Measuring Social Isolation in Older Adults through Ambient Intelligence and Social Networking Sites

被引:1
作者
Campos, Wilfrido [1 ]
Martinez, Alicia [1 ]
Estrada, Hugo [2 ]
Castro, Noe [1 ]
机构
[1] CENIDET, Natl Ctr Res & Technol Dev, Cuernavaca, Morelos, Mexico
[2] INFOTEC, Ind Documentat & Informat Fund, Madras, Tamil Nadu, India
来源
WORKSHOP PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT ENVIRONMENTS | 2014年 / 18卷
关键词
Predictive modelling; social isolation; older adults; ambient intelligence; social networking site; PREDICTION;
D O I
10.3233/978-1-61499-411-4-48
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Early diagnosis of social isolation in older adults can prevent physical and cognitive impairment. This diagnosis usually consists on personal and periodic application of psychological assessment instruments. Unfortunately this is often a tedious process and therefore this is a situation that opens up opportunities in creating new ways of diagnosis. In this context, ambient intelligence and social networking sites are suitable technologies for automatic monitoring of significant changes in social interactions of older adults. However, current instruments that measure social isolation are based on subjective aspects since they only evaluate emotional social support and they do not consider objective aspects. This is the reason why a prediction model based on objective isolation variables is needed in order to measure the social interactions through computing mechanisms. This paper presents the development of a prediction model from the social interaction activities that can be registered through smartphone's sensory capabilities, the personal communications using an online social network and also radio-frequency identification mechanisms. The proposed model will benefit institutions interested in developing technological solutions to detect early stages of social isolation and improve the quality of life of older adults.
引用
收藏
页码:48 / 59
页数:12
相关论文
共 50 条
  • [21] Robust Detection of Social Isolation in Older Adults by Combining Biometrics with Social Interaction Data
    Mehrotra-Venkat, Raghav
    Dutt, Nikil
    Rousseau, Julie
    2023 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING, SMARTCOMP, 2023, : 230 - 232
  • [22] An examination of the social networks and social isolation in older and younger adults living with HIV/AIDS
    Emlet, Charles A.
    HEALTH & SOCIAL WORK, 2006, 31 (04) : 299 - 308
  • [23] Social Isolation and Patient Experience in Older Adults
    Aoki, Takuya
    Yamamoto, Yosuke
    Ikenoue, Tatsuyoshi
    Urusbibara-Miyachi, Yuka
    Kise, Morito
    Fujinuma, Yasuki
    Fukuhara, Shunichi
    ANNALS OF FAMILY MEDICINE, 2018, 16 (05) : 393 - 398
  • [24] Social Isolation’s Influence on Loneliness Among Older Adults
    Harry Owen Taylor
    Clinical Social Work Journal, 2020, 48 : 140 - 151
  • [25] Systematic Review of Efficacy of Interventions for Social Isolation of Older Adults
    Tong, Feng
    Yu, ChengLin
    Wang, LinSen
    Chi, Iris
    Fu, Fang
    FRONTIERS IN PSYCHOLOGY, 2021, 12
  • [26] A Review of Social Isolation: An Important but Underassessed Condition in Older Adults
    Nicholson, Nicholas R.
    JOURNAL OF PRIMARY PREVENTION, 2012, 33 (2-3) : 137 - 152
  • [27] Depression, isolation, social support, and cardiovascular disease in older adults
    Arthur, Heather M.
    JOURNAL OF CARDIOVASCULAR NURSING, 2006, 21 (05) : S2 - S7
  • [28] Social Isolation's Influence on Loneliness Among Older Adults
    Taylor, Harry Owen
    CLINICAL SOCIAL WORK JOURNAL, 2020, 48 (01) : 140 - 151
  • [29] The Heterogeneity of Socially Isolated Older Adults: A Social Isolation Typology\\
    Machielse, Anja
    JOURNAL OF GERONTOLOGICAL SOCIAL WORK, 2015, 58 (04): : 338 - 356
  • [30] A Review of Social Isolation: An Important but Underassessed Condition in Older Adults
    Nicholas R. Nicholson
    The Journal of Primary Prevention, 2012, 33 : 137 - 152