Enhanced video conference management

A system comprising:

• one or more computers;
• and
• one or more computer-readable storage devices storing instructions that, when executed by the one or more computers, cause the one or more computers to perform operations comprising:
• receiving, by one or more computers, video data of a media stream generated by a particular endpoint device involved in an online collaboration session involving multiple endpoint devices;
• generating, by the one or more computers, one or more scores for the media stream based analysis of the video data of the media stream, wherein the one or more scores are based on at least one of facial image analysis or facial video analysis, the one or more scores comprising at least one of a neurological attribute score or an emotional attribute score;
• determining, by the one or more computers, an engagement score for the particular endpoint device, wherein the engagement score is based on at least one of (i) a neurological attribute indicated by the one or more scores for the media stream or (ii) an emotional attribute indicated by the one or more scores for the media stream;
• and
• providing, by the one or more computers, output comprising at least one of (i) an indication of the engagement score for display, or (ii) an instruction to alter the online collaboration session for the multiple endpoints by performing a management action selected based on the engagement score.

One or more non-transitory computer-readable storage devices storing instructions that, when executed by one or more computers, cause the one or more computers to perform operations comprising:

• receiving, by one or more computers, video data of a media stream generated by a particular endpoint device involved in an online collaboration session involving multiple endpoint devices;
• generating, by the one or more computers, one or more scores for the media stream based analysis of the video data of the media stream, wherein the one or more scores are based on at least one of facial image analysis or facial video analysis, the one or more scores comprising at least one of a neurological attribute score or an emotional attribute score;
• determining, by the one or more computers, an engagement score for the particular endpoint device, wherein the engagement score is based on at least one of (i) a neurological attribute indicated by the one or more scores for the media stream or (ii) an emotional attribute indicated by the one or more scores for the media stream;
• and
• providing, by the one or more computers, output comprising at least one of (i) an indication of the engagement score for display, or (ii) an instruction to alter the online collaboration session for the multiple endpoints by performing a management action selected based on the engagement score.