The fifteen core elements of Dublin Core include Title, Creator, Subject, Description, Publisher, Contributor, Date, Type, Format, Identifier, Source, Language, Relation, Coverage, and Rights. Each element serves a specific purpose in describing a resource, making it easier for others to understand and use the data.