"Plot Extraction and the Visualization of Narrative Flow" by Michael A. DeBuse

Abstract

In order to facilitate the automated extraction of complex features and structures within narrative, namely plot in this study, two proof-of-concept methods of narrative visualization are presented with the goal of representing the plot of the narrative. Plot is defined to give a basis for quality assessment and comparison. The first visualization presented is a scatter-plot of entities within the story, but due to failing to uphold the definition of plot, in-depth analysis is not performed. The second visualization presented is a graph structure that better represents a mapping of the plot of the story. Narrative structures commonly found within the plot maps are shown and discussed, and comparisons with ground-truth plot maps are made, showing that this method of visualization represents the plot and narrative flow of the stories.

Degree

MS

College and Department

Physical and Mathematical Sciences; Computer Science

Rights

https://lib.byu.edu/about/copyright/

Date Submitted

2021-07-20

Document Type

Thesis

Handle

http://hdl.lib.byu.edu/1877/etd12497

Keywords

natural language processing, computational linguistics, digital humanities, narrative flow, content extraction, plot, narrative visualization

Language

english

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