故事理解中的知识激活

Irene-Anna N. Diakidoy, Loizos Michael, A. Kakas
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引用次数: 2

摘要

本研究的目的是提供读者在故事理解过程中激活的世界知识的行为数据,以期为知识的形式表示和计算表示的发展提供信息。研究的重点是激活知识的数量、结构和连贯功能。在知识启发任务中,本科生以性质和因果知识规则的形式记录他们认为理解四篇小故事中每句话所必需的知识。结果表明,激活了有限数量的知识,维持了与输入的情景和概念联系。情境推理和连续性(即延续先前激活的想法)是积极相关的,并且随着故事部分的功能而变化。本文讨论了与叙事理解的主流理论模型相关的研究结果,以及它们对自动故事理解中知识的计算表示的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Knowledge Activation in Story Comprehension
The purpose of this study was to provide behavioral data regarding the world knowledge that readers activate during story comprehension with a view to inform the development of formal and computational representation of knowledge for automated comprehension. The focus of the study was on the amount, the structural aspects, and the coherence function of the activated knowledge. In a knowledge elicitation task, undergraduate students recorded the knowledge they deemed necessary for understanding each sentence in a set of four short stories in the form of property and causal knowledge rules. Results indicated the activation of a limited amount of knowledge that maintained both situational and conceptual connections with input. Situational inferencing and continuity (i.e., carrying over of previously activated ideas) were positively associated and varied as a function of story part. Findings are discussed in relation to dominant theoretical models of narrative comprehension and for their implications regarding the computational representation of knowledge in automated story comprehension.
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