A pompous snack: On the unreasonable complexity of the world's third-worst jokes.

IF 1.1 4区 心理学 Q4 PSYCHOLOGY, EXPERIMENTAL Canadian Journal of Experimental Psychology-Revue Canadienne De Psychologie Experimentale Pub Date : 2021-12-01 Epub Date: 2021-03-25 DOI:10.1037/cep0000234
Chris Westbury, Geoff Hollis
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引用次数: 1

Abstract

Although studies of humour are as old as the Western academic tradition, most theories are too vague to allow for modelling and prediction of humour judgments. Previous work in modelling humour judgments has succeeded by focusing on the world's worst jokes: the slight humour of single nonwords (Westbury, Shaoul, Moroschan, & Ramscar, 2016) and single words (Westbury & Hollis, 2019). Here that work is extended to the world's third-worst jokes, adjective-noun pairs such as dancing dildo, flabby goldfish, and pompous snack. Participants used best-worst scaling to rate the humour of random word pairs. Those judgments were modelled using both linear regression and genetic programming, which is not constrained by assumptions of linearity. The linear regression models were as successful as the nonlinear models at predicting humour judgments, accounting for 27% of the variance in a 540-item validation set. Predictors associated only with the noun and with the relationship between the adjective and noun accounted for much more variance (over 14% each) than predictors associated only with the adjective (6.3%). Greater cosine distance of the adjective word2vec vector from the vectors of the shared neighbors of the noun and adjective is associated with higher humour ratings, whereas the opposite relationship is true for the noun. This captures a form of incongruity not seen in single items, by which neighbours of the adjective become unexpectedly relevant only when the noun brings them into focus. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

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一种浮夸的零食:关于世界第三糟糕笑话的不合理复杂性。
尽管对幽默的研究与西方学术传统一样古老,但大多数理论都太模糊,无法对幽默的判断进行建模和预测。之前的幽默判断建模工作成功地关注了世界上最糟糕的笑话:单个非单词的轻微幽默(Westbury, Shaoul, Moroschan, & Ramscar, 2016)和单个单词(Westbury & Hollis, 2019)。在这里,这项工作扩展到世界上第三糟糕的笑话,形容词-名词组合,如跳舞的假阳具,松弛的金鱼和浮夸的小吃。参与者使用最佳-最差尺度来评价随机单词对的幽默程度。这些判断使用线性回归和遗传规划建模,不受线性假设的约束。线性回归模型在预测幽默判断方面与非线性模型一样成功,在540个项目的验证集中占27%的方差。与仅与形容词相关的预测因子(6.3%)相比,仅与名词和形容词与名词之间的关系相关的预测因子占比更大(分别超过14%)。形容词word2vec向量与名词和形容词的共同邻居向量的余弦距离越大,幽默评分越高,而名词的关系则相反。这抓住了一种不协调的形式,这种不协调在单个项目中是看不到的,通过这种不协调,形容词的邻居只有在名词使它们成为焦点时才会出乎意料地相关。(PsycInfo Database Record (c) 2021 APA,版权所有)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
2.30
自引率
7.70%
发文量
40
期刊介绍: The Canadian Journal of Experimental Psychology publishes original research papers that advance understanding of the field of experimental psychology, broadly considered. This includes, but is not restricted to, cognition, perception, motor performance, attention, memory, learning, language, decision making, development, comparative psychology, and neuroscience. The journal publishes - papers reporting empirical results that advance knowledge in a particular research area; - papers describing theoretical, methodological, or conceptual advances that are relevant to the interpretation of empirical evidence in the field; - brief reports (less than 2,500 words for the main text) that describe new results or analyses with clear theoretical or methodological import.
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