Research On Information Transmission Efficiency Of Visual Elements In Interactive Visualization

In the field of visualization,researching how to improve the information efficiency of visual elements has always been a hot topic.Previous research has mainly focused on exploring the basic principles of visual design.However,with the introduction of new technologies such as efficiency models,scholars have begun to delve deeper into the information transmission efficiency of visual elements,in order to further improve the visualization effect.Under this research background,this paper focuses on the qualitative research of the information transmission efficiency of visual elements in a quantitative way through interactive experiments.Specifically,this article adopts various methods such as theoretical research,experimental design,data analysis,design principle extraction,and experimentation to ensure the completeness and accuracy of the article framework.In the theoretical research section,we reviewed previous research and proposed some new research ideas.We provided a detailed introduction to the classification and relationships of visual elements,and explored the model theory of information transmission efficiency.At the same time,we also discussed the current cross research status between the visualization field and the transfer efficiency field.In the experimental design section,we designed a series of experiments to validate our research ideas and hypotheses.We provided a detailed introduction to the process of experimental design,including the selection of experimental subjects,the definition of experimental variables,and the arrangement of the experimental process.Through the analysis of experimental data,we have drawn some preliminary conclusions.We found that there are differences in the information transmission efficiency of visual elements during the visual interaction process.At the same time,we also found that there are certain differences in the information transmission efficiency of different visual element classifications.In the data analysis section,we further delved into the experimental data and proposed some new findings.We analyzed the indicators in Data envelopment analysis,and their specific correspondence in the information transmission process of visual elements.We have explained the theory of Data envelopment analysis to a certain extent,so that our data analysis has sufficient theoretical support.Finally,in the design principle extraction and experimental section,we summarized our research results and proposed some design principles for practical application.We have put forward some targeted suggestions to help designers better improve the information transmission efficiency of visual elements in practice.At the same time,we also discussed some future research directions to further explore issues related to the efficiency of visual element information transmission.Through the research in this article,we have delved into the information transmission efficiency of visual elements,providing new ideas and methods for visual design.We believe that the research results of this article will have a positive impact on future research and practice in related fields.At the same time,we also hope that future research can further explore the mechanisms and influencing factors of visual element information transmission efficiency,and how to better apply these research results to improve the visualization effect.