They want artists that appel to the younger ones as it's litteraly a concert for children/teenagers.
All the ones you mentionned are not the ones popular among the younger ones, they have a more mature audience,
Why would they plan Melomance and Yerin Baek for a scout event full of kids?
It's not that deep