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数据新闻可视化研究:理论与实践

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进入大数据时代,信息更迭迅速的新闻业中出现了越来越多数据可视化的元素,可视化技术在新闻领域中占有越来越重要的位置。文中从数据新闻实际案例中整理了 50个有代表性的使用可视化的数据新闻项目,基于数据新闻理论与实践2方面提出一种分类框架,从数据新闻的生产和理解2个层面分析可视化发挥的作用。在数据新闻生产层面,讨论了角色分工、可视化类型以及在不同新闻流程中的生产技术;在用户理解数据新闻层面,对促进理解的数据新闻特性、用户的交互模式和用户认知进行讨论。所提框架有助于更好地理解数据新闻与可视化的结合过程,并且总结出相应框架内的问题和工作模式。最后讨论可视化在数据新闻中的发展方向,人们可以在新型传播方式下,通过虚拟现实等技术手段与可视化进行交互,把握自动生成技术的机遇;该领域也会面临一些问题与挑战,如权衡交互的复杂程度等,为数据新闻从业者提出一些将数据新闻与可视化结合的建议。
A Survey of Visualization in Data Journalism:Theory and Practice
In the era of big data,more and more elements of data visualization have emerged in the rapidly changing information journalism,and visualization technology has taken on an increasingly important role in journalism.In this paper,50 representative data journalism projects using visualization are compiled from actual cases of data journalism,and a classification framework is proposed based on both theory and practice of data journalism.It helps to analyze the role of visualization at two levels:production and understanding of data news.In the process of data news production,the division of roles,types of visualizations,and produc-tion techniques in different news processes are discussed;in the process of user understanding of data news,the characteristics of data news that facilitate understanding,user interaction patterns,and user perceptions are discussed.The proposed framework helps to better understand the process of combining data journalism and visualization,and summarizes the issues and working patterns within the corresponding framework.The paper concludes with a discussion of the direction of visualization in data journalism,where people can in-teract with visualization through virtual reality and other technological means in new communication meth-ods,and take advantage of the opportunities of automatic generation technology;at the same time,they face some problems and challenges,such as weighing the complexity of interaction;the paper also suggests some suggestions for data journalists to integrate data journalism with visualization.

data journalismvisualizationstorytellinghuman-computer interaction

程梦琴、周葆华、陈思明

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复旦大学大数据学院 上海 200433

复旦大学新闻学院 上海 200433

数据新闻 可视化 故事叙述 人机交互

国家自然科学基金上海市市级重大科技专项上海市自然科学基金上海市扬帆计划

622021052018SHZDZX0121ZR140330021YF1402900

2024

计算机辅助设计与图形学学报
中国计算机学会

计算机辅助设计与图形学学报

CSTPCD北大核心
影响因子:0.892
ISSN:1003-9775
年,卷(期):2024.36(6)