Affect usage within a gaming context
Mental state data is collected as a person interacts with a game played on a machine. The mental state data includes facial data, where the facial data includes facial regions or facial landmarks. The mental state data can include physiological data and actigraphy data. The mental state data is analyzed to produce mental state information. Mental state data and/or mental state information can be shared across a social network or a gaming community. The affect of the person interacting with the game can be represented to the social network or gaming community in the form of an avatar. Recommendations based on the affect resulting from the analysis can be made to the person interacting with the game. Mental states are analyzed locally or via a web services. Based on the results of the analysis, the game with which the person is interacting is modified.
1. A computer implemented method for gaming comprising:
collecting mental state data, wherein the mental state data includes facial data, captured by a webcam, of an individual while the individual is involved in a game;
analyzing the mental state data to produce mental state information; and
modifying the game based on the mental state information, wherein the modifying the game includes changing tasks with which the individual is presented, based on a threshold, wherein the threshold represents a norm for a demographic of the individual, and wherein the modifying the game further includes modifying an avatar that represents the individual.
2. The method of claim 1 wherein the mental state data further comprises physiological data collected via the webcam.
3. The method of claim 1 wherein the collecting mental state data further comprises collecting actigraphy data.
4. The method of claim 1 wherein the threshold comprises a divider in the mental state information that provides for dividing respondents into those respondents that had higher reactions from those with lower reactions.
5. The method of claim 1 wherein the analyzing of the mental state data is accomplished, at least in part, using a web services server.
6. The method of claim 1 wherein the modifying the avatar includes modifying a face on the avatar.
7. The method of claim 6 wherein the modifying the avatar includes modifying a facial expression of the avatar.
8. The method of claim 7 wherein the modifying the facial expression of the avatar includes having the face of the avatar mimic a face of the individual involved in a game.
9. The method of claim 6 wherein the modifying the face of the avatar includes having portions of the face of the avatar track landmarks of a face of the individual involved in a game.
10. The method of claim 1 wherein the modifying the avatar includes having the avatar mimic a mood of the individual involved in a game.
11. The method of claim 1 wherein the avatar is animated based on the mental state information.
12. The method of claim 1 wherein the game is a multiplayer game.
13. The method of claim 12 wherein the modifying the game includes modifying an avatar that represents a group of people who are playing the multiplayer game.
14. The method of claim 13 wherein the avatar represents a collective mental state for the group of people.
15. The method of claim 12 wherein the mental state information includes mental state information from other players of the multiplayer game.
16. The method of claim 12 further comprising aggregating the mental state information on a plurality of people who play the multiplayer game.
17. The method of claim 16 wherein aggregated mental state information, generated in the aggregating, is used in the modifying of the game.
18. The method of claim 1 wherein the analyzing the mental state data comprises:
identifying a face of the individual;
determining regions within the face of the individual; and
evaluating the regions for emotional content.
19. The method of claim 1 further comprising
collecting second mental state data from a second individual involved in the game; and
analyzing the second mental state data to produce second mental state information from the second individual; and
wherein the modifying the game is further based on the second mental state information.
20. The method of claim 19 further comprising:
identifying a second face where the second face corresponds to the second individual;
determining regions within the second face of the second individual; and
evaluating the regions within the second face for emotional content.
21. The method of claim 1 further comprising sharing the mental state information across a social network.
22. The method of claim 21 wherein the sharing is used in rating for games and where the sharing includes information on affect that indicates a level of engagement.
23. The method of claim 1 wherein the modifying the game further includes modifying a single avatar that represents a group of people who are playing the game based on a collective mental state for the group of people.
24. The method of claim 1 further comprising applying a handicap to the mental state information to equalize opportunities for the individual in the game based on one or more other individuals in the game being determined to be of a different skill level from the individual.
25. The method of claim 1 further comprising:
identifying a facial expression in the facial data as an unusual facial expression for the individual; and
displaying the unusual facial expression within a gaming environment.
26. A computer program product stored on a non-transitory computer-readable medium for gaming, the computer program product comprising:
code for collecting mental state data, wherein the mental state data includes facial data, captured by a webcam, of an individual while the individual is involved in a game;
code for analyzing the mental state data to produce mental state information; and
code for modifying the game based on the mental state information, wherein the modifying the game includes changing tasks with which the individual is presented, based on a threshold, wherein the threshold represents a norm for a demographic of the individual, and wherein the modifying the game further includes modifying an avatar that represents the individual.
27. A computer system for gaming comprising:
a memory for storing instructions;
one or more processors attached to the memory wherein the one or more processors are configured to:
collect mental state data, wherein the mental state data includes facial data, captured by a webcam, of an individual while the individual is involved in a game;
analyze the mental state data to produce mental state information; and
modify the game based on the mental state information, wherein the modifying the game includes changing tasks with which the individual is presented, based on a threshold, wherein the threshold represents a norm for a demographic of the individual, and wherein the modifying the game further includes modifying an avatar that represents the individual.