Intelligent Implementation and Big Data Analysis of Strategies for Incorporating Civic and Political Elements in Physical Education Instruction

Figure 1.

Figure 2.

Post-test and pre-test comparison of experimental group

Dimension	Pre-test	Post-test	T	P
Patriotism	2.952±0.384	3.625±0.546	-10.003	0.000
Collectivism	2.920±0.342	4.157±0.952	-8.625	0.000
Team spirit	2.723±0.341	3.514±0.519	-8.880	0.000
Rule consciousness	2.882±0.046	3.915±0.522	-9.655	0.000
Fairness and justice	2.676±0.610	4.031±0.478	-9.166	0.000
Sense of responsibility	2.539±0.756	4.056±0.860	-10.124	0.000
The correct view of victory and defeat	2.566±0.605	4.094±0.381	-9.369	0.000
The spirit of striving and enterprising	2.520±0.395	3.813±0.728	-11.745	0.000
Will quality	3.012±0.881	3.951±0.425	-11.746	0.000

Post-test and pre-test comparison of control group

Dimension	Pre-test	Post-test	T	P
Patriotism	2.450±0.557	2.612±0.706	-0.912	0.323
Collectivism	2.752±0.333	2.869±0.389	-0.055	0.261
Team spirit	3.037±0.602	2.691±0.514	1.507	0.068
Rule consciousness	2.941±0.315	3.006±0.581	-0.353	0.112
Fairness and justice	2.966±0.640	3.116±0.304	-0.051	0.703
Sense of responsibility	3.189±0.595	3.050±0.109	0.655	0.616
The correct view of victory and defeat	2.887±0.513	3.206±0.609	-0.749	0.630
The spirit of striving and enterprising	2.455±0.021	2.943±0.436	-1.309	0.198
Will quality	2.666±0.388	2.858±0.636	-0.912	0.201

Rule knowledge discovery in different physical exercise behaviors of female

Number	Rule		Support (%)	Confidence (%)
	Consequent	Antecedent
1	Pre-anticipation	Grip strength=bad, right back hook=excellent	11.398	65.448
2	Anticipation	Grip strength=passed, reaction=medium, right back hook=excellent	12.484	74.709
3	Anticipation	Body fat rate=overweight, grip strength=passed, BMI=normal	13.207	66.804
4	Anticipation	VO2max=medium, grip strength=passed, right back hook=excellent	10.028	63.674
5	Action	Grip strength=bad, reaction=medium, right back hook=excellent	10.612	70.578
6	Action	Grip strength=bad, body fat rate=overweight, BMI=normal	11.403	67.737
7	Action	Grip strength=bad, VO2max=bad, reaction=medium, BMI=normal	11.964	66.372

Post-test result comparison between experimental and control group

Dimension	Control group	Experimental group	T	P
Patriotism	2.612±0.706	3.625±0.546	9.610	0.000
Collectivism	2.869±0.389	4.157±0.952	7.660	0.000
Team spirit	2.591±0.514	3.514±0.519	8.045	0.000
Rule consciousness	3.006±0.581	3.915±0.522	8.172	0.000
Fairness and justice	3.116±0.304	4.031±0.478	8.946	0.000
Sense of responsibility	3.050±0.109	4.056±0.860	8.696	0.000
The correct view of victory and defeat	3.206±0.609	4.094±0.381	8.266	0.000
The spirit of striving and enterprising	2.943±0.436	3.813±0.728	8.780	0.000
Will quality	2.858±0.636	3.951±0.425	7.795	0.000

Rule knowledge discovery in different physical exercise behaviors of male

Number	Rule		Support (%)	Confidence (%)
	Consequent	Antecedent
1	Anticipation	Left back hook=excellent, body fat rate=normal, reaction=medium, VO2max=bad	9.023	51.104
2	Anticipation	Left back hook=excellent, reaction=medium, VO2max=bad	9.951	51.336
3	Anticipation	Left back hook=excellent, reaction=medium, VO2max=bad, right back hook=excellent	9.139	50.242
4	Preparation	Reaction=passed, grip strength=bad	8.791	67.44
5	Preparation	Reaction=passed, VO2max=bad	8.726	61.313
6	Preparation	Reaction=bad	8.968	91.579
7	Action	Reaction=excellent	9	100
8	Action	Reaction=good, VO2max=bad, right back hook=excellent	8.388	55.414
9	Action	Reaction=good, grip strength=bad	8.379	59.245