Recognising activities of daily living from patterns of object use

2018 ◽  
Vol 14 (3) ◽  
pp. 193-208
Author(s):  
Isibor Kennedy Ihianle ◽  
Usman Naeem ◽  
Syed Islam ◽  
Abdel-Rahman Tawil
Keyword(s):  
Activities Of Daily Living ◽  
Daily Living ◽  
Object Use

scholarly journals A Hybrid Approach to Recognising Activities of Daily Living from Object Use in the Home Environment

Informatics ◽  
2018 ◽  
Vol 5 (1) ◽  
pp. 6 ◽  
Author(s):  
Isibor Ihianle ◽  
Usman Naeem ◽  
Syed Islam ◽  
Abdel-Rahman Tawil
Keyword(s):  
Activities Of Daily Living ◽  
Home Environment ◽  
Daily Living ◽  
Hybrid Approach ◽  
Object Use

Exploiting Patterns of Object Use for Human Activity Recognition

2021 ◽  
pp. 382-401
Author(s):  
Isibor Kennedy Ihianle ◽  
Syed Islam ◽  
Usman Naeem ◽  
Solomon Henry Ebenuwa
Keyword(s):  
Activities Of Daily Living ◽  
Daily Living ◽  
Latent Dirichlet Allocation ◽  
The Elderly ◽  
Routine Activities ◽  
Model Object ◽  
Object Use ◽  
Significant Step ◽  
Object Usage ◽  
Everyday Knowledge

The accurate recognition of activities of daily living (ADL) is fundamental in the support and provision of assistance for the elderly and cognitively impaired. Current ontology-based techniques and knowledge-driven model object concepts form assumptions and everyday knowledge of objects used for activities. Activities modelled from assumptions and everyday knowledge can lead to incorrect recognition results of routine activities and possible failure to detect abnormal activity trends. A significant step to the accurate recognition of activities of daily living is the discovery of the object usage for specific routine activities. This chapter presents an approach that discovers object usage for routine activities using latent Dirichlet allocation (LDA) topic modelling. The object usage discovery augments an activity ontology that enables recognition of simple activities of daily living in the home environment. The proposed approach is evaluated and validated using the Kasteren and Ordonez datasets.

Index of Independence in Activities of Daily Living

1963 ◽  
Author(s):  
Sidney Katz ◽  
Amasa B. Ford ◽  
Roland W. Moskowitz ◽  
Beverly A. Jackson ◽  
Marjorie W. Jaffe
Keyword(s):  
Activities Of Daily Living ◽  
Daily Living

Nutritional status, activities of daily living and physical activity in aged residents in 10 German nursing homes*

2007 ◽  
Vol 32 (03) ◽  
Author(s):  
J Bai ◽  
S Lesser ◽  
S Paker-Eichelkraut ◽  
S Overzier ◽  
S Strathmann ◽  
...  
Keyword(s):  
Physical Activity ◽  
Nursing Homes ◽  
Nutritional Status ◽  
Activities Of Daily Living ◽  
Daily Living
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