System and method for determining conference participation
Disclosed herein are systems, methods, and computer-readable storage media for tracking engagement of participants in a presentation. An example system implementing the method can identify a presenter in a conference and participants in the conference. Then the system can gather, during a presentation by the presenter in the conference, engagement data about the participants. The system can generate or calculate an engagement score based on the engagement data, and present the engagement score to the presenter during the presentation. The system can gather the engagement data from participant devices through which the participants are accessing the presentation or from other participant devices not directly involved with the presentation. The engagement data can include participant voice activity in the conference, participant voice activity with others outside of the conference, participant audio data, participant video data, participant mute status, participant interactions with other applications, participant interactions with computing devices and participant multi-tasking.
1. A method comprising:
identifying, by a microprocessor, a presenter device used by a presenter in a conference and participant devices through which participants access the conference;
gathering, by the microprocessor, during a presentation by the presenter in the conference, engagement data about the participants, wherein the engagement data is separate from a media stream of the presenter of the conference;
generating, by the microprocessor, an engagement score based on the engagement data;
sending, by the microprocessor, the engagement score for presentation to the presenter using the presenter device during the presentation;
identifying, by the microprocessor, a period of low engagement when the engagement score is below a threshold; and
sending, by the microprocessor, an alert to the presenter device about the period of low engagement.
2. The method of claim 1 , wherein the engagement data comprises one of participant voice activity in the conference, participant voice activity with others outside of the conference, participant audio data, participant video data, participant mute status, participant interactions with other applications, participant interactions via a human interface device for a computer, participant multi-tasking, how strongly the participant multi-tasking relates to the conference, participant role in the conference, participant gaze, participant visual focus, participant physical state, participant mental state, or participant emotional state.
3. The method of claim 1 , further comprising:
prior to generating the engagement score, detecting and filtering, by the microprocessor, false activities out of the engagement data.
4. The method of claim 1 , further comprising:
dynamically updating, by the microprocessor, the engagement score throughout the presentation.
5. The method of claim 1 , further comprising:
tracking, by the microprocessor, topics in the presentation; and
determining, by the microprocessor, topic-specific engagement scores for each topic from the engagement data.
6. The method of claim 1 , further comprising:
identifying, by the microprocessor, a likely cause of the period of low engagement; and
sending to the presenter device a suggested change in the presentation to increase the engagement score.
7. The method of claim 1 , wherein the engagement score is an aggregate score for all of the participants.
8. The method of claim 1 , wherein the engagement score is an individual engagement score for one of the participants.
9. The method of claim 1 , wherein the engagement score is a group engagement score for a subset of similar participants.
10. The method of claim 1 , further comprising:
sending, by the microprocessor, an engagement score summary to the presenter device after the conference.
11. The method of claim 10 , wherein the engagement score summary comprises a summary of topics during which the participants were less engaged.
12. The method of claim 1 , wherein the engagement data is gathered from the participant devices through which the participants access the conference.
13. The method of claim 1 , wherein the engagement data is gathered from participant devices other than the participant devices through which the participants access the conference.
14. A system comprising:
a microprocessor; and
a computer-readable storage device storing instructions which, when executed by the microprocessor, cause the microprocessor to perform operations comprising:
identifying a presenter device used by a presenter in a conference and a participant device through which a participant accesses the conference;
gathering, during a presentation by the presenter in the conference, engagement data about the participant, wherein the engagement data is separate from a media stream of the presenter of the conference;
generating an engagement score based on the engagement data;
sending the engagement score for presentation to the presenter using the presenter device during the presentation;
identifying a period of low engagement when the engagement score is below a threshold; and
sending an alert to the presenter device about the period of low engagement.
15. The system of claim 14 , the computer-readable storage device storing instructions which, when executed by the microprocessor, cause the microprocessor to perform operations further comprising:
prior to generating the engagement score, detecting and filtering false activities out of the engagement data.
16. The system of claim 14 , the computer-readable storage device storing instructions which, when executed by the microprocessor, cause the microprocessor to perform operations further comprising:
dynamically updating the engagement score throughout the presentation.
17. The system of claim 14 , the computer-readable storage device storing instructions which, when executed by the microprocessor, cause the microprocessor to perform operations further comprising:
identifying a likely cause of the period of low engagement; and
sending to the presenter device a suggested change in the presentation to increase the engagement score.
18. The system of claim 14 , wherein the engagement score is an aggregate score for all of the participants.
19. The system of claim 14 , the computer-readable storage device storing instructions which, when executed by the microprocessor, cause the microprocessor to perform operations further comprising:
sending an engagement score summary to the presenter device after the conference, wherein the engagement score summary comprises a summary of topics during which the participants were less engaged.
20. The system of claim 14 , wherein the engagement data is gathered from participant devices other than the participant devices through which the participants access the conference.