Social Reminiscence in Older Adults’ Everyday Conversations: Automated Detection Using Natural Language Processing and Machine Learning
BackgroundReminiscence is the act of thinking or talking about personal experiences that occurred in the past. It is a central task of old age that is essential for healthy aging, and it serves multiple functions, such as decision-making and introspection, transmitting life l...
Main Authors: | Ferrario, Andrea, Demiray, Burcu, Yordanova, Kristina, Luo, Minxia, Martin, Mike |
---|---|
Format: | Article |
Language: | English |
Published: |
JMIR Publications
2020-09-01
|
Series: | Journal of Medical Internet Research |
Online Access: | http://www.jmir.org/2020/9/e19133/ |
Similar Items
-
Coping With Imbalanced Data in the Automated Detection of Reminiscence From Everyday Life Conversations of Older Adults
by: Teodor Stoev, et al.
Published: (2021-01-01) -
Real-Life Language Use Across Different Interlocutors: A Naturalistic Observation Study of Adults Varying in Age
by: Minxia Luo, et al.
Published: (2019-06-01) -
Conversational Time Travel: Evidence of a Retrospective Bias in Real Life Conversations
by: Burcu Demiray, et al.
Published: (2018-11-01) -
Reminiscence and self-concept in older adults
by: Andersen, Ann Elizabeth
Published: (2010) -
Reminiscence and the social relations of ageing : a discourse-analytic study of reminiscence work with older people
by: Buchanan, Kevin
Published: (1993)