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	1.495^***	1.603^***
Cut-off term is 2 / 3	2.386^***	2.655^***
Cut-off term is 3 / 4	3.030^***	3.144^***
Cut-off term of 4 / 5	3.900^***	4.190^***
Video type	0.133^*	1.070^***
Log video duration	0.005	0.116^***
Video clarity	$-$0.168^**	0.049
Total number of videos played by log-publishers	0.149^***	0.162^***
Forms of fraud		0.300^***
Video realism		$-$0.101^***
Global test of the model	The $P$-values are less than 0.001	The $P$-values are less than 0.001

Table 7 The comparison of ordinary video and deep synthesized video with video likes 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 6 The comparison of ordinary video and deep synthesized video with video views as the dependent variable