Comment by rhdunn

Dublin Core is effectively similar/related to schema.org's CreativeWork. If you have a creative work (audiobook, short story, news article, etc.) then Dublin Core is applicable, in addition to the corresponding CreativeWork subtype.

And yes, you should use whatever metadata is applicable to your site and test it against the search engines/etc. you want to support to make sure that they are reading the metadata correctly.