• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

[数据叙事作为数据科学的关键成功因素]

[Data Storytelling as a Critical Success Factor for Data Science].

作者信息

Neifer Thomas, Lawo Dennis, Bossauer Paul, Esau Margarita, Jerofejev Anna-Maria

机构信息

Information Systems, Universität Siegen, Siegen, Deutschland.

Wirtschaftswissenschaften, Hochschule Bonn-Rhein-Sieg, Sankt Augustin, Deutschland.

出版信息

HMD Prax Wirtsch Inform. 2020;57(5):1033-1046. doi: 10.1365/s40702-020-00662-3. Epub 2020 Oct 8.

DOI:10.1365/s40702-020-00662-3
PMID:40477177
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7543038/
Abstract

Due to the ongoing digitalization and the Big Data trend, an increasing amount of data is available. This results in many potentials-especially for companies. The ability to cope with and evaluate this data is reflected in the role of the data scientist, which is one of the most popular jobs at present. However, challenges arise from the integration of data into corporate strategy and culture. For example, complex data and analysis results must be communicated to stakeholders who are not data-affine. Data storytelling plays a decisive role here, because to use data to initiate change, understanding and motivation for the issue must first be created for every target group. However, data storytelling is still a niche topic. This article uses a systematic literature analysis to derive the success factors of data storytelling for an effective and efficient communication of data to support Data Scientists in research and practice in communicating data and results.

摘要

由于持续的数字化和大数据趋势,可用数据量不断增加。这带来了诸多潜力,尤其是对公司而言。应对和评估这些数据的能力体现在数据科学家的角色中,数据科学家是目前最热门的职业之一。然而,将数据整合到企业战略和文化中会产生挑战。例如,必须将复杂的数据和分析结果传达给对数据不太感兴趣的利益相关者。数据叙事在此起着决定性作用,因为要利用数据引发变革,必须首先为每个目标群体营造对该问题的理解和动力。然而,数据叙事仍是一个小众话题。本文采用系统的文献分析来推导数据叙事的成功因素,以便有效地将数据传达给支持数据科学家进行数据和结果交流的研究与实践人员。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1be6/7543038/f5cced97dcc2/40702_2020_662_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1be6/7543038/2256cbbc96ba/40702_2020_662_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1be6/7543038/b3b42ba46e95/40702_2020_662_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1be6/7543038/d7969814cb2f/40702_2020_662_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1be6/7543038/f5cced97dcc2/40702_2020_662_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1be6/7543038/2256cbbc96ba/40702_2020_662_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1be6/7543038/b3b42ba46e95/40702_2020_662_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1be6/7543038/d7969814cb2f/40702_2020_662_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1be6/7543038/f5cced97dcc2/40702_2020_662_Fig4_HTML.jpg

相似文献

1
[Data Storytelling as a Critical Success Factor for Data Science].[数据叙事作为数据科学的关键成功因素]
HMD Prax Wirtsch Inform. 2020;57(5):1033-1046. doi: 10.1365/s40702-020-00662-3. Epub 2020 Oct 8.
2
The future of Cochrane Neonatal.考克兰新生儿协作网的未来。
Early Hum Dev. 2020 Nov;150:105191. doi: 10.1016/j.earlhumdev.2020.105191. Epub 2020 Sep 12.
3
Digital storytelling as a method in health research: a systematic review protocol.数字故事作为健康研究中的一种方法:系统评价方案。
Syst Rev. 2018 Mar 5;7(1):41. doi: 10.1186/s13643-018-0704-y.
4
[Workshop report: Listening to stories: Using podcasts and storytelling to communicate science and evidence].[研讨会报告:倾听故事:利用播客和讲故事来传播科学与证据]
Z Evid Fortbild Qual Gesundhwes. 2019 Aug;144-145:84-89. doi: 10.1016/j.zefq.2019.07.004. Epub 2019 Jul 28.
5
The Storytelling Brain: How Neuroscience Stories Help Bridge the Gap between Research and Society.叙事大脑:神经科学故事如何帮助弥合研究与社会之间的差距。
J Neurosci. 2019 Oct 16;39(42):8285-8290. doi: 10.1523/JNEUROSCI.1180-19.2019.
6
Dialogues: The Science and Power of Storytelling.对话:故事的科学与力量。
J Neurosci. 2018 Oct 31;38(44):9468-9470. doi: 10.1523/JNEUROSCI.1942-18.2018.
7
Comparing the structures of storytelling and magic for science communication with an agent-based model.用基于主体的模型比较科学传播中故事叙述和魔术的结构。
Public Underst Sci. 2022 Jan;31(1):119-132. doi: 10.1177/09636625211022963. Epub 2021 Jun 23.
8
Digital storytelling within the Australian mining industry: worker engagement and health literacy indicator effects.澳大利亚采矿业中的数字化故事讲述:工人参与度和健康素养指标的影响。
Health Promot Int. 2022 Feb 17;37(1). doi: 10.1093/heapro/daab106.
9
Making Science Meaningful for Broad Audiences through Stories.通过故事让科学对广大受众具有意义。
Integr Comp Biol. 2018 Dec 1;58(6):1213-1223. doi: 10.1093/icb/icy103.
10
Using the Tools of Informal Science Education to Connect Science and the Public.运用非正式科学教育工具连接科学与公众。
J Microbiol Biol Educ. 2018 Mar 30;19(1). doi: 10.1128/jmbe.v19i1.1427. eCollection 2018.

本文引用的文献

1
The Emerging Genre of Data Comics.数据漫画这一新兴类型。
IEEE Comput Graph Appl. 2017;37(3):6-13. doi: 10.1109/MCG.2017.33.
2
More Than Telling a Story: Transforming Data into Visually Shared Stories.不止于讲述故事:将数据转化为可视化的共享故事。
IEEE Comput Graph Appl. 2015 Sep-Oct;35(5):84-90. doi: 10.1109/MCG.2015.99.
3
Narrative visualization: telling stories with data.叙事可视化:用数据讲故事。
IEEE Trans Vis Comput Graph. 2010 Nov-Dec;16(6):1139-48. doi: 10.1109/TVCG.2010.179.