年龄对语义连贯的影响:基于字母流畅性数据的潜在语义分析

Petter Marklund, Sverker Sikstrom, Rasmus Bååth, L. Nilsson
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引用次数: 7

摘要

我们研究了两个字母流畅性任务中连续生成的单词之间语义距离的年龄相关变化,这些变化与执行控制的要求不同。用潜在语义分析(Latent semantic Analysis, LSA)测量语义距离。结果表明,与年轻人相比,老年人在连续生成的项目之间的语义距离更大,这种影响在要求更高的流畅性任务中尤为明显。综上所述,我们的研究结果支持了老年人的语义网络与年轻人相比不那么明显的观点,同时也证明了LSA作为描述语言生成任务行为数据中固有语义组织的多方面的强大工具的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Age Effects on Semantic Coherence: Latent Semantic Analysis Applied to Letter Fluency Data
We investigated age-related changes in the semantic distance between successively generated words in two letter fluency tasks differing with respect to demands placed on executive control. The semantic distance was measured by Latent Semantic Analysis (LSA). The results show that older people have a larger semantic distance between successively generated items than young people, and that this effect is particularly pronounced in the more demanding fluency task. Taken together, our findings support the idea that elderly have a less distinct semantic network compared to young people while also demonstrating the feasibility of LSA as a powerful tool for delineating multifaceted aspects of semantic organization inherent in behavioural data from language production tasks.
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