Leveraging Wikidata for Geographically Informed Sociocultural Bias Dataset Creation: Application to Latin America

Key Points

• The analysis highlights the role of geographic information in understanding sociocultural bias, unveiling regional nuances.
• Data sourced from Wikidata demonstrates significant variations in bias across different Latin American contexts.
• Utilizing a comprehensive approach, the dataset integrates diverse cultural references and perspectives to enhance accuracy.
• Findings suggest that leveraging open data can foster better understanding of cultural dynamics, necessitating further exploration.