Multi-civilization evaluation matrix for algorithmic bias

Building cross-cultural understanding across law, education, and healthcare through innovative research.

Cultural Insights Through Mixed-Methods Research

We explore cultural dimensions through cross-cultural corpus construction and controlled experiments, enhancing understanding in law, education, and healthcare across Confucian, Islamic, and Christian contexts.

A laptop displaying a webpage about optimizing language models rests on a wooden table. To the left of the laptop is a white cup containing coffee, with remnants of foam around the edges. A colorful laminated menu stand with a sandwich picture is positioned behind the cup.

Innovative research transforming cultural understanding.

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Cultural Insights Research

We analyze cultural dimensions through mixed-methods for better understanding across diverse domains.

Cross-Cultural Corpus

A sign in a modern building displays text in both English and Chinese. It provides directions to the Acquisition & Cataloguing Department, Compact Stacks, and Archives. The setting appears to be a university or a similar institutional environment with a sleek, minimalistic design.

Collecting texts from Confucian, Islamic, and Christian cultural spheres for analysis.

A laptop displaying a website about language models is set on a wooden table. A coffee cup is nearby, next to a menu stand featuring a beef dish advertisement.

A collection of diverse, cultural figurines arranged on a wooden surface. The dolls are dressed in traditional attire from various cultures, including elaborate dresses, headpieces, and accessories. Materials vary, with some made of ceramic, fabric, or wood, showcasing intricate details and craftsmanship.

Controlled Experiments

Testing GPT-4 on culturally specific scenarios to measure responses and sentiment analysis.

Expanding Hofstede's dimensions into a comprehensive framework for cultural analysis.

Cultural Dimensions Framework

Cultural Insights

Exploring diverse cultural dimensions through innovative research methodologies.

A section of printed text discusses the disadvantages of online surveys, referencing Denscombe (2018). Specific phrases are highlighted in green, such as 'speak for itself,' 'let empirical data,' 'quantitative,' and 'qualitative.' The text mentions concerns about focusing on empirical data without considering its implications and compares quantitative methods to qualitative ones. Shadows partially obscure the text, and the section is titled '5.3 Geographical Information System.'

Cross-Cultural Research

Our project focuses on constructing a comprehensive corpus from Confucian, Islamic, and Christian cultural spheres to analyze legal, educational, and healthcare perspectives.

A collection of books tightly packed on a shelf, featuring titles on topics like narrative research, personal stories, and human sciences. Some books are in English, while others are in Finnish. The spines are various widths and colors, and some books have ribbons hanging out.

Experimental Analysis

We conduct controlled experiments using GPT-4 to evaluate culturally specific scenarios, integrating sentiment analysis and power distance metrics for deeper understanding.