Research Article

Ontology-Based Framework for the Automatic Recognition of Activities of Daily Living Using Class Expression Learning Techniques

Algorithm 1

CEL algorithm.
Require: is the set of named concepts in the knowledge base. n is the maximum number of class description the algorithm generates in the search process. α is a constant float value that indicates the importance of negative samples classification accuracy.
(1)function CEL
(2)while do
(3)  b ⟵ BEST-DESCRIPTION ()
(4)  
(5)  for all do
(6)   
(7)   if then
(8)    
(9)  
(10)return b
(11)function BEST-DESCRIPTION ()
(12)
(13)
(14)for all do
(15)  
(16)  
(17)  if then
(18)   
(19)   
(20)return c