ABSTRACT
Lifelogging technologies have the potential to provide memory cues for people who struggle with episodic memory impairment (EMI). These memory cues enable the recollection of significant experiences, which is important for people with EMI to regain a sense of normalcy in their lives. However, lifelogging technologies often collect an overwhelmingly large amount of data to review. The best memory cues need to be extracted and presented in a way that best supports episodic recollection. We describe the design of a new lifelogging system that captures photos, ambient audio, and location information and leverages both automated content/context analysis and the expertise of family caregivers to facilitate the extraction and annotation of a salient summary consisting of good cues from the lifelog. The system presents the selected cues for review in a way that maximizes the opportunities for the person with EMI to think deeply about these cues to trigger memory recollection on his own without burdening the caregiver. We compare our system with another review system that requires the caregiver to repeatedly guide the review process. Our self-guided system resulted in better memory retention and imposed a smaller burden on the caregiver whereas the caregiver-guided approach provided more opportunities for caregiver interaction.
- Almbert, B., Grafstrom, M. and Winblad, B. (1997). Caring for a demented elderly person - burden and burnout among caregiving relatives. Journal of Advanced Nursing, 25 (1). 109--116.Google ScholarCross Ref
- American_Health_Assistance_Foundation. http://www.ahaf.org/alzdis/about/adabout.htm.Google Scholar
- Butcher, H. K., Holkup, P. A. and Buckwalter, K. C. (2001). The Experience of Caring for a Family Member with Alzheimer's Disease. West J Nurs Res, 23 (1). 33--55.Google Scholar
- Clare, L. (2003). Managing threats to self: awareness in early stage Alzheimer's disease. Social Science & Medicine, 57 (6). 1017--1029.Google Scholar
- Craik, F. I. M. and Tulving, E. (1975). Depth of processing and the retention of words in episodic memory. Journal of Experimental Psychology: General, 104 (3). 268--294.Google ScholarCross Ref
- Dixon, R. and Hultsch, D. (1983a). Metamemory and memory for text relationships in adulthood: A cross-validation study. Journal of Gerontology, 38. 689--694.Google ScholarCross Ref
- Doherty, A. R., Smeaton, A. F., Lee, K. and Ellis, D. (2007). Multimodal Segmentation of Lifelog Data. Proc. RIAO, Pittsburgh, PA, 2007. Google ScholarDigital Library
- Freeman, E. and Gelernter, D. (1996). Lifestreams: a storage model for personal data. ACM SIGMOD Record, 25 (1). 80--86. Google ScholarDigital Library
- Gardiner, J. M., Ramponi, C. and Richardson-Klavehn, A. (1998). Experiences of Remembering, Knowing, and Guessing. Consciousness and Cognition, 7 (1). 1--26.Google ScholarCross Ref
- Gemmell, J., Williams, L., Wood, K., Lueder, R. and Bell, G. (2004). Passive Capture and Ensuing Issues for a Personal Lifetime Store. Proc. CARPE'04. 48--55 Google ScholarDigital Library
- Hawkey, K., Inkpen, K. M., Rockwood, K., McAllister, M. and Slonim, J. (2005). Requirements gathering with Alzheimer's patients and caregivers. Proc. ASSETS 2005. 142--149. Google ScholarDigital Library
- Hayes, G. R., Patel, S. N., Truong, K. N., Iachello, G., Kientz, J. A., Farmer, R. and Abowd, G. D. (2004). The Personal Audio Loop: Designing a Ubiquitous Audio-Based Memory Aid. Proc. Mobile HCI. 13--16.Google ScholarCross Ref
- Hodges, S., Williams, L., Berry, E., Izadi, S., Srinivasan, J., Butler, A., Smyth, G., Kapur, N. and Wood, K. (2006). SenseCam: a Retrospective Memory Aid. Proc. UBICOMP 2006. 81--90. Google ScholarDigital Library
- Lee, M. L. and Dey, A. K. (2007). Providing Good Memory Cues for People with Episodic Memory Impairment. Proc. ASSETS 2007. 131--138 Google ScholarDigital Library
- Sellen, A. J., Fogg, A., Aitken, M., Hodges, S., Rother, C. and Wood, K. (2007). Do life-logging technologies support memory for the past?: an experimental study using sensecam. Proc. CHI 2007. 81--90. Google ScholarDigital Library
- Silveri, M. C., Reali, G., Jenner, C. and Puopolo, M. (2007). Attention and Memory in the Preclinical Stage of Dementia. Journal of Geriatric Psychiatry and Neurology, 20 (2). 67--75.Google ScholarCross Ref
- Steeman, E., de, C., Dierckx, B., Godderis, J. and Grypdonck, M. (2006). Living with early-stage dementia: a review of qualitative studies. Journal of Advanced Nursing, 54. 722--738.Google ScholarCross Ref
- Tancharoen, D., Yamasaki, T. and Aizawa, K. (2005). Practical experience recording and indexing of Life Log video. Proc. CARPE 2006. 61--66. Google ScholarDigital Library
- Vemuri, S., Schmandt, C. and Bender, W. (2006). iRemember: a personal, long-term memory prosthesis. Proc. CARPE 2006. 65--74. Google ScholarDigital Library
Index Terms
- Lifelogging memory appliance for people with episodic memory impairment
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