P., Wang, H.Y., Martin, S.: Visualization of data for ambient assisted living services. IEEE Commun. Mag. 49(1), 110–117 (2011)
Walsh, L., Kealy, A., Loane, J., Doyle J., and Bond, R.: Inferring health metrics from ambient smart home data. In: IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Belfast, pp. 27–32 (2014)
Doyle, J., Walsh, L., Sassu, A., McDonagh. T.: Designing a wellness self-management tool for older adults: results from a field trial of YourWellness. In: Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, pp. 134–141 (2014)
Consolvo, S., Klasnja, P., McDonald, D.W., Avrahami, D., Froehlich, J., LeGrand, L., Libby, R., Mosher, K., Landay. J.A.: Flowers or a robot army? Encouraging awareness & activity with personal, mobile displays. In: Proceedings of the 10th International Conference on Ubiquitous Computing (UbiComp 2008), pp. 54–63. ACM, New York (2008)
Nawroth, C., Schmedding, M., Brocks, H., Kaufmann, M., Fuchs, M., Hemmje, M.: Towards cloud-based knowledge capturing based on natural language processing. Procedia Comput. Sci. 68, 206–216 (2015)
van den Broek, E.: Ubiquitous emotion-aware computing. Personal. Ubiquit. Comput. 17(1), 53–67 (2013)
Picard, R.: Affective Computing. MIT Press, Cambridge (1997)
Emotient: Emotient API (2014). http://www.emotient.com/products#FACETSDK. Accessed 12 Sep 2014
Intel Real Sense: Real Sense Architecture (2014). https://software.intel.com/sites/landingpage/perceptual_computing/documentation/html/. Accessed 30 Apr 2014
Affectiva: Affdex (2015). http://www.affectiva.com/affdex/#pane_overview. Accessed 07 May 2015
Shimmer: Shimmer Sensing (2014). http://www.shimmersensing.com/. Accessed 17 Apr 2014
Empatica: E4 Wristband (2015). https://www.empatica.com/product-e4. Accessed 17 Apr 2015
Schuller, B., Eyben, F., Weninger, F.: OpenAudio, 09 March 2016. http://www.openaudio.eu/. Accessed 09 Mar 2016
Emotiv: Emotiv EPOC, 05 February 2015. http://emotiv.com/. Accessed 05 Feb 2015
PSFK.COM: Kinect system reads emotions to help autistic children socialize (2014). http://www.psfk.com/2014/03/kinect-autism-emotion-detection.html#!D1LyT. Accessed 17 Apr 2014
Metnitz, P.G.H., Lenz, K.: Patient data management systems in intensive care – the situation in Europe. Intense Care Med. 21(9), 703–715 (1995). ISSN: 1432-1238. Springer
Brooks, H., Kranstedt, A., Jäschke, G., Hemmje, M.: Modeling context for digital preservation. Stud. Comput. Intell. 260, 197–226 (2010)
Ming, X.G., Yan, J.Q., Wang, X.H., Li, S.N., Lu, W.F., Peng, Q.J., Ma, Y.S.: Collaborative process planning and manufacturing in product lifecycle management. Comput. Ind. 59(2–3), 154–166 (2008)
Drake, G., Csipke, E., Wykes, T.: Assessing your mood online: acceptability and use of Moodscope. Psychol. Med. 7(7), 1455–1464 (2013)
Bond, R.R., Zheng, H, Wang, H.Y., Mulvenna, M.D., McAllister, P., Delaney, K., Wlash, P., Keary, A., Riestra, R., Guaylupo, S., Hemmje, M., Becker, J., Engel, F.: SenseCare: using affective computing to manage and care for the emotional wellbeing of older people. In: EAI International Conference on Wearables in Healthcare (HealthWear), Budapest, 14–15 June 2016
Bornschlegl, M.X., Berwind, K., Kaufmann, M., Engel, F.C., Walsh, P., Hemmje, M.L.: IVIS4BigData: a reference model for advanced visual interfaces supporting big data analysis in virtual research environments. In: Proceedings of IVIS4BigData: A Reference Model for Advanced Visual Interfaces Supporting Big Data Analysis in Virtual Research Environments (2016)
Acknowledgement
This publication has been produced in the context of the SenseCare project. This project has received funding from the European Union’s H2020 Programme under grant agreement No. 690862. However, this paper reflects only the author’s view and the European Commission is not responsible for any use that may be made of the information it contains.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing AG
About this paper
Cite this paper
Engel, F. et al. (2016). SenseCare: Towards an Experimental Platform for Home-Based, Visualisation of Emotional States of People with Dementia. In: Bornschlegl, M.X., Engel, F.C., Bond, R., Hemmje, M.L. (eds) Advanced Visual Interfaces. Supporting Big Data Applications. AVI-BDA 2016. Lecture Notes in Computer Science(), vol 10084. Springer, Cham. https://doi.org/10.1007/978-3-319-50070-6_5
Download citation
DOI: https://doi.org/10.1007/978-3-319-50070-6_5
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-50069-0
Online ISBN: 978-3-319-50070-6
eBook Packages: Computer ScienceComputer Science (R0)