Here's why:
* Abstract nouns refer to concepts, ideas, qualities, or states of being that cannot be touched or physically experienced. Memorization is a mental process, not a physical thing.
* Concrete nouns refer to things that can be touched or physically experienced.
Let me know if you have any other words you'd like to categorize!