基于用户交互行为分析的数据故事建模方法研究

目的/意义]文章旨在根据数据故事化的研究现状,结合其他相关的方法研究,提出一种基于用户交互行为分析的数据故事建模方法,这对数据到数据故事模型的生成,再到后续的故事制作和故事展示具有重要的实践意义。方法/过程]首先利用文献研究法和定性研究法归纳了基于用户交互行为分析的数据故事化的应用场景、故事建模的内涵和方法的应用价值,明确了数据故事模型包括三个基本要素,分别是数据内容、逻辑关系和讲述概率,接着提出了针对性的方法框架,最后利用Python编程语言模拟数据并生成故事模型的可视化结构图来说明方法的应用。结果/结论]基于用户交互行为分析的数据故事模型的构建方法可生成能够反映用户关注倾向的故事,在未来还有广阔的研究空间。

Research on Data Story Modeling Method Based on User Interaction Behavior Analysis

Purpose/significance] This paper aims to propose a data story modeling method based on user interaction behavior analysis according to the research status of data storytelling and other related methods.This has important practical significance for data,data story model generation,story production and story presentation.Method/process] Firstly,the application scenarios of data storytelling,the connotation of story modeling and the application value of this method are summarized.The main research methods are literature research method and the qualitative research method.It is proposed that the data story model includes three basic elements:data content,logical relationship and probability of narration.Then,a specific method framework is proposed.Finally,the Python programming language is used to simulate the data and visualize the story model to illustrate the application of the data story modeling method.Result/conclusion] The data story modeling method based on the analysis of user interaction behavior can generate the stories that can reflect users’ interest tendency.There is still a vast space for this research in the future.