Literature DB >> 32180060

On abstraction: decoupling conceptual concreteness and categorical specificity.

Marianna Bolognesi1, Christian Burgers2,3, Tommaso Caselli4.   

Abstract

Conceptual concreteness and categorical specificity are two continuous variables that allow distinguishing, for example, justice (low concreteness) from banana (high concreteness) and furniture (low specificity) from rocking chair (high specificity). The relation between these two variables is unclear, with some scholars suggesting that they might be highly correlated. In this study, we operationalize both variables and conduct a series of analyses on a sample of > 13,000 nouns, to investigate the relationship between them. Concreteness is operationalized by means of concreteness ratings, and specificity is operationalized as the relative position of the words in the WordNet taxonomy, which proxies this variable in the hypernym semantic relation. Findings from our studies show only a moderate correlation between concreteness and specificity. Moreover, the intersection of the two variables generates four groups of words that seem to denote qualitatively different types of concepts, which are, respectively, highly specific and highly concrete (typical concrete concepts denoting individual nouns), highly specific and highly abstract (among them many words denoting human-born creation and concepts within the social reality domains), highly generic and highly concrete (among which many mass nouns, or uncountable nouns), and highly generic and highly abstract (typical abstract concepts which are likely to be loaded with affective information, as suggested by previous literature). These results suggest that future studies should consider concreteness and specificity as two distinct dimensions of the general phenomenon called abstraction.

Entities:  

Keywords:  Abstract concepts; Abstraction; Concrete concepts; Generic categories; Specific categories

Year:  2020        PMID: 32180060     DOI: 10.1007/s10339-020-00965-9

Source DB:  PubMed          Journal:  Cogn Process        ISSN: 1612-4782


  3 in total

1.  Specificity ratings for Italian data.

Authors:  Marianna Marcella Bolognesi; Tommaso Caselli
Journal:  Behav Res Methods       Date:  2022-09-26

2.  Distributional Measures of Semantic Abstraction.

Authors:  Sabine Schulte Im Walde; Diego Frassinelli
Journal:  Front Artif Intell       Date:  2022-02-08

3.  A test of indirect grounding of abstract concepts using multimodal distributional semantics.

Authors:  Akira Utsumi
Journal:  Front Psychol       Date:  2022-10-04
  3 in total

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