基于大数据分析平台的数字绘本交互设计研究

Research on Digital Picture Book Interaction Design Based on Big Data Analysis Platform

研究基于大数据分析平台的数字绘本交互设计研究,增强用户交互体验。利用大数据平台集成、存储数字绘本数据,在数据分析设计层应用大数据分析技术,通过数据特征提取、分类,获取数字绘本界面交互需要的数据调度传输模型,从数据存储层的海量数据中提取与数字绘本交互相关的信息,并依据视觉显示界面的物体之间色彩对比度以及视觉注意力等级数学模型,构建数字绘本交互设计目标函数,获得最优的数字绘本空间布置方案;应用层结合资源加载、场景切换块、手势插件、脚本解析模块,以更加直观、易懂的方式为用户呈现数字绘本的交互结果。实验结果表明,此方法能完成数字绘本交互设计的任务,界面既清晰又美观;交互效果好,用户体验好,可提升用户学习兴趣和动力,保障用户注意力专注。

Research on digital picture book interaction design based on big data analysis platform to enhance user interaction experience.Utilizing big data platforms to integrate and store digital picture book data,applying big data analysis technology in the data analysis and design layer,obtaining the data scheduling and transmission model required for digital picture book interface interaction through data feature extraction and classification,extracting information related to digital picture book interaction from the massive data in the data storage layer,and based on the color contrast between objects in the visual display interface and the mathematical model of visual attention level.Construct an objective function for interactive design of digital picture books and obtain the optimal spatial layout plan for digital picture books.The application layer combines resource loading,scene switching blocks,gesture plugins,and script parsing modules to present the interaction results of digital picture books to users in a more intuitive and understandable way.The experimental results show that this method can complete the task of interactive design for digital picture books,with a clear and beautiful interface.Good interaction effect,good user experience,can enhance user learning interest and motivation,and ensure user attention and focus.