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Multilayer Network Model of Movie Script

机译:电影脚本的多层网络模型

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摘要

Network models have been increasingly used in the past years to support summarization and analysis of narratives, such as famous TV series, books and news. Inspired by social network analysis, most of these models focus on the characters at play. The network model well captures all characters interactions, giving a broad picture of the narration's content. A few works went beyond by introducing additional semantic elements, always captured in a single layer network. In contrast, we introduce in this work a multilayer network model to capture more elements of the narration of a movie from its script: people, locations, and other semantic elements. This model enables new measures and insights on movies. We demonstrate this model on two very popular movies.
机译:过去几年中,越来越多地使用网络模型来支持叙事的总结和分析,例如著名的电视连续剧,书籍和新闻。受社交网络分析的启发,这些模型大部分都集中在游戏角色上。网络模型很好地捕获了所有角色的互动,从而使叙述内容具有广阔的前景。通过引入额外的语义元素(超出了通常在单层网络中捕获的语义元素),一些著作超出了范围。相反,我们在这项工作中引入了多层网络模型,以从电影脚本中捕获电影叙事的更多元素:人物,位置和其他语义元素。此模型可以使电影获得新的衡量标准和见解。我们在两部非常受欢迎的电影中演示了该模型。

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