Table 15 Statistical analysis on last 4 weeks’ STATISTICAL ANALYSIS ON LAST FOUR WEEKs’ ACTIVITY DATA FOR P-1 IN MOX2-5 DATASETS. LPA Low physical activity, MPA Medium physical activity, VPA Vigorous physical activity, APV Activity pattern vector, GS Goal score, SC Similarity score, AP Activity point, S Activity performance score, SD Standard deviation.

From: An automatic and personalized recommendation modelling in activity eCoaching with deep learning and ontology

Metrics

Week-1

Week-2

Week-3

Week-4

Mean sedentary time (s)

2146.0

81,838.0

91,305.0

940.0

Mean LPA time (s)

5935.0

3799.0

2551.0

3240.0

Mean MPA time (s)

1239.0

1008.0

316.0

682.0

Mean VPA time (s)

55.0

164.0

0.0

383.0

Mean steps

11,706

8861

4649

7256

APV

[3, 3, 3, 4, 4, 2, 4]

[4, 4, 4, 2, 0, 0, 0]

[0, 0, 0, 0, 0, 1, 0]

[1, 1, 3, 2, 1, 1, 1]

GS

[3, 3, 3, 3, 3, 3, 3]

[3, 3, 3, 3, 3, 3, 3]

[3, 3, 3, 3, 3, 3, 3]

[3, 3, 3, 3, 3, 3, 3]

SC

+ 2

− 7

− 20

− 11

\(\Sigma\)AP

158

104

2

36

Mean S

22.5

14.9

0.3

5.1

Weekly (|SD|)

0.0 (Error: ± 0.0)

3.8 (Error: ± 2.7)

9.2 (Error: ± 5.3)

8.6 (Error: ± 4.3)