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Plan-based narrative generation with coordinated subplots

机译:具有协调子图的基于计划的叙事生成

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摘要

Despite recent progress in plan-based narrative generation,udone major limitation is that systems tend to produce a singleudplotline whose progression entirely determines the narrative experience.udHowever, for certain narrative genres such as serial dramas andudsoaps, multiple interleaved subplots are expected by the audience, asudthis tends to be the norm in real-world, human-authored narratives.udCurrent narrative generation techniques have overlooked this importantudrequirement, something which could improve the perceivedudquality of generated stories. To this end, we have developed a flexibleudplan-based approach to multiplot narrative generation, that successfullyudgenerates narratives conforming to different subplot profiles,udin terms of the number of subplots interleaved and the relative timeudspent on each presentation. We have identified specific challengesudsuch as: distribution of virtual characters across subplots; length ofudeach subplot presentation; and transitioning between subplots.udIn this paper, we overview this approach and describe its operationudin a prototype Interactive Storytelling (IS) System set in the serialuddrama genre. Results of experiments with the system demonstrate itsudusability. Furthermore, results of a user study highlight the potentialudof the approach, with clear user preference for presentations thatudfeature interleaved multiple subplots.
机译:尽管基于计划的叙事方式取得了最新进展, udone的主要局限性在于系统倾向于生成单个 udplotline,其进度完全决定了叙事体验。 ud但是,对于某些叙事类型(例如连续剧和 udsoaps),多个交错的子图观众期望,因为这往往是现实世界中人工创作的叙事的规范。当前的叙事生成技术已经忽略了这一重要的需求,这可以改善生成的故事的感知质量。为此,我们开发了一种基于 udplan的灵活方法,用于多情节叙事的生成,可以成功评估符合不同子情节配置文件的叙事 udin交织的子图的数量和每个演示文稿的相对时间 uds。我们已经确定了具体的挑战,例如:在子图中分布虚拟角色; udeach子图表示的长度; ud在本文中,我们概述了这种方法,并在串行 uddrama类型的原型交互式讲故事(IS)系统中描述了它的操作 ud。该系统的实验结果证明了它的可使用性。此外,用户研究的结果突显了该方法的潜力,明确的用户偏爱呈现交叉多个子图的演示。

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