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:
receiving, by a gaming system comprising a processor, biometric data of a game user via a biometric sensor, the biometric data representing physiological stress responses of the game user to audiovisual stimuli of a game situation during a game session;
establishing, by the gaming system, criteria for the biometric data with respect to game performance;
determining by the gaming system, based on the criteria, whether the biometric data indicates an occurrence of a game performance event requiring a corrective action initiated by the gaming system during the game session;
building, by the gaming system, a predictive model for the occurrence of the game performance event;
predicting, by the gaming system, an occurrence during the game session of a future game performance event by applying the predictive model to the biometric data; and
performing, by the gaming system, the corrective action in accordance with a determination of the occurrence of the future game performance event, wherein the corrective action comprises continuing presentation of the game situation with a reduced rate of the audiovisual stimuli to the game user.
2. The method of claim 1 , wherein the criteria further comprise game performance criteria relating to the game user, and further comprising:
receiving, by the gaming system, game performance data of the game user, and
subsequently determining by the gaming system, based on the criteria, whether the game performance data indicates the occurrence of the game performance event.
3. The method of claim 2 , wherein the game performance data comprises at least one of a click rate, firing rate, firing accuracy or movement accuracy of the game user.
4. The method of claim 2 , further comprising:
establishing, by the gaming system, a profile for the game user based on the criteria;
providing, by the gaming system, access to the profile via a network;
establishing, by the gaming system, a gamer profile for a specific game;
analyzing, by the gaming system, profiles of gamers accessed via the network;
identifying, by the gaming system, a candidate gamer in accordance with comparing a profile of the candidate gamer with the gamer profile; and
sending, by the gaming system, a message to the candidate gamer.
5. The method of claim 1 , wherein the biometric sensor is integrated with a game accessory, and the biometric data comprises at least one of pulse rate, temperature, perspiration, eye movement, speech pattern, or facial expression of 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 corrective action comprises transferring gaming control from the game user.
8. The method of claim 1 , further comprising:
updating an event log in accordance with the occurrence of the game performance event.
9. The method of claim 8 , further comprising:
establishing, by the gaming system, a profile for the game user based on the criteria,
wherein the predictive model is generated in accordance with the profile, the event log, and characteristics of the game.
10. A gaming device, comprising:
a memory to store instructions; and
a processor coupled to the memory, wherein responsive to executing the instructions, the processor performs operations comprising:
receiving biometric data of a game user via a biometric sensor, the biometric data representing physiological stress responses of the game user to audiovisual stimuli of a game situation during a game session;
establishing criteria for the biometric data with respect to game performance;
determining, based on the criteria, whether the biometric data indicates an occurrence of a game performance event requiring initiation of a corrective action during the game session;
building a predictive model for the occurrence 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
performing the corrective action in accordance with a determination of the occurrence of the future game performance event, wherein the corrective action comprises continuing presentation of the game situation with a reduced rate of the audiovisual stimuli to the game user.
11. The device of claim 10 , wherein the criteria further comprise game performance criteria relating to the game user, and wherein the operations further comprise:
receiving game performance data of the game user, and
determining, based on the criteria, whether the game performance data indicates the occurrence of the game performance event.
12. The device of claim 11 , wherein the operations further comprise:
establishing a profile for the game user based on the 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.
13. The device of claim 10 , wherein the biometric sensor is integrated with a game accessory, and the biometric data comprises at least one of pulse rate, temperature, perspiration, eye movement, speech pattern, or facial expression of the game user.
14. The device of claim 10 , wherein the corrective action comprises providing a visual coaching message or an audio coaching message to the game user.
15. The device of claim 10 , wherein the corrective action comprises changing presentation of the game session to the game user or transferring gaming control from the game user.
16. The device of claim 10 , wherein the operations further comprise:
updating an event log in accordance with the occurrence of the game performance event; and
establishing a profile for the game user based on the criteria,
wherein the predictive model is generated in accordance with the profile, the event log, and characteristics of the game.
17. A tangible computer-readable storage device, comprising instructions which, when executed by a processor, cause the processor to perform operations comprising:
receiving biometric data of a game user via a biometric sensor, the biometric data representing physiological stress responses of the game user to audiovisual stimuli of a game situation during a game session;
establishing criteria for the biometric data with respect to game performance;
determining, based on the criteria, whether the biometric data indicates an occurrence of a game performance event requiring initiation of a corrective action during the game session;
building a predictive model for the occurrence 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
performing the corrective action in accordance with determination of the occurrence of the future game performance event, wherein the corrective action comprises continuing presentation of the game situation with a reduced rate of the audiovisual stimuli to the game user.
18. The tangible computer-readable storage device of claim 17 , wherein the criteria further comprise game performance criteria relating to the game user, and wherein the operations further comprise:
receiving game performance data of the game user, and
subsequently determining, based on the criteria, whether the game performance data indicates occurrence of the game performance event.
19. The tangible computer-readable storage device of claim 17 , wherein the operations further comprise:
establishing a profile for the game user based on the 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.
20. The tangible computer-readable storage device of claim 17 , wherein the operations further comprise:
updating an event log in accordance with the occurrence of the game performance event; and
establishing a profile for the game user based on the criteria,
wherein the predictive model is generated in accordance with the profile, the event log, and characteristics of the game.