Telling Data Stories with the Hero's Journey: Design Guidance for Creating Data Videos

Zheng Wei;Huamin Qu;Xian Xu
{"title":"Telling Data Stories with the Hero's Journey: Design Guidance for Creating Data Videos","authors":"Zheng Wei;Huamin Qu;Xian Xu","doi":"10.1109/TVCG.2024.3456330","DOIUrl":null,"url":null,"abstract":"Data videos increasingly becoming a popular data storytelling form represented by visual and audio integration. In recent years, more and more researchers have explored many narrative structures for effective and attractive data storytelling. Meanwhile, the Hero's Journey provides a classic narrative framework specific to the Hero's story that has been adopted by various mediums. There are continuous discussions about applying Hero's Journey to data stories. However, so far, little systematic and practical guidance on how to create a data video for a specific story type like the Hero's Journey, as well as how to manipulate its sound and visual designs simultaneously. To fulfill this gap, we first identified 48 data videos aligned with the Hero's Journey as the common storytelling from 109 high-quality data videos. Then, we examined how existing practices apply Hero's Journey for creating data videos. We coded the 48 data videos in terms of the narrative stages, sound design, and visual design according to the Hero's Journey structure. Based on our findings, we proposed a design space to provide practical guidance on the narrative, visual, and sound custom design for different narrative segments of the hero's journey (i.e., Departure, Initiation, Return) through data video creation. To validate our proposed design space, we conducted a user study where 20 participants were invited to design data videos with and without our design space guidance, which was evaluated by two experts. Results show that our design space provides useful and practical guidance for data storytellers effectively creating data videos with the Hero's Journey.","PeriodicalId":94035,"journal":{"name":"IEEE transactions on visualization and computer graphics","volume":"31 1","pages":"962-972"},"PeriodicalIF":6.5000,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE transactions on visualization and computer graphics","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/10670568/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Data videos increasingly becoming a popular data storytelling form represented by visual and audio integration. In recent years, more and more researchers have explored many narrative structures for effective and attractive data storytelling. Meanwhile, the Hero's Journey provides a classic narrative framework specific to the Hero's story that has been adopted by various mediums. There are continuous discussions about applying Hero's Journey to data stories. However, so far, little systematic and practical guidance on how to create a data video for a specific story type like the Hero's Journey, as well as how to manipulate its sound and visual designs simultaneously. To fulfill this gap, we first identified 48 data videos aligned with the Hero's Journey as the common storytelling from 109 high-quality data videos. Then, we examined how existing practices apply Hero's Journey for creating data videos. We coded the 48 data videos in terms of the narrative stages, sound design, and visual design according to the Hero's Journey structure. Based on our findings, we proposed a design space to provide practical guidance on the narrative, visual, and sound custom design for different narrative segments of the hero's journey (i.e., Departure, Initiation, Return) through data video creation. To validate our proposed design space, we conducted a user study where 20 participants were invited to design data videos with and without our design space guidance, which was evaluated by two experts. Results show that our design space provides useful and practical guidance for data storytellers effectively creating data videos with the Hero's Journey.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
用英雄之旅讲述数据故事:创建数据视频的设计指南
数据视频日益成为一种流行的数据故事形式,其代表是视觉和听觉的融合。近年来,越来越多的研究人员探索了多种叙事结构,以实现有效而有吸引力的数据叙事。与此同时,《英雄之旅》(Hero's Journey)为英雄故事提供了一个经典的叙事框架,已被各种媒体所采用。关于将《英雄之旅》应用于数据故事的讨论一直不断。然而,迄今为止,关于如何为《英雄之旅》这种特定的故事类型制作数据视频,以及如何同时处理其声音和视觉设计,几乎没有系统而实用的指导。为了填补这一空白,我们首先从 109 个高质量的数据视频中确定了 48 个与 "英雄之旅 "相一致的数据视频,作为讲述故事的常用方法。然后,我们研究了现有实践如何将《英雄之旅》应用于数据视频的创作。我们根据 "英雄之旅 "结构,从叙事阶段、声音设计和视觉设计等方面对 48 个数据视频进行了编码。根据研究结果,我们提出了一个设计空间,通过数据视频创作,为英雄之旅不同叙事片段(即出发、启动、返回)的叙事、视觉和声音定制设计提供实用指导。为了验证我们提出的设计空间,我们进行了一项用户研究,邀请 20 位参与者在有我们的设计空间指导和没有我们的设计空间指导的情况下设计数据视频,并由两位专家进行评估。结果表明,我们的设计空间为数据故事讲述者提供了有用、实用的指导,使他们能够有效地利用 "英雄之旅 "创作数据视频。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
DynAvatar: Dynamic 3D Head Avatar Deformation With Expression Guided Gaussian Splatting. Understanding the Research-Practice Gap in Visualization Design Guidelines. QuRAFT: Enhancing Quantum Algorithm Design by Visual Linking Between Mathematical Concepts and Quantum Circuits. DanceAgent: Dance Movement Refinement With LLM Agent. Do You "Trust" This Visualization? An Inventory to Measure Trust in Visualizations.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1