SYSTEM AND METHOD FOR EVALUATING USER PERFORMANCE ACROSS DIFFERENT ACTIVITIES
A system, method, and computer program product for evaluating user performance across different activities is provided. In some examples, sensor data is obtained from sensors associated with a user while the user is performing one or more activities. The sensor data may be obtained from the user while the user performs activities corresponding to different activity categories, including gaming and non-gaming activities. The value of a standard athletic metric can be generated for the user for each activity using the corresponding sensor data. An activity category can also be determined for each activity. A user performance score for a given activity can be generated based on the corresponding standard athletic metric value and activity category.
1 . A method of evaluating user performance across different activities using sensor data from a plurality of sensors positioned to contact a user, the method comprising:
obtaining sensor data from the plurality of sensors, wherein the sensor data is collected while the user performs one or more activities, the one or more activities comprising at least one of a gaming activity or a non-gaming activity;
for each activity of the one or more activities,
generating a standard athletic metric value from the sensor data corresponding to that activity;
determining an activity category of that activity; and
generating a user performance score from the standard athletic metric value and the activity category.
2 . The method of claim 1 , further comprising outputting the user performance score.
3 . The method of claim 1 , wherein the one or more activities comprises a plurality of activities and the method further comprises determining a global user performance score from the user performance scores generated for each of the activities in the plurality of activities.
4 . The method of claim 3 , further comprising determining a user experience level for the user based on the global user performance score.
5 . The method of claim 1 , wherein the plurality of sensors comprises a plurality of force sensors positionable underfoot of the user and the sensor data comprises force sensor data from the plurality of force sensors.
6 . The method of claim 1 , wherein the plurality of sensors comprises one or more IMUs mounted to the user and the sensor data comprises IMU data from the one or more IMUs.
7 . The method of claim 1 , wherein the standard athletic metric value comprises an energy expenditure value of the user.
8 . The method of claim 1 , wherein the standard athletic metric value comprises a rate of energy expenditure value of the user.
9 . The method of claim 1 , wherein the activity category is selected from the group consisting of a non-gaming activity, a screen-based gaming activity, and a non-screen-based gaming activity.
10 . The method of claim 9 , wherein the one or more activities comprises at least one non-gaming activity.
11 . The method of claim 9 , wherein the one or more activities comprises at least two of a non-gaming activity, a screen-based gaming activity, or a non-screen-based gaming activity.
12 . The method of claim 1 , wherein the one or more activities comprises a gaming activity and the method further comprises generating a game-specific performance score for the gaming activity from the sensor data associated with the gaming activity.
13 . The method of claim 12 , wherein the user performance score for the gaming activities is generated using the game-specific performance score.
14 . The method of claim 1 , wherein generating the user performance score comprises:
applying a function to the standard athletic metric value, wherein the function is defined according to the activity category.
15 . The method of claim 14 , wherein the function comprises a normalization factor that is applied to the standard athletic metric value.
16 . The method of claim 14 , wherein:
the one or more activities comprises a gaming activity;
a game-specific performance score is generated for the gaming activity from the sensor data associated with the gaming activity; and
the function defined for the gaming activity comprises a weighted sum of the game-specific performance score and the standard athletic metric value.
17 . A system for evaluating user performance across different activities, the system comprising:
a plurality of sensors positionable to contact a user;
one or more processors communicatively coupled to the plurality of sensors;
wherein the one or more processors are configured to:
obtain sensor data from the plurality of sensors, wherein the sensor data is collected while the user performs one or more activities, the one or more activities comprising at least one of a gaming activity or a non-gaming activity;
for each activity of the one or more activities,
generate a standard athletic metric value from the sensor data corresponding to that activity;
determine an activity category of that activity; and
generate a user performance score from the standard athletic metric value and the activity category.
18 . The system of claim 17 , wherein the plurality of sensors comprises a plurality of force sensors positionable underfoot of the user and the sensor data comprises force sensor data from the plurality of force sensors.
19 . The system of claim 17 , wherein the plurality of sensors comprises one or more IMUs mounted to the user and the sensor data comprises IMU data from the one or more IMUs.
20 . The system of claim 17 , wherein the plurality of sensors are provided by one or more wearable devices worn by the user, and the wearable device is an insole.