The Digital Crystal Ball: A Service Recommendation System for Designing Social Participation Experiences Among the Elderly

Author(s):  
Koji Kitamura ◽  
Yoshihisa Shirato ◽  
Mikiko Oono ◽  
Yoshihumi Nishida ◽  
Hiroshi Mizoguchi
2021 ◽  
Vol 15 ◽  
Author(s):  
Anne Sophie Grenier ◽  
Louise Lafontaine ◽  
Andréanne Sharp

It is well known and documented that sensory perception decreases with age. In the elderly population, hearing loss and reduced vestibular function are among the most prevalently affected senses. Two important side effects of sensory deprivation are cognitive decline and decrease in social participation. Hearing loss, vestibular function impairment, and cognitive decline all lead to a decrease in social participation. Altogether, these problems have a great impact on the quality of life of the elderly. This is why a rehabilitation program covering all of these aspects would therefore be useful for clinicians. It is well known that long-term music training can lead to cortical plasticity. Behavioral improvements have been measured for cognitive abilities and sensory modalities (auditory, motor, tactile, and visual) in healthy young adults. Based on these findings, it is possible to wonder if this kind of multisensory training would be an interesting therapy to not only improve communication but also help with posture and balance, cognitive abilities, and social participation. The aim of this review is to assess and validate the impact of music therapy in the context of hearing rehabilitation in older adults. Musical therapy seems to have a positive impact on auditory perception, posture and balance, social integration, and cognition. While the benefits seem obvious, the evidence in the literature is scarce. However, there is no reason not to recommend the use of music therapy as an adjunct to audiological rehabilitation in the elderly when possible. Further investigations are needed to conclude on the extent of the benefits that music therapy could bring to older adults. More data are needed to confirm which hearing abilities can be improved based on the many characteristics of hearing loss. There is also a need to provide a clear protocol for clinicians on how this therapy should be administered to offer the greatest possible benefits.


Author(s):  
Zhuang Shao ◽  
Zhikui Chen ◽  
Xiaodi Huang

With the rapid advancement of wireless technologies and mobile devices, mobile services offer great convenience and huge opportunities for service creation. However, information overload make service recommendation become a crucial issue in mobile services. Although traditional single-criteria recommendation systems have been successful in a number of personalization applications, obviously individual criterion cannot satisfy consumers’ demands. Relying on multi-criteria ratings, this paper presents a novel recommendation system using the multi-agent technology. In this system, the ratings with respect to the three criteria are aggregated into an overall service ranking list by a rank aggregation algorithm. Furthermore, all of the services are classified into several clusters to reduce information overload further. Finally, Based on multi-criteria rank aggregation, the prototype of a recommendation system is implemented. Successful applications of this recommendation system have demonstrated the efficiency of the proposed approach.


Author(s):  
Noemi Dahan-Oliel ◽  
Isabelle Gelinas ◽  
Barbara Mazer

2012 ◽  
Vol 37 (4) ◽  
pp. 381-394 ◽  
Author(s):  
Yen-Jong Chen ◽  
Ching-Yi Chen

This article investigates living arrangement preferences of elderly people in Taiwan, including coresidence with family (their children or spouse), coresidence with spouse only, living alone, and living in an institution. The authors consider the effects of three factors: the elderly persons’ health situation, their family resources, and their social participation, such as community workshops or political activities. Accordingly, the authors propose empirical logit models based on the well-developed discrete choice theory. Empirical results reveal that (1) elderly people with higher socioeconomic status, prefer either independent living arrangements or coresidence with their children, (2) elderly people with more family resources, such as large family size, prefer to coreside with their children, and (3) elderly people with adequate social support and/or contact networks prefer independent living arrangements.


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