Choose the correct categorization: A social network's AI uses existing tagged photos of people to identify when those people appear in new photos.

$($a$)$ This is an example of supervised learning

$($b$)$ This is an example of reinforcement learning

$($c$)$ This is an example of unsupervised learning

$($d$)$ This is not an example of machine learning