System and method for adjustment of a device personality profile
A system and method for adjusting a device personality profile. The method includes: generating a first user profile; selecting a first personality profile for a device based on matching the first user profile to a cluster of user profiles, wherein the first personality profile includes a first distribution of character traits in a multidimensional space; sampling a character trait; causing the device to execute at least a physical interaction item, based on the sampled character traits; collecting a set of real-time data from the user indicative of a reaction to the executed physical interaction item; determining a second personality profile for the device including a second distribution over a plurality of second character traits, wherein the second personality profile replaces the first personality profile; and, updating the second personality to enable execution of at least one modified physical interaction item.
1. A method for adjusting a device personality profile, comprising:
generating a first user profile that comprises at least a collection of a first set of parameters related to a user;
selecting a first personality profile for a device based on matching the first user profile to one of a plurality of clusters of user profiles, wherein each of the clusters comprise a plurality of user profiles having a second set of parameters, wherein each cluster of the plurality of clusters is previously associated with a unique personality profile of a device, and wherein the first personality profile of the device comprises a first distribution over a plurality of character traits in a multidimensional space;
sampling at least one character trait from the first distribution;
causing the device to execute at least a physical interaction item, wherein the at least a physical interaction item is executed with respect to the sampled at least one character trait;
collecting a set of real-time data from the user from at least sensory information received from at least a sensor of the device, wherein the set of real-time data, when analyzed, is indicative of a user reaction to the executed at least a physical interaction item;
determining, based on an analysis of the set of real-time data that is indicative of the user reaction, a second personality profile for the device, wherein the second personality profile comprises a second distribution over a plurality of second character traits, wherein the second personality profile replaces the first personality profile; and,
sampling at least a second character trait from the second distribution;
updating the second personality profile to enable execution of at least one modified physical interaction item;
causing the device to execute at least a second physical interaction item, wherein the at least a second physical interaction item is executed with respect to the sampled at least a second character trait.
2. The method of claim 1 , wherein upon collecting the set of real-time data, a current device mood is determined, and wherein the current device mood is analyzed with the at least one of the first personality profile and the second personality profile.
3. The method of claim 1 , wherein the at least a second physical interaction item is executed with respect to at least a second personality profile.
4. The method of claim 1 , further comprising: collecting at least a second set of real-time data from the user from at least sensory information received from at least a sensor of the device, wherein the at least a second set of real-time data is indicative of the user reaction to the execution of the at least a second physical interaction item.
5. The method of claim 4 , further comprising:
generating for each of the at least a second personality profile a corresponding user response quality score based on analysis of the at least a second set of real-time data.
6. The method of claim 5 , further comprising:
associating each of the at least a second personality profile with a corresponding user response quality score.
7. The method of claim 6 , further comprising:
determining a stabilized personality profile, wherein the stabilized personality profile is associated with a highest user response quality score.
8. The method of claim 4 , wherein upon collecting the at least a second set of real-time data, an updated current device mood is determined, wherein the current device mood is analyzed with the at least a second personality profile.
9. A non-transitory computer readable medium having stored thereon instructions for causing a processing circuitry to perform a process, the process comprising:
generating a first user profile that comprises at least a collection of a first set of parameters related to a user;
selecting a first personality profile for a device based on matching the first user profile to one of a plurality of clusters of user profiles, wherein each of the clusters comprise a plurality of user profiles having a second set of parameters, wherein each cluster of the plurality of clusters is previously associated with a unique personality profile of a device, and wherein the first personality profile of the device comprises a first distribution over a plurality of character traits in a multidimensional space;
sampling at least one character trait from the first distribution;
causing the device to execute at least a physical interaction item, wherein the at least a physical interaction item is executed with respect to the sampled at least one character trait;
collecting a set of real-time data from the user from at least sensory information received from at least a sensor of the device, wherein the set of real-time data, when analyzed, is indicative of a user reaction to the executed at least a physical interaction item;
determining, based on an analysis of the set of real-time data that is indicative of the user reaction, a second personality profile for the device, wherein the second personality profile comprises a second distribution over a plurality of second character traits, wherein the second personality profile replaces the first personality profile; and,
sampling at least a second character trait from the second distribution;
updating the second personality to enable execution of at least one modified physical interaction item;
causing the device to execute at least a second physical interaction item, wherein the at least a second physical interaction item is executed with respect to the sampled at least a second character trait.
10. A system for adjusting a device personality profile, comprising:
a processing circuitry; and a memory, the memory containing instructions that, when executed by the processing circuitry, configure the system to:
generate a first user profile that comprises at least a collection of a first set of parameters related to a user;
select a first personality profile for a device based on matching the first user profile to one of a plurality of clusters of user profiles, wherein each of the clusters comprise a plurality of user profiles having a second set of parameters, wherein each cluster of the plurality of clusters is previously associated with a unique personality profile of a device, and wherein the first personality profile of the device comprises a first distribution over a plurality of character traits in a multidimensional space;
sample at least one character trait from the first distribution;
cause the device to execute at least a physical interaction item, wherein the at least a physical interaction item is executed with respect to the sampled at least one character trait;
collect a set of real-time data from the user from at least sensory information received from at least a sensor of the device, wherein the set of real-time data, when analyzed, is indicative of a user reaction to the executed at least a physical interaction item;
determine, based on an analysis of the set of real-time data that is indicative of the user reaction, a second personality profile for the device, wherein the second personality profile comprises a second distribution over a plurality of second character traits, wherein the second personality profile replaces the first personality profile; and,
sample at least a second character trait from the second distribution;
update the second personality to enable execution of at least one modified physical interaction item;
causing the device to execute at least a second physical interaction item, wherein the at least a second physical interaction item is executed with respect to the sampled at least a second character trait.
11. The system of claim 10 , wherein upon collecting the set of real-time data, a current device mood is determined, and wherein the current device mood is analyzed with the at least one of the first personality profile and the second personality profile.
12. The system of claim 10 , wherein the at least a second physical interaction item is executed with respect to at least a second personality profile.
13. The system of claim 10 , wherein the system is further configured to:
collect at least a second set of real-time data from the user from at least sensory information received from at least a sensor of the device, wherein the at least a second set of real-time data is indicative of the user reaction to the execution of the at least a second physical interaction item.
14. The system of claim 13 , wherein the system is further configured to:
generate for each of the at least a second personality profile a corresponding user response quality score based on analysis of the at least a second set of real-time data.
15. The system of claim 14 , wherein the system is further configured to:
associate each of the at least a second personality profile with a corresponding user response quality score.
16. The system of claim 15 , wherein the system is further configured to:
determine a stabilized personality profile, wherein the stabilized personality profile is associated with a highest user response quality score.
17. The system of claim 13 , wherein upon collecting the at least a second set of real-time data, an updated current device mood is determined, wherein the current device mood is analyzed with the at least a second personality profile.