Sparking creativity: Encouraging creative idea generation through automatically generated word recommendations.

IF 5.4 3区 材料科学 Q2 CHEMISTRY, PHYSICAL
ACS Applied Energy Materials Pub Date : 2024-10-01 Epub Date: 2024-07-16 DOI:10.3758/s13428-024-02463-8
Talia A Wise, Yoed N Kenett
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引用次数: 0

Abstract

Creative block is a familiar foe to any who attempt to create and is especially related to "writers block". While significant effort has been focused on developing methods to break such blocks, it remains an active challenge. Here, we focus on the role of semantic memory structure in driving creative block, by having people get "stuck" in a certain part of their semantic memory network. We directly examine whether we can "pull out" a participant from where they got "stuck" in their semantic memory, breaking their creative impasse. Our Associative Creativity Sparker (ACS) is a cognitive network science-based online tool that aims to spark creative ideas and break creative impasse: Once a participant runs out of ideas in a creative idea generation task, word recommendations are suggested to prime new ideas. These word recommendations are either towards or away from previous ideas, as well as close or far from the target object, based on a conceptual space extracted from the participants responses using online text analysis. In Study 1, 121 participants use the ACS to generate creative alternative uses for five different objects and completed creativity and Gf tasks. In Study 2, we repeat the design of Study 1, but further examine the impact of writing experience on the ACS, by examining 120 novice and 120 experienced writers. Across both studies, our results indicate that the location of word recommendations affects the fluency and originality of one's ideas, and that novice and experienced writers differently benefit from these word recommendations.

Abstract Image

激发创造力:通过自动生成的单词推荐鼓励创意的产生。
对于任何尝试创作的人来说,创作障碍都是一个熟悉的敌人,尤其与 "作家障碍 "有关。虽然人们一直在努力开发打破这种障碍的方法,但它仍然是一项严峻的挑战。在这里,我们通过让人们 "卡 "在语义记忆网络的某个部分,重点研究语义记忆结构在推动创作障碍方面的作用。我们直接研究能否将受试者从其语义记忆 "卡住 "的地方 "拉出来",从而打破他们的创意僵局。我们的联想创造力激发器(ACS)是一种基于认知网络科学的在线工具,旨在激发创造性想法,打破创造性僵局:一旦受试者在创意生成任务中耗尽了创意,系统就会为其推荐词语,以激发新的创意。这些推荐词或与之前的创意相近或相远,或与目标对象相近或相远,都是基于使用在线文本分析从参与者的回答中提取的概念空间。在研究 1 中,121 名参与者使用 ACS 为五种不同的物品生成了创意替代用途,并完成了创意和 Gf 任务。在研究 2 中,我们重复了研究 1 的设计,但通过对 120 名写作新手和 120 名写作老手的研究,进一步考察了写作经验对 ACS 的影响。在这两项研究中,我们的结果表明,词语推荐的位置会影响一个人想法的流畅性和独创性,而且新手和经验丰富的写作者会从这些词语推荐中获得不同的益处。
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来源期刊
ACS Applied Energy Materials
ACS Applied Energy Materials Materials Science-Materials Chemistry
CiteScore
10.30
自引率
6.20%
发文量
1368
期刊介绍: ACS Applied Energy Materials is an interdisciplinary journal publishing original research covering all aspects of materials, engineering, chemistry, physics and biology relevant to energy conversion and storage. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important energy applications.
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