A Machine-Learning-Based Analysis of the Relationships between Loneliness Metrics and Mobility Patterns for Elderly

A Machine-Learning-Based Analysis of the Relationships between Loneliness Metrics and Mobility Patterns for Elderly

Loneliness and social isolation are subjective measures associated with the feeling of discomfort and distress. Various factors associated with the feeling of loneliness or social isolation are: the built environment, long-term illnesses, the presence of disabilities or health problems, etc. One of...

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Bibliographic Details
Main Authors: Aditi Site, Saigopal Vasudevan, Samuel Olaiya Afolaranmi, Jose L. Martinez Lastra, Jari Nurmi, Elena Simona Lohan
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Sensors
Subjects:
indoor mobility
outdoor mobility
machine learning
loneliness
XGBoost
random forest
Online Access:https://www.mdpi.com/1424-8220/22/13/4946

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https://www.mdpi.com/1424-8220/22/13/4946

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