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自下而上故事生成中的创造力:叙事驱动的非确定性模拟

Creativity in Story Generation From the Ground Up: Non-deterministic Simulation driven by Narrative
课程网址: http://videolectures.net/iccc2014_leon_story_generation/  
主讲教师: Carlos León
开课单位: 马德里康普顿斯大学
开课时间: 2014-08-08
课程语种: 英语
中文简介:
叙事中的创造力需要对知识进行仔细的管理,但专注于创造力的故事生成系统通常通过对事件和关系的高层次描述来规避这种细节层次。虽然这已被证明对情节生成有效,但叙事生成可以通过基于低水平模拟的扎根式动作表示大大丰富。这种详细程度和稳健的知识表示可以形成由叙事知识驱动的概念空间探索的基础,即通过指导构成故事的连续模拟状态的非确定性生成。本文介绍了实现该混合模型的故事生成系统STellA的更新版本,以及所述方法的相关优点的结果和讨论。
课程简介: Creativity in narrative requires careful management of knowledge but story generation systems focusing on creativity have typically circumvented this level of detail by using high level descriptions of events and relations. While this has proven effective for plot generation, narrative generation can be drastically enriched with a grounded representation of actions based on low level simulation. This level of detail and robust knowledge representation can form the basis for a conceptual space exploration driven by narrative knowledge, namely by guiding non-deterministic generation of successive simulation states composing a story. This paper presents and updated version of the story generation system STellA that implements this hybrid model, along with results and discussion on the relative benefits of the described approach.
关 键 词: 叙事; 创造力; 非确定性
课程来源: 视频讲座网
数据采集: 2021-10-28:zkj
最后编审: 2021-10-28:zkj
阅读次数: 61