Towards a Computational Model of Narrative Visualization

Author:

Baikadi Alok,Goth Julius,Mitchell Christopher,Ha Eun,Mott Bradford,Lester James

Abstract

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.

Publisher

Association for the Advancement of Artificial Intelligence (AAAI)

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A survey on narrative extraction from textual data;Artificial Intelligence Review;2023-01-06

2. Cine-AI: Generating Video Game Cutscenes in the Style of Human Directors;Proceedings of the ACM on Human-Computer Interaction;2022-10-25

3. Leveraging Student Goal Setting for Real-Time Plan Recognition in Game-Based Learning;Lecture Notes in Computer Science;2022

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