系统科学与信息学报(英文)

Which Factors Influence the Effect of Deep Synthesized Video Propagation

Lixia MA, Jingjing WANG, Yiwei RU, Yunjie WEI

系统科学与信息学报(英文), 2024, 12(3): 393-411. DOI: 10.21078/JSSI-2023-0017

Variable Name	Full-model Regression
Variable Name	Ordinary Video	Deep Synthesized Video
Cut-off term 1 / 2	0.764^***	1.789^***
Cut-off term is 2 / 3	1.582^***	2.755^***
Cut-off term is 3 / 4	2.051^***	3.304^***
Cut-off term of 4 / 5	2.822^***	3.881^***
Video type	0.193^**	0.196^**
Log video duration	$-$0.085^**	0.191^***
Video clarity	$-$0.065	0.087
Total number of videos played by log-publishers	0.123^***	0.139^***
Forms of fraud		0.412^***
Video realism		0.042
Global test of the model	The $P$-values are less than 0.001	The $P$-values are less than 0.001

Table 6 The comparison of ordinary video and deep synthesized video with video views as the dependent variable

本文的其它图/表

Table 1 Subjective evaluation indicators of data screening
Table 2 Description of the variables
Table 3 Descriptive analysis
Table 4 Stepwise regression model with deep synthesized video views as the dependent variable
Table 5 Stepwise regression model with deep synthesized video likes as the dependent variable
Table 7 The comparison of ordinary video and deep synthesized video with video likes as the dependent variable