Towards a Computational Model of Narrative Visualization
Towards a Computational Model of Narrative Visualization
复制标题
走向叙事可视化的计算模型
DOI：
10.1609/aiide.v7i2.12470
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发表时间：
2011
期刊：
影响因子：
--
通讯作者：
James C. Lester
中科院分区：
文献类型：
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作者：
Alok Baikadi;Julius Goth;C. Mitchell;Eun Ha;Bradford W. Mott;James C. Lester
近年来，叙事可视化的任务一直是越来越受关注的主题。与数据可视化非常相似，叙事可视化为用户提供了关于“故事数据”的信息丰富且美观的视角。自动创建视觉表示ofnarratives提出了重大的计算挑战，由于复杂的情感和因果关系的元素，除其他外，必须实现可视化。此外，由新手作家撰写的叙事作品由于不符合语法的文本而产生的不流畅性带来了额外的挑战。在本文中，我们介绍了叙事剧场，在我们的实验室正在开发的叙事可视化系统，从中学作家的文本生成叙事可视化。NARRATIVE THEATRE由一个丰富的写作界面、一个健壮的自然语言处理器、一个叙事推理器和一个故事板生成器组成。我们讨论了与叙事可视化有关的设计问题，介绍了叙事剧场，并描述了为研究叙事可视化而收集的叙事语料库。最后，我们讨论了叙事可视化的研究议程。
The task of narrative visualization has been the subject of increasing interest in recent years. Much like data visualization, narrative visualization offers users an informative and aesthetically pleasing perspective on “storydata.” Automatically creating visual representations ofnarratives poses significant computational challenges due to the complex affective and causal elements, among other things, that must be realized in visualizations. In addition, narratives that are composed by novice writers pose additional challenges due to the disfluencies stemming from ungrammatical text. In this paper, we introduce the NARRATIVE THEATRE, a narrative visualization system under development in our laboratory that generates narrative visualizations from middle school writers’ text. The NARRATIVE THEATRE consists of a rich writing interface, a robust natural language processor, a narrative reasoner, and a storyboard generator. We discuss design issues bearing on narrative visualization, introduce the NARRATIVE THEATRE, and describe narrative corpora that have been collected to study narrative visualization. We conclude with a discussion of a narrative visualization research agenda.