Evolving Lattices for Analyzing Behavioral Dynamics of Characters in Literary Text
Evolving Lattices for Analyzing Behavioral Dynamics of Characters in Literary Text
复制标题
用于分析文学文本中人物行为动力学的演化网格
DOI：
10.3390/fis2010-00320
复制
发表时间：
2010
影响因子：
4.3
通讯作者：
E. Kitamura
中科院分区：
文献类型：
--
作者：
E. Kitamura
本文是关于应用粗糙集派生格来分析文学文本的动态。由于粗糙集理论的双重逼近性质，从两个不同的等价关系获得的伪闭包允许我们形成任意格。此外，这种具有不同等价关系的双重近似允许我们基于两种解释获得晶格不动点。用于文学文本分析的两种解释是主题及其属性。为此应用程序选择的属性是动词。故事的进展是由动词（或事件发生）的顺序定义的。通过固定窗口大小并将窗口沿着故事台阶滑动，我们获得了一个表示该窗口框架内主体及其属性之间关系的格子。所得的晶格提供诸如互补性（晶格补体存在率）和分配性（晶格补体占有率）等信息。这些测量取决于字符属性之间的重叠和不重叠。随着故事的发展，新的角色和属性被提供作为格子的来源，人们可以观察到它的演变。事实上，场景中行为动态的巨大变化反映在角色属性关系的特定变化中。这种方法让我们能够量化故事中角色行为动态的发展。
This paper is about an application of rough set derived lattices in order to analyze the dynamics of literary text. Due to the double approximation nature of rough set theory, a pseudo-closure obtained from two different equivalence relations allows us to form arbitrary lattices. Moreover, such double approximations with different equivalence relations permit us to obtain lattice fixed points based on two interpretations. The two interpretations used for literary text analysis are subjects and their attributes. The attributes chosen for this application are verbs. The progression of a story is defined by the sequence of verbs (or event occurrences). By fixing a window size and sliding the window down the story steps, we obtain a lattice representing the relationship between subjects and their attributes within that window frame. The resulting lattice provides information such as complementarity (lattice complement existence rate) and distributivity (lattice complement possession rate). These measurements depend on the overlap and the lack of overlap among the attributes of characters. As the story develops and new character and attributes are provided as the source of lattices, one can observe its evolution. In fact, a dramatic change in the behavior dynamics in a scene is reflected in the particular shifts in the character-attribute relationship. This method lets us quantify the developments of character behavioral dynamics in a story.
DOI：
10.1007/978-3-642-14467-7_11
发表时间：
2010-01-01
期刊：
TRANSACTIONS ON ROUGH SETS XII
影响因子：
--
作者：
Gunji, Yukio-Pegio;Haruna, Taichi
通讯作者：
Haruna, Taichi