1. A computer-implemented method for dynamically changing a conference graphical user interface comprising: providing a graphical user interface representative of a conference in an online environment to devices associated with a plurality of participants in the conference, wherein the graphical user interface includes representations of the plurality of participants, and the representations are based on scores associated with the plurality of participants; acquiring data from one or more of the plurality of participants representative of a participation level of a participant of the plurality of participants; updating the scores associated with the plurality of participants using the acquired data; analyzing the acquired data, training data, and data from past conferences that is indicative of behavior associated with positive conference outcomes; determining, based on a comparison of the scores associated with the plurality of participants and based on the analysis, changes to the graphical user interface, wherein the changes are configured to encourage participant behavior in the conference that is associated with positive conference outcomes; and providing the changes to the graphical user interface to the plurality of participants.