Here's why:
* Smart is an adjective describing a quality.
* Intelligence is the abstract concept of that quality, referring to the capacity for understanding, learning, and reasoning.
Other related abstract nouns could be:
* Cleverness
* Wit
* Sagacity
* Sharpness