Visualization of Narrative Structure Analysis of sentiments and character interaction in fiction

نویسندگان

  • Natalia Y. Bilenko
  • Helen Wills
  • Asako Miyakawa
  • Haruki Murakami
چکیده

In this work, we visualized two aspects of narrative structure: character interactions and relative emotional trajectory. We performed the analysis for three different books: The Glass Menagerie by Tennessee Williams, Kafka on the Shore by Haruki Murakami, and The Hobbit by J.R.R. Tolkien. We visualize character relationships in a dynamic graph that displays the evolution of connections between characters throughout the book. We show emotional polarity and intensity in a color-coded sentiment bar plot that provides access to the original text. The emotional path of each character through the book can be traced by selecting a character, which highlights the sentences in the sentiment plot where this character appears. Our result is a visualization that provides an at-a-glance impression of the book as well as a method for exploring the plot details. We hope that this method of visual book summarization will be useful both for commercial applications such as book shopping or e-readers, as well as for succinct literary analysis.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Comparison of Relationship between Text and Picture in the Selected Iranian and Contemporary American-European Illustrated-Fiction Books Based on the Theory of Maria Nikolajeva and Carole Scott

Illustrated-fiction books are special forms of art that are the combination of text and picture. The relationship between text and picture in this genre is diverse and variegated, and has different effects on the audience; however, little research has been done about it. The goal of this research is to compare text/picture relationship in the selected Iranian and contemporary American-European ...

متن کامل

Mapping Out Narrative Structures and Dynamics Using Networks and Textual Information

Human communication is often executed in the form of a narrative, an account of connected events composed of characters, actions, and settings. A coherent narrative structure is therefore a requisite for a well-formulated narrative – be it fictional or nonfictional – for informative and effective communication, opening up the possibility of a deeper understanding of a narrative by studying its ...

متن کامل

Visualizing Narratives

A narrative is an ordered sequence of connected events, usually involving multiple participants. Most existing visualization techniques represent narratives as a node-link graph where a sequence of links shows the evolution of causal and temporal relationships between characters in the narrative. These techniques make a number of simplifying assumptions about the narrative structure, however. T...

متن کامل

Narration in Joseph Conrad's Lord Jim: A Postcolonial Reading

This study is an attempt at a colonial and postcolonial reading of Joseph Conrad’s Lord Jim. It is specifically focused on the narrative strategies used in the novel. In other words, it investigates the connection between the narrative strategy and a possible tone of imperialism in Conrad’s novel. For the introduction, a brief review of Conrad’s manner of writing and his peculiar ambiguity is p...

متن کامل

Toni Morrison’s Song of Solomon: A Paragon of Trauma Fiction

Morrison’s Song of Solomon could be viewed as a paragon of trauma fiction. Since no narrative of trauma can be told in a linear way, Morrison tries to depict the overwhelming power of trauma through a non-linear narrative, episodic delivery, and flashbacks. Accordingly, the readers are compelled to concoct the disjointed and fragmented memories in order to solve the riddle of the text, in which...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013