Relevance recommendation method based on multimedia technology-assisted English teaching design and teaching content

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Table of ways for students to acquire knowledge outside the classroom

method	frequency	Percentage (%)
teaching materials	160	30
extracurricular books	55	10
television	45	9
Micro video	170	32
broadcast	30	6
other	68	13
total	528	100

Image quality evaluation comparison table

method		UEP-Raptor		EEP-Raptor
	PSNR(1)	SSIM(1)	PSNR(2)	SSIM(2)
1	32.98	0.91	9.08	0.27
2	32.87	0.89	24.71	0.85
3	33.11	0.90	29.57	0.86
4	32.58	0.90	5.56	0.24
5	31.33	0.89	27.38	0.73

Number of encoded packets and packet loss rate in video transmission

Packet loss rate (%)	20	30	40	50	60	70	80
Direct connection without coding	67	107	160	214	296	403	472
Number of encoding packages 100	16	15	13	33	51	74	94
Number of encoding packages 105	13	16	13	12	15	18	23
Number of encoding packages 110	15	13	14	14	14	13	14
Number of encoding packages 115	14	14	15	15	13	17	15

Slope search algorithm for video distribution performance comparison table

	SNR (dB)	Target rate (kbps)	Actual rate (kpds)	PSNR-Y	PSNR-U	PSNR-V	average PSNR
CITY	1.5(1)	1000	995.4	35.3	42.6	44.2	37.9
	1.5(1)	1500	1499.4	36.8	43.8	45.3	39.4
	2(1)	450	430.2	32.1	41.1	42.8	35.4
	2(1)	1000	1008	35.6	42.9	44.5	38.3
	2(1)	1500	1452.7	36.9	43.8	45.3	39.5
SOCCER	1.5(2)	1000	981	35.1	42.3	43.6	37.6
	1.5(2)	1500	1468.8	36.5	43.5	44.8	39.1
	2(2)	450	450	32.6	40.3	41.6	35.4
	2(2)	1000	1002.6	35.2	42.5	43.8	37.8
	2(2)	1500	1427.4	36.7	43.5	44.8	39.2

Comparison table of experimental group and control group

group	number of people	The average score	Excellent rate (%)	Pass rate (%)	Low score rate (%)	standard deviation	standard error of the mean
test group	50	75.6	32.5	95	5	10.2	1.6
control group	50	69.8	12.5	87.5	12.5	8.2	1.3

Comparison between the two-sequence L W-EZEP model and its improved model

		PSNR-Y	PSNR-U	PSNR-V	average PSNR
CITY sequence	LW-EZEP model	33.52	41.75	43.46	34.55
	improved model	34.34	42.21	43.89	37.24
SOCCER sequence	LW-EZEP model	33.83	41.19	42.45	36.51
	improved model	34.21	41.76	43.02	36.95