the notion that he should be promoted is ridiculous.
I believe the bold term is considered as an abstract noun.
The characteristic of a concrete noun is it could be seen, touch or smelt. Since notion is a form of idea, it couldn't be seen, touch, or smelt like any physical object, so we could considered it as an abstract noun.