Method and apparatus for monitoring and calibrating performances of gamers
A gaming system employs bioinformatics to improve gamer performance and enhance the gaming experience. The gaming system monitors biometrics of gamers using gaming accessories having sensors coupled to the gaming accessories (e.g., a mouse with pulse sensor). Biometrics can be used to assess a crisis or panic reaction of the gamer. The system can also assess the state of the game in real time via API feedback, and coach the player on how best to regain control. The system can also predict a gamer's loss of control by monitoring hardware statistics associated with the game, combined with gaming feedback and biometric data, and can determine how best to coach the player to correct problems. Predictive models can be used to predict a gamer's panic attack or loss of control before it occurs. When a crisis occurs, the system can automatically contact the gamer's teammates to assist the gamer.
1. A method, comprising:
determining, by a processing system comprising a processor, whether data generated by a biometric sensor indicates that a game performance event has occurred that requires invocation of a corrective action during a game session, wherein the data is indicative of physiological stress responses of a game user to stimuli of a game situation during the game session;
applying, by the processing system, a predictive model to the data to predict an occurrence during the game session of a future game performance event; and
invoking, by the processing system, the corrective action in accordance with the occurrence of the future game performance event.
2. The method of claim 1 , further comprising:
establishing, by the processing system, a profile for the game user;
providing, by the processing system, access to the profile via a network;
establishing, by the processing system, a gamer profile for a specific game;
analyzing, by the processing system, profiles of gamers accessed via the network; and
identifying, by the processing system, a candidate gamer in accordance with comparing a profile of the candidate gamer with the gamer profile.
3. The method of claim 2 , further comprising sending, by the processing system, a candidate gamer message to the candidate gamer.
4. The method of claim 1 , wherein the biometric sensor is integrated with a game accessory, and wherein the data comprises one or more of pulse rate, temperature, perspiration, eye movement, speech pattern, or facial expression of the game user.
5. The method of claim 1 , wherein the corrective action comprises changing presentation of the game session to the game user or transferring gaming control from the game user.
6. The method of claim 1 , wherein the corrective action comprises providing a visual coaching message or an audio coaching message to the game user.
7. The method of claim 1 , wherein the stimuli comprise a plurality of audiovisual stimuli and wherein the corrective action comprises continuing presentation of the game situation with a reduced rate of audiovisual stimuli to the game user.
8. A gaming device, comprising:
a biometric sensor;
a memory that stores instructions; and
a processor coupled to the memory, wherein responsive to executing the instructions, the processor performs operations comprising:
obtaining biometric data generated by the biometric sensor, wherein the biometric data represents physiological stress responses of a game user to audiovisual stimuli of a game situation during a game session;
determining whether the biometric data indicates an occurrence during the game session of a game performance event requiring initiation of a corrective action;
predicting, by applying a predictive model to the biometric data, an occurrence during the game session of a future game performance event; and
initiating the corrective action in accordance with the occurrence of the future game performance event.
9. The gaming device of claim 8 , wherein the operations further comprise establishing a profile for the game user based on game performance criteria.
10. The gaming device of claim 9 , wherein the operations further comprise updating an event log in accordance with the occurrence of the game performance event, wherein the predictive model is generated in accordance with the profile, the event log, and game characteristics.
11. The gaming device of claim 9 , wherein the operations further comprise:
providing access to the profile via a network;
establishing a gamer profile for a specific game;
analyzing profiles of gamers accessed via the network;
identifying a candidate gamer in accordance with comparing a profile of the candidate gamer with the gamer profile; and
sending a message to the candidate gamer.
12. The gaming device of claim 8 , wherein the corrective action comprises continuing presentation of the game situation with a reduced rate of audiovisual stimuli to the game user.
13. A non-transitory computer-readable storage device, comprising instructions that, when executed by a processor, cause the processor to perform operations comprising:
determining whether biometric data generated by a biometric sensor indicates an occurrence of a game performance event requiring initiation of a corrective action during a game session, wherein the biometric data represents physiological stress responses of a game user to audiovisual stimuli of a game situation during the game session;
building a predictive model for predicting occurrences of the game performance event;
predicting an occurrence during the game session of a future game performance event by applying the predictive model to the biometric data; and
initiating the corrective action in accordance with the occurrence of the future game performance event.
14. The non-transitory computer-readable storage device of claim 13 , wherein the operations further comprise:
receiving game performance data of the game user, and
subsequently determining, based on game performance criteria, whether the game performance data indicates the occurrence of the game performance event.
15. The non-transitory computer-readable storage device of claim 14 , wherein the game performance data comprises at least one of a click rate, firing rate, firing accuracy or movement accuracy of the game user.
16. The non-transitory computer-readable storage device of claim 14 , wherein the operations further comprise:
establishing a profile for the game user based on the game performance criteria;
providing access to the profile via a network;
establishing a gamer profile for a specific game;
analyzing profiles of gamers accessed via the network;
identifying a candidate gamer in accordance with comparing a profile of the candidate gamer with the gamer profile; and
sending a message to the candidate gamer.
17. The non-transitory computer-readable storage device of claim 13 , wherein the corrective action comprises continuing presentation of the game situation with a reduced rate of audiovisual stimuli to the game user.
18. The non-transitory computer-readable storage device of claim 13 , wherein the corrective action comprises providing a visual coaching message or an audio coaching message to the game user.
19. The non-transitory computer-readable storage device of claim 13 , wherein the corrective action comprises transferring gaming control from the game user.
20. The non-transitory computer-readable storage device of claim 13 , wherein the biometric sensor is integrated with a game accessory, and wherein the biometric data comprises at least one of pulse rate, temperature, perspiration, eye movement, speech pattern, or facial expression of the game user.