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TACO: A Turkish database for abstract concepts.

Francesca Conca1, Daniela M Gibbons1, Başak Bayram2

  • 1ICoN Cognitive Neuroscience Center, Institute for Advanced Studies, IUSS, Pavia, Italy.

Behavior Research Methods
|April 29, 2024
PubMed
Summary
This summary is machine-generated.

This study introduces the Turkish Abstract Concept database (TACO), offering a new resource for understanding abstract concept organization across languages. TACO reveals mental states as dominant but concepts as multidimensional, including political terms.

Keywords:
Abstract conceptsLinguistic normsSemantic memory

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Area of Science:

  • Cognitive Psychology
  • Neuroscience
  • Linguistics

Background:

  • Abstract concept organization is linked to brain regions and studied using linguistic stimuli.
  • Existing research is limited by English-centric data and varying concept classes.
  • Cross-linguistic and cultural differences in conceptual knowledge are under-explored.

Purpose of the Study:

  • To develop a comprehensive Turkish database for abstract concepts (TACO).
  • To include understudied concept classes like political terms.
  • To facilitate cross-linguistic and cross-cultural research on semantic representations.

Main Methods:

  • Collected ratings for 503 Turkish words (78 concrete, 425 abstract) from 134 speakers.
  • Assessed dimensions: familiarity, imageability, age of acquisition, valence, arousal, quantity, space, theoretical, social, mental state, and political.
  • Utilized principal component analysis (PCA) on semantic dimensions.

Main Results:

  • Mental state emerged as the dominant dimension for most concepts.
  • Low exclusivity scores indicate concepts are multidimensional.
  • PCA identified three components: social/mental state vs. magnitude, affective components, and political/theoretical dimensions.

Conclusions:

  • TACO is the first Turkish database of abstract concepts across multiple dimensions.
  • Political concepts are multidimensional and linked to theoretical dimensions.
  • The database supports future cross-linguistic and cross-cultural semantic studies.