Abstract
In line with statistical predictions, the age-correlated condition of dementia may become a major societal challenge in the 21st century.
As technology-supported reminiscence therapy is a potentially effective way to maintain the well-being of people with dementia, we propose a reminiscence recommender system that aims to lower the caregiver burden and allow for the efficient conduction of individually tailored reminiscence sessions.
This paper describes the underlying technologies of the MemoRec system as well as the promising results of the preliminary study.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Alzheimer’s Disease International: World Alzheimer Report (2016). https://www.alz.co.uk/research/WorldAlzheimerReport2016.pdf. Accessed 21 Mar 2018
Pinquart, M., Forstmeier, S.: Effects of reminiscence interventions on psychosocial outcomes: a meta-analysis. Aging Ment. Health 16, 541–558 (2012)
Lazar, A., Thompson, H., Demiris, G.: A systematic review of the use of technology for reminiscence therapy. Health Educ. Behav. 41, 51S–61S (2014)
Kitwood, T.M.: Dementia Reconsidered: The Person Comes First. Open University Press, Maidenhead (2012)
Sixsmith, A., Gibson, G., Orpwood, R., Torrington, J.: Developing a technology ‘wish-list’ to enhance the quality of life of people with dementia. Gerontechnology 6, 2–19 (2007)
Erikson, E.H.: Identity and the life cycle: selected papers. Psychol. Issues 1, 1–171 (1959)
Butler, R.N.: The life review: an interpretation of reminiscence in the aged. Psychiatry 26, 65–76 (1963)
Fromholt, P., Larsen, S.F.: Autobiographical memory and life-history narratives in aging and dementia (Alzheimer type). In: Conway, M.A., Rubin, D.C., Spinnler, H., Wagenaar, W.A. (eds.) Theoretical Perspectives on Autobiographical Memory. ASID, vol. 65, pp. 413–426. Springer, Dordrecht (1992). https://doi.org/10.1007/978-94-015-7967-4_24
Subramaniam, P., Woods, B.: The impact of individual reminiscence therapy for people with dementia: systematic review. Expert Rev. Neurother. 12, 545–555 (2012)
Aggarwal, C.C.: Recommender Systems: The Textbook. Springer, New York (2016). https://doi.org/10.1007/978-3-319-29659-3
Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Trans. Knowl. Data Eng. 17, 734–749 (2005)
Astell, A.J., Alm, N., Gowans, G., Ellis, M.P., Dye, R., Campbell, J., Vaughan, P.: Working with people with dementia to develop technology: the CIRCA and Living in the Moment projects. PSIGE Newsl. 105, 64–69 (2009)
Yang, Y., Caprani, N., Bermingham, A., O’Rourke, J., Collins, R., Gurrin, C., Smeaton, A.F.: Design and field evaluation of REMPAD: a recommender system supporting group reminiscence therapy. In: O’Grady, M.J., Vahdat-Nejad, H., Wolf, K.-H., Dragone, M., Ye, J., Röcker, C., O’Hare, G. (eds.) AmI 2013. CCIS, vol. 413, pp. 13–22. Springer, Cham (2013). https://doi.org/10.1007/978-3-319-04406-4_3
Klein, P., Uhlig, M.: Interactive memories. In: Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2016 (2016)
Interactive Memories. http://www.intermem.org. Accessed 21 Mar 2018
Lofgren, P.A.: Efficient algorithms for Personalized PageRank (2015)
Bejan, A., Gündogdu, R., Butz, K., Müller, N., Kunze, C., König, P.: Using multimedia information and communication technology (ICT) to provide added value to reminiscence therapy for people with dementia. Zeitschrift für Gerontologie und Geriatrie 51, 9–15 (2017)
Acknowledgments
We especially thank all of our test persons, colleagues and partners, as well as the Federal Ministry of Education and Research (project InterMem, 16SV7322).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG, part of Springer Nature
About this paper
Cite this paper
Bejan, A., Plotzky, C., Kunze, C. (2018). MemoRec – Towards a Life-Theme-Based Reminiscence Content Recommendation System for People with Dementia. In: Miesenberger, K., Kouroupetroglou, G. (eds) Computers Helping People with Special Needs. ICCHP 2018. Lecture Notes in Computer Science(), vol 10896. Springer, Cham. https://doi.org/10.1007/978-3-319-94277-3_79
Download citation
DOI: https://doi.org/10.1007/978-3-319-94277-3_79
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-94276-6
Online ISBN: 978-3-319-94277-3
eBook Packages: Computer ScienceComputer Science (R0)