importantSYS.SOURCE: arXiv• 2026-07-09T17:44:20Z

Analysis of Global Sketch Data Reveals Cultural Dimensions in Conceptual Representation

#cultural analysis #visual cognition #data science

This study analyzes 2.6 billion human sketches from 236 countries to demonstrate how visual representation reveals cultural variations in conceptual understanding, showing stronger cultural alignment in visual data compared to text-based measures. It highlights that sketch-based embeddings preserve richer semantic and cultural structure than word embeddings, particularly for concepts involving physical interaction.

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