人口因素对艺术文本用词的影响

IF 1.5 4区心理学 0 HUMANITIES, MULTIDISCIPLINARY

Empirical Studies of the Arts Pub Date : 2023-02-27 DOI:10.1177/02762374231159999

H. Ahn

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引用次数: 0

摘要

对文本分析的研究表明，文本可以揭示个体的各种特征，如个性、偏好或未来行为。然而，尽管文本分析在其他领域有许多应用，但在经验美学领域却很少受到关注。本研究旨在分析关于艺术品的文本，并使用一种基于神经嵌入的基于计算机的文本分析新框架，研究某些人口统计因素与词语使用之间的关系。参与者提供了不同流派和时代绘画的文本描述，以及性别、年龄、收入、博物馆参观频率和艺术品知识等人口统计信息。研究结果揭示了一些人口统计学因素与单词使用之间的显著关系，同时也突出了所提出的框架的有用性。

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The Influence of Demographic Factors on Word Usage in Texts Written About Artworks

Research on text analysis has demonstrated that texts can reveal various characteristics of individuals, such as personality, preferences, or future behavior. However, despite its numerous applications in other fields, text analysis has received very little attention in the field of empirical aesthetics. This study aimed to analyze texts written about artworks and examine the relationship between certain demographic factors and the use of words, using a novel framework for computer-based text analysis based on neural embedding. Participants provided textual descriptions of paintings from various genres and eras, along with demographic information such as gender, age, income, frequency of museum visits, and knowledge of artworks. The results revealed a significant relationship between some demographic factors and word usage, while also highlighting the usefulness of the proposed framework.

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来源期刊

Empirical Studies of the Arts Multiple-

CiteScore

2.60

自引率

0.00%

发文量

期刊介绍： Empirical Studies of the Arts (ART) aims to be an interdisciplinary forum for theoretical and empirical studies of aesthetics, creativity, and all of the arts. It spans anthropological, psychological, neuroscientific, semiotic, and sociological studies of the creation, perception, and appreciation of literary, musical, visual and other art forms. Whether you are an active researcher or an interested bystander, Empirical Studies of the Arts keeps you up to date on the latest trends in scientific studies of the arts.