Abstract This paper delves into a novel area of research, exploring how natural events impact the functioning of visualization systems, particularly in maintaining the integrity of the image processing algorithm. As part of this study, a unique filter was devised to eliminate distortions caused by fog. A correction filter was innovatively developed, and an in-depth analysis of the neural network’s performance... This paper delves into a novel area of research, exploring how natural events impact the functioning of visualization systems, particularly in maintaining the integrity of the image processing algorithm. As part of this study, a unique filter was devised to eliminate distortions caused by fog. A correction filter was innovatively developed, and an in-depth analysis of the neural network’s performance with images of varying resolutions was undertaken, leading to insightful recommendations for augmenting the precision of image processing. Read More Read Less

Abstract Understanding graphs is a crucial part of deep reading. It appears that a lot of students might require assistance in deciphering graphs that are misleading. Using educational games could offer opportunities to boost students’ interest in understanding graphs and aid in developing skills needed for critical graph analysis. To explore this idea, we looked into how effective a digital game... Understanding graphs is a crucial part of deep reading. It appears that a lot of students might require assistance in deciphering graphs that are misleading. Using educational games could offer opportunities to boost students’ interest in understanding graphs and aid in developing skills needed for critical graph analysis. To explore this idea, we looked into how effective a digital game was in teaching the skill of reading misleading graphs. In this research, 101 high school students were randomly divided into two groups: one group played a graph reading game from MediaWatch for 30 minutes, while the other group did not receive any graph reading instruction. We measured graph literacy before and after the study and only looked at how curious students were about graphs during the game. The results showed that students who played the game improved their ability to read misleading graphs more than those in the control group. However, there was no significant change in students’ curiosity about graphs after playing the MediaWatch game. These findings suggest that educational games can help students develop skills in critically analyzing graphs. Read More Read Less

Abstract With the development of technology, short online videos have rapidly grown and become an effective means of promoting socialist core values. However, due to their unique advantages, some issues limit promoting socialist core values. Therefore, we explore this issue by using big data mining technology. Through systematic data mining and analysis, we find various problems with the current ideological and... With the development of technology, short online videos have rapidly grown and become an effective means of promoting socialist core values. However, due to their unique advantages, some issues limit promoting socialist core values. Therefore, we explore this issue by using big data mining technology. Through systematic data mining and analysis, we find various problems with the current ideological and political content. Hence, we propose measures to address these issues, such as strict content review and supervision, improvement of recommendation mechanisms, and enhancing users’ civility awareness. These measures will serve as important guidance for ideological and political propaganda in short online videos. Read More Read Less