Recommending Video Content for Use in Group-Based Reminiscence Therapy

REMPAD is a semi-automated cloud-based system used to facilitate digital reminiscence therapy for patients with mild-to-moderate dementia, enacted in a group setting. REMPAD uses profiles for participants and groups to proactively recommend interactive video content from the Internet to match these profiles. In this chapter, we focus on the design of the system and then the system architecture, the system build, data curation, and usage scenarios. We also report a series of steps carried out as part of our user-centered design approach to system development, and a series of analyses on interaction logs which indicate various levels of effectiveness for different configurations of the recommendation algorithm we use. The results indicate high user satisfaction when using the system, and strong tendency towards repeated use in future.

[1]  Barry Smyth,et al.  Group recommender systems: a critiquing based approach , 2006, IUI '06.

[2]  Monica M. C. Schraefel,et al.  Making public media personal: nostalgia and reminiscence in the office , 2011, BCS HCI.

[3]  A. Spector,et al.  Reminiscence therapy for dementia. , 2000, The Cochrane database of systematic reviews.

[4]  Guy Shani,et al.  Evaluating Recommendation Systems , 2011, Recommender Systems Handbook.

[5]  Stephen J. Anderson,et al.  Recollections of true and false autobiographical memories. , 1996 .

[6]  T. Kitwood,et al.  Towards a Theory of Dementia Care: Personhood and Well-being , 1992, Ageing and Society.

[7]  L. Clare Neuropsychological Rehabilitation and People with Dementia , 2007 .

[8]  Ben Shneiderman,et al.  eHealth research from the user's perspective. , 2007, American journal of preventive medicine.

[9]  Fiona Tobin,et al.  'YouTube': a useful tool for reminiscence therapy in dementia? , 2011, Age and ageing.

[10]  Julie Ferguson,et al.  Person-Centred Dementia Care: Making services better , 2007 .

[11]  James Bennett,et al.  The Netflix Prize , 2007 .

[12]  Andrew Norris,et al.  Reminiscence with Elderly People , 1986 .

[13]  Cathal Gurrin,et al.  Automatically recommending multimedia content for use in group reminiscence therap , 2013, MIIRH '13.

[14]  Gunhild Waldemar,et al.  Determinants of costs of care for patients with Alzheimer's disease , 2006, International journal of geriatric psychiatry.

[15]  J. Birren Guiding autobiography groups for older adults , 1991 .

[16]  Vardit Sarne-Fleischmann,et al.  Development and evaluation of a personalised multimedia system for reminiscence therapy in Alzheimer's patients , 2008, Int. J. Soc. Humanist. Comput..

[17]  John Riedl,et al.  PolyLens: A recommender system for groups of user , 2001, ECSCW.

[18]  Barry Smyth,et al.  Case-Based Recommendation , 2007, The Adaptive Web.

[19]  Basel Kikhia,et al.  Reminiscence processes using life-log entities for persons with mild dementia , 2009 .

[20]  Joan C Payne,et al.  Cultural Competence in Treatment of Adults with Cognitive and Language Disorders , 2011 .

[21]  Barry Smyth,et al.  CATS: A Synchronous Approach to Collaborative Group Recommendation , 2006, FLAIRS.

[22]  Saul Vargas,et al.  Rank and relevance in novelty and diversity metrics for recommender systems , 2011, RecSys '11.

[23]  Li Chen,et al.  A user-centric evaluation framework for recommender systems , 2011, RecSys '11.

[24]  Michael J. Pazzani,et al.  Content-Based Recommendation Systems , 2007, The Adaptive Web.

[25]  Pasquale Lops,et al.  Content-based Recommender Systems: State of the Art and Trends , 2011, Recommender Systems Handbook.

[26]  Filip Smit,et al.  The effects of reminiscence on psychological well-being in older adults: A meta-analysis , 2007, Aging & mental health.

[27]  Joyce L. Harris ReminiscenceA Culturally and Developmentally Appropriate Language Intervention for Older Adults , 1997 .

[28]  Sarah Morgan,et al.  The impact of a structured life review process on people with memory problems living in care homes. , 2000 .

[29]  Barry Smyth,et al.  Recommendation to Groups , 2007, The Adaptive Web.

[30]  Orazio Zanetti,et al.  Reminiscence therapy in dementia: a review. , 2012, Maturitas.

[31]  Judith Masthoff,et al.  Group Recommender Systems: Combining Individual Models , 2011, Recommender Systems Handbook.

[32]  D. Schacter Searching for memory: The brain, the mind, and the past. , 1996 .

[33]  Liat Ayalon,et al.  Effectiveness of nonpharmacological interventions for the management of neuropsychiatric symptoms in patients with dementia: a systematic review. , 2006, Archives of internal medicine.

[34]  Geraldine Fitzpatrick,et al.  YouTube and intergenerational communication: the case of Geriatric1927 , 2009, Universal Access in the Information Society.

[35]  Phillip Vaughan,et al.  Involving older people with dementia and their carers in designing computer based support systems: some methodological considerations , 2009, Universal Access in the Information Society.

[36]  John Riedl,et al.  Recommender systems: from algorithms to user experience , 2012, User Modeling and User-Adapted Interaction.

[37]  Barry Smyth,et al.  The Needs of the Many: A Case-Based Group Recommender System , 2006, ECCBR.

[38]  L. Flicker Dementia Reconsidered: the Person Comes First , 1999, BMJ.

[39]  Francesco Ricci,et al.  Case-Based Recommender Systems: A Unifying View , 2003, ITWP.

[40]  Kiyoshi Yasuda,et al.  Effectiveness of personalised reminiscence photo videos for individuals with dementia , 2009, Neuropsychological rehabilitation.

[41]  Yen-Liang Chen,et al.  A group recommendation system with consideration of interactions among group members , 2008, Expert Syst. Appl..

[42]  Barry Smyth,et al.  Case-based recommender systems , 2005, The Knowledge Engineering Review.

[43]  M. Bowlby,et al.  Therapeutic Activities With Persons Disabled by Alzheimer's Disease and Related Disorders , 1998 .

[44]  D. Brooker What is Person-Centred Care in Dementia? , 2003 .

[45]  David Heckerman,et al.  Empirical Analysis of Predictive Algorithms for Collaborative Filtering , 1998, UAI.

[46]  Eamon O'Shea,et al.  The economic and social cost of dementia in Ireland , 2000, International Journal of Geriatric Psychiatry.

[47]  Patrick Olivier,et al.  Enabling self, intimacy and a sense of home in dementia: an enquiry into design in a hospital setting , 2012, CHI.