Ontological methods, which involve creating a structured representation of knowledge within a particular domain, offer a unique approach to detecting bias. By formalizing the relationships between different entities and properties, ontological approaches can help identify where biases might be systemic. While powerful in theory, these methods require extensive domain expertise and are time-consuming, potentially limiting their practical effectiveness in fast-paced environments.
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