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2014 | OriginalPaper | Buchkapitel

Tailoring Activity Recognition to Provide Cues that Trigger Autobiographical Memory of Elderly People

verfasst von : Lorena Arcega, Jaime Font, Carlos Cetina

Erschienen in: Mobile and Ubiquitous Systems: Computing, Networking, and Services

Verlag: Springer International Publishing

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Abstract

About a 19 % of elderly population is associated with poor performance in assessments of memory; the phenomenon is known as Age-related Memory Impairment (AMI). Lifelogging technologies can contribute to compensate for memories deficits. However, no matter how functional technology is, older people will not use it if they perceive it as intrusive or embarrassing. This paper shows our work to tailor current activity recognition techniques (based on Emerging Patterns) to provide value for AMI people from RFID reading and GPS positioning. Evaluation shows (1) increases in the recall of autobiographical memories, (2) recognition issues, which require the supervision of the e-Memory Diary, and (3) evidences that this approach didn’t suffer from the usual rejection showed to this technology by elderlies.

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Literatur
1.
Zurück zum Zitat Berry, E., Kapur, N., Williams, L., Hodges, S., Watson, P., Smyth, G., Srinivasan, J., Smith, R., Wilson, B., Wood, K.: The use of a wearable camera, sensecam, as a pictorial diary to improve autobiographical memory in a patient with limbic encephalitis: a preliminary report. Neuropsychol. Rehabil. 17(4–5), 582–601 (2007). Psychology PressCrossRef Berry, E., Kapur, N., Williams, L., Hodges, S., Watson, P., Smyth, G., Srinivasan, J., Smith, R., Wilson, B., Wood, K.: The use of a wearable camera, sensecam, as a pictorial diary to improve autobiographical memory in a patient with limbic encephalitis: a preliminary report. Neuropsychol. Rehabil. 17(4–5), 582–601 (2007). Psychology PressCrossRef
2.
Zurück zum Zitat Bush, V., Wang, J.: As we may think. Atlantic Mon. 176, 101–108 (1945) Bush, V., Wang, J.: As we may think. Atlantic Mon. 176, 101–108 (1945)
3.
Zurück zum Zitat Dobbins, C., Merabti, M., Fergus, P., Llewellyn-Jones, D.: Creating human digital memories for a richer recall of life experiences. In: ICNSC (2013) Dobbins, C., Merabti, M., Fergus, P., Llewellyn-Jones, D.: Creating human digital memories for a richer recall of life experiences. In: ICNSC (2013)
4.
Zurück zum Zitat Gu, T., Wu, Z., Tao, X., Pung, H., Lu, J.: epsicar: An emerging patterns based approach to sequential, interleaved and concurrent activity recognition. In: Pervasive Computing and Communications, 2009, PerCom 2009 (2009) Gu, T., Wu, Z., Tao, X., Pung, H., Lu, J.: epsicar: An emerging patterns based approach to sequential, interleaved and concurrent activity recognition. In: Pervasive Computing and Communications, 2009, PerCom 2009 (2009)
5.
Zurück zum Zitat King, T.: Assistive Technology: Essential Human Factors. Allyn & Bacon Incorporated, Boston (1999) King, T.: Assistive Technology: Essential Human Factors. Allyn & Bacon Incorporated, Boston (1999)
6.
Zurück zum Zitat Lee, M.L., Dey, A.K.: Lifelogging memory appliance for people with episodic memory impairment. In: Proceedings of the 10th International Conference on Ubiquitous Computing, UbiComp ’08, New York, NY, USA, pp. 44–53. ACM (2008) Lee, M.L., Dey, A.K.: Lifelogging memory appliance for people with episodic memory impairment. In: Proceedings of the 10th International Conference on Ubiquitous Computing, UbiComp ’08, New York, NY, USA, pp. 44–53. ACM (2008)
7.
Zurück zum Zitat Leonardi, C., Mennecozzi, C., Not, E., Pianesi, F., Zancanaro, M., Gennai, F., Cristoforetti, A.: Knocking on elders’ door: investigating the functional and emotional geography of their domestic space. In: CHI, NY, USA (2009) Leonardi, C., Mennecozzi, C., Not, E., Pianesi, F., Zancanaro, M., Gennai, F., Cristoforetti, A.: Knocking on elders’ door: investigating the functional and emotional geography of their domestic space. In: CHI, NY, USA (2009)
8.
Zurück zum Zitat Snyder, P.J., Nussbaum, P.D., Robins, D.L. (eds.): Age-related memory impairment. In: Clinical Neuropsychology: A Pocket Handbook for Assessment. American Psychological Association, Washington, DC (2006) Snyder, P.J., Nussbaum, P.D., Robins, D.L. (eds.): Age-related memory impairment. In: Clinical Neuropsychology: A Pocket Handbook for Assessment. American Psychological Association, Washington, DC (2006)
9.
Zurück zum Zitat Katz, S., Ford, A.B., Moskowitz, R.W., Jackson, B.A., Jaffe, M.W.: Studies of illness in the aged: the index of ADL: a standardized measure of biological and psychosocial function. JAMA 185(12), 914–919 (1963)CrossRef Katz, S., Ford, A.B., Moskowitz, R.W., Jackson, B.A., Jaffe, M.W.: Studies of illness in the aged: the index of ADL: a standardized measure of biological and psychosocial function. JAMA 185(12), 914–919 (1963)CrossRef
10.
Zurück zum Zitat Sellen, A.J., Whittaker, S.: Beyond total capture: a constructive critique of lifelogging. Commun. ACM 53(5), 70–77 (2010)CrossRef Sellen, A.J., Whittaker, S.: Beyond total capture: a constructive critique of lifelogging. Commun. ACM 53(5), 70–77 (2010)CrossRef
11.
Zurück zum Zitat Whittaker, S., Bergman, O., Clough, P.: Easy on that trigger dad: a study of long term family photo retrieval. Pers. Ubiquit. Comput. 14(1), 31–43 (2010)CrossRef Whittaker, S., Bergman, O., Clough, P.: Easy on that trigger dad: a study of long term family photo retrieval. Pers. Ubiquit. Comput. 14(1), 31–43 (2010)CrossRef
Metadaten
Titel
Tailoring Activity Recognition to Provide Cues that Trigger Autobiographical Memory of Elderly People
verfasst von
Lorena Arcega
Jaime Font
Carlos Cetina
Copyright-Jahr
2014
DOI
https://doi.org/10.1007/978-3-319-11569-6_63