An argument in favor of emoji instead of raw ASCII ones:

There are a lot of blind people on here, who use screen reader software to tell them what is on the screen. To help screen reader users, it's a good idea to use emoji rather than old-style smileys.

For example 😄 will be read out loud as "smile" because that's its alt text. However, :D will be read out loud as "colon D".