Refers to a person who indulges in fanciful or unrealistic ideas, often with a slightly negative or romantic connotation.
He is a dreamer, always talking about unrealistic plans.
Compound of 夢想 (musō, 'dream, vision') + 家 (ka, 'person'). The exact historical derivation is uncertain, but the kanji spelling is conventionally associated with the meaning.