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自动化虚构思维的基线方法

Baseline Methods for Automated Fictional Ideation
课程网址: http://videolectures.net/iccc2014_llano_fictional_ideation/  
主讲教师: Maria Teresa Llano
开课单位: 伦敦大学
开课时间: 2014-08-08
课程语种: 英语
中文简介:
虚构思想(意念)的发明通常是诗歌、音乐和绘画等艺术品创作生产的一个中心过程,但在计算创造力界几乎没有人研究过。我们在这里提出了三种自动虚构构思的基本方法,使用从ConceptNet和ReVerb数据库中反转和改变事实的方法,并执行双社会发现。对于每种方法,我们通过计算通过典型性评估的想法的比例来进行策展分析。我们通过一个众包实验进一步评估了一种构思方法,参与者被要求对想法进行排序。这项研究的结果,以及这里介绍的基线方法和方法,构成了一个坚实的基础,在这个基础上,可以建立更复杂的具有评估能力的自动思维模型。
课程简介: The invention of fictional ideas (ideation) is often a central process in the creative production of artefacts such as poems, music and paintings, but has barely been studied in the Computational Creativity community. We present here three baseline approaches for automated fictional ideation, using methods which invert and alter facts from the ConceptNet and ReVerb databases, and perform bisociative discovery. For each method, we present a curation analysis, by calculating the proportion of ideas which pass a typicality evaluation. We further evaluate one ideation approach through a crowd-sourcing experiment in which participants were asked to rank ideas. The results from this study, and the baseline methods and methodologies presented here, constitute a firm basis on which to build more sophisticated models for automated ideation with evaluative capacity.
关 键 词: 意念; 思维模型; 虚构思维
课程来源: 视频讲座网
数据采集: 2020-11-09:yxd
最后编审: 2020-11-09:yxd
阅读次数: 54