AI and semantic ontology for personalized activity eCoaching in healthy lifestyle recommendations: a meta-heuristic approach

Table 1 A qualitative comparison between our study and the related healthy lifestyle recommendation studies

Study	Hybrid recommendation?	Ontology modeling	Interval prediction	Real-time observation with an activity sensor	Preference settings	Logical recommendation generation
Our work	Yes	Yes	Yes	Yes	Yes	Yes
[12]	Rule-based	No	No	No	No	Yes
[29]	No	No	No	Yes	No	No
[30]	No	No	No	Yes	No	No
[32]	Data-driven	No	No	Yes	No	No
[33]	No	No	No	Yes	No	No
[34]	Yes	No	No	Yes	Yes	No
[35]	No	No	No	Yes	No	No
[36]	No	No	No	Yes	No	No
[37]	No	No	No	No	No	No
[38]	No	No	No	No	No	No
[39]	Rule-based	No	No	No	No	Yes

ISSN: 1472-6947