Massive Open Online Courses (MOOCs) are a recent but hugely popular phenomenon in the online learning world. Collaborative Learning is an old idea that is becoming part of many educational settings. This paper presents a new proposal named CSCM (Computer Supported Collaborative MOOCs), including collaboration aspects into MOOCs. Moreover, an extensive analysis of MOOCs platforms and learning theories is presented.