Deductive reasoning is a logical process where conclusions are drawn from a set of premises that are generally accepted as true. This method involves starting with general statements and reasoning down to specific conclusions, often using syllogisms to form a clear argument. The strength of deductive reasoning lies in its ability to provide definitive conclusions if the premises are accurate, making it a powerful tool in categorization and classification systems.