What is the difference between a "conversation" and a "room" ?

A "conversation" is a private space of exchange between two people. 

A "room" is a private space for exchange between a minimum of 2 people, and up to several hundred or thousands of people. You can give it a title. This allows you to indicate the theme of the discussion.