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The Simpsons did it: Exploring the film trope space and its large scale structure

机译:SIMPSONS(SIMPSONS)是:探索薄膜拖波空间及其大规模结构

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摘要

Creating a story is a challenging task due to the the complex relations between the parts that make it up, which is why many new stories are built on those cohesive elements or patterns, called tropes that have been shown to work in the past. A trope is a recurring storytelling device or pattern, or sometimes a meta-element, used by the authors to express ideas that the audience can recognize or relate to, such as the Hero’s Journey . Discovering tropes and how they cluster in popular works and doing it at scale to generate new plots may benefit writers; in this paper, we analyze them and use a principled procedure to identify trope combinations, or communities, that could possible be successful. The degree of development of these different communities can help us identify areas that are under-developed and, thus, susceptible to such a type of development. To detect these communities, with their associated degree of development and interest, we propose a methodology based on scientometric and complex network analysis techniques. As a secondary objective, we will obtain a general perspective in the trope and films network: the tropesphere . We have used a dataset of 10,766 movies and 25,776 tropes associated with them, together with rating, genres and popularity. Our analysis has shown that not only there are different trope communities associated with specific genres, and that there are significant differences between the rating and popularity of these communities but also there are differences on the level of development between them: emerging/declining, specific, transversal or motor.
机译:创建故事是一个具有挑战性的任务,因为弥补了零件之间的关系,这就是为什么许多新故事建立在那些被称为Tropes过去的凝聚力元素或图案上的原因。牵引者是一个经常性的讲故事装置或模式,或有时是元素,由作者使用,以表达观众可以识别或与英雄的旅程相关的想法。发现Tropes以及他们如何在流行的作品中群集,并在规模上进行以生成新的地块,可能会使作者受益;在本文中,我们分析了它们,并使用原则的程序来识别轨迹组合,或社区,可以成功。这些不同社区的发展程度可以帮助我们识别出于发达的区域,从而易受这种类型的发展。为了检测这些社区,具有相关程度的发展和兴趣,我们提出了一种基于SCHECURY和复杂的网络分析技术的方法。作为次要目标,我们将在拖车和电影网络中获得一般的视角:Tropesphere。我们使用了与他们相关的10,766部电影和25,776部Tropes的数据集,以及评级,流派和人气。我们的分析表明,不仅存在与特定类型相关的不同牵引社区,这些社区的评级和普及之间存在显着差异,而且对它们之间的发展水平存在差异:新兴/下降,具体,横向或电机。

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