A system is described for processing resource data using character fit objects. A character fit object associates a degree of fit between a character object, a resource object, and a category object. A character object can reflect a viewpoint, budget, or affiliation and can be used alone or in combination with other character objects. A resource object can represent a physical object, a service, or data. Character fit objects can be used to track the accuracy and reliability of fit determinations over time.