AI-crafted narratives: an empirical study on generating interactive stories using generative pre-training transformers

IF 3.5 2区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Ana Carolina de Souza Mendes, Mason Adsero, Joshua Palicka, Nurulla Zholdoshov, Xin Zhao
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引用次数: 0

Abstract

Interactive storytelling, which has long captivated audiences, is embracing evolution. Dungeons & Dragons, a timeless example of open-ended interactive storytelling, has entered the digital realm, with platforms such as AI Dungeon employing large-language models to enhance the experience. Amid the growing utilization of Chat-GPT and concerns regarding AI’s potential to replace jobs, this empirical study examines the capability of GPT-3.5 and GPT-4 to autonomously generate an engaging interactive narrative, alongside the necessary Twine code for compiling the story. To assess the quality of the generated story, user perceptions of its authorship, and its future, an accompanying survey was conducted. The result shows that even though some concerns arise regarding authorship, AI is promising in the field of generating interactive stories.

人工智能精心制作的叙事:使用生成式预训练变压器生成交互式故事的实证研究
长期以来一直吸引着观众的互动叙事方式正在接受进化。《龙与地下城》(Dungeons & Dragons)是开放式互动故事叙述的永恒典范,如今已进入数字领域,AI Dungeon等平台采用了大型语言模型来增强游戏体验。随着Chat-GPT的使用越来越多,以及人们对人工智能可能取代工作的担忧,本实证研究考察了GPT-3.5和GPT-4自主生成引人入胜的交互式叙事的能力,以及编写故事所需的Twine代码。为了评估所生成故事的质量、用户对其作者身份的看法及其未来,进行了一项附带调查。结果表明,尽管出现了一些关于作者的担忧,但人工智能在生成互动故事领域是有前途的。
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来源期刊
Applied Intelligence
Applied Intelligence 工程技术-计算机:人工智能
CiteScore
6.60
自引率
20.80%
发文量
1361
审稿时长
5.9 months
期刊介绍: With a focus on research in artificial intelligence and neural networks, this journal addresses issues involving solutions of real-life manufacturing, defense, management, government and industrial problems which are too complex to be solved through conventional approaches and require the simulation of intelligent thought processes, heuristics, applications of knowledge, and distributed and parallel processing. The integration of these multiple approaches in solving complex problems is of particular importance. The journal presents new and original research and technological developments, addressing real and complex issues applicable to difficult problems. It provides a medium for exchanging scientific research and technological achievements accomplished by the international community.
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