Li He,Yoed N Kenett,Kaixiang Zhuang,Jiangzhou Sun,Qunlin Chen,Jiang Qiu
{"title":"Connector hubs in semantic network contribute to creative thinking.","authors":"Li He,Yoed N Kenett,Kaixiang Zhuang,Jiangzhou Sun,Qunlin Chen,Jiang Qiu","doi":"10.1037/xge0001675","DOIUrl":null,"url":null,"abstract":"Semantic memory offers a rich repository of raw materials (e.g., various concepts and connections between concepts) for creative thinking, represented as a semantic network. Similar to other networks, the semantic network exhibits a modular structure characterized by modules with dense internal connections and sparse connections between them. This organizational principle facilitates the routine storage and retrieval of information but may impede creativity. The present study investigated the effect of hub concepts with varying connection patterns on creative thinking from the perspective of a modular structured semantic network. By analyzing a large-scale semantic network, connector hubs (C-hubs) and provincial hubs (P-hubs) were identified based on their intra- and intermodule connections. These hubs were used as cue words in the alternative uses task, a widely used measure of creative thinking. Across four experiments, behavioral and neural evidence indicated that C-hubs facilitate the generation of more novel and remote ideas compared to P-hubs. However, this effect is predominantly observed in the early stage of the creative thinking process, involving changes in brain activation and functional connectivity in core regions of the default mode network and the frontoparietal network, including the dorsolateral prefrontal cortex, angular gyrus, and precuneus. Neural findings suggest that the superior performance of C-hubs relies on stronger interactions between automatic spreading activation, controlled semantic retrieval, and attentional regulation of salient information. These results provide insight into how concepts with varying semantic connection patterns facilitate and constrain different stages of the creative thinking process through the modular structure of semantic network. (PsycInfo Database Record (c) 2024 APA, all rights reserved).","PeriodicalId":3,"journal":{"name":"ACS Applied Electronic Materials","volume":null,"pages":null},"PeriodicalIF":4.3000,"publicationDate":"2024-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Electronic Materials","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1037/xge0001675","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
Semantic memory offers a rich repository of raw materials (e.g., various concepts and connections between concepts) for creative thinking, represented as a semantic network. Similar to other networks, the semantic network exhibits a modular structure characterized by modules with dense internal connections and sparse connections between them. This organizational principle facilitates the routine storage and retrieval of information but may impede creativity. The present study investigated the effect of hub concepts with varying connection patterns on creative thinking from the perspective of a modular structured semantic network. By analyzing a large-scale semantic network, connector hubs (C-hubs) and provincial hubs (P-hubs) were identified based on their intra- and intermodule connections. These hubs were used as cue words in the alternative uses task, a widely used measure of creative thinking. Across four experiments, behavioral and neural evidence indicated that C-hubs facilitate the generation of more novel and remote ideas compared to P-hubs. However, this effect is predominantly observed in the early stage of the creative thinking process, involving changes in brain activation and functional connectivity in core regions of the default mode network and the frontoparietal network, including the dorsolateral prefrontal cortex, angular gyrus, and precuneus. Neural findings suggest that the superior performance of C-hubs relies on stronger interactions between automatic spreading activation, controlled semantic retrieval, and attentional regulation of salient information. These results provide insight into how concepts with varying semantic connection patterns facilitate and constrain different stages of the creative thinking process through the modular structure of semantic network. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
语义记忆为创造性思维提供了丰富的原材料库(如各种概念和概念之间的联系),表现为语义网络。与其他网络类似,语义网络呈现模块化结构,其特点是模块内部联系密集,模块之间的联系稀疏。这种组织原则有利于信息的常规存储和检索,但可能会阻碍创造力的发挥。本研究从模块化结构语义网络的角度,研究了具有不同连接模式的枢纽概念对创造性思维的影响。通过分析大规模语义网络,根据模块内和模块间的连接,确定了连接器枢纽(C-枢纽)和省枢纽(P-枢纽)。这些枢纽在另类使用任务中被用作提示词,这是一种广泛用于衡量创造性思维的方法。在四项实验中,行为和神经证据表明,与 P 中枢相比,C 中枢有助于产生更多新颖和遥远的想法。不过,这种效应主要出现在创造性思维过程的早期阶段,涉及默认模式网络和前顶叶网络核心区域(包括背外侧前额叶皮层、角回和楔前区)的大脑激活和功能连接变化。神经研究结果表明,C-枢纽的卓越表现依赖于自动扩散激活、受控语义检索和对突出信息的注意调节之间更强的相互作用。这些结果让我们深入了解了具有不同语义连接模式的概念是如何通过语义网络的模块化结构促进和制约创造性思维过程的不同阶段的。(PsycInfo Database Record (c) 2024 APA, 版权所有)。