Fuzzy ontologies is a research field integrating fuzzy set theory and fuzzy logic with ontological formalisms to represent and reason about imprecise, vague, or uncertain knowledge within a domain. This approach allows for graded membership of individuals to concepts and graded truth values for relationships, thereby enabling more nuanced and robust knowledge modeling in complex real-world scenarios where crisp (binary) distinctions are insufficient.