An 'Include Relationship' is a type of dependency in use case modeling where a base use case explicitly incorporates the behavior of another use case, ensuring that the included use case is always executed as part of the base. This relationship promotes modularity and reusability by allowing common functionality to be shared across multiple use cases, reducing redundancy in system design.