Problem: What are the most important words?
ultralight aircraft flying in the region
Answer: aircraft, fly, region

Problem: What are the most important words?
the couple stands by the cake
Answer: cake, couple, stand

Problem: What are the most important words?
Skiers on a slope near a parking lot.
Answer:
lot, skier, slope