System and method for biometrics-based music recommendation
First Claim
1. A method by a user device for providing biometrics based music recommendation to a user, the method comprising:
- determining biometrics information for the user according to physical biometrics data of the user;
classifying the biometrics information into a current user biometric identifier representing a current music-independent physically-based wellness state of the user;
classifying a current or recent user music selection by the user into a current user mood classifier representing a current user emotional mood;
mapping the current user biometric identifier to the current user mood classifier; and
providing a music recommendation to the user according to the mapping between the current user biometric identifier and the current user mood classifier, the current user biometric identifier and the current user mood classifier being different from each other.
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Abstract
Embodiments are provided herein for providing biometrics-based music recommendations to users. The biometric-based music recommendations take into account the changing music preferences of users from time to time as their biometrics change, such as due to users wellness states, being in different moods, engagement in different activities, and/or entering different environments. The schemes herein are implemented on user devices equipped or coupled to wearable devices capable of collecting biometrics data from users, such as heart rate, perspiration, and skin temperature data. The biometrics data of a user are collected and then processed into biometrics information. The biometrics information is then classified into a current wellness state of the user. A music recommendation is then provided to the user according to the biometrics information and the current wellness state of the user.
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Citations
18 Claims
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1. A method by a user device for providing biometrics based music recommendation to a user, the method comprising:
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determining biometrics information for the user according to physical biometrics data of the user; classifying the biometrics information into a current user biometric identifier representing a current music-independent physically-based wellness state of the user; classifying a current or recent user music selection by the user into a current user mood classifier representing a current user emotional mood; mapping the current user biometric identifier to the current user mood classifier; and providing a music recommendation to the user according to the mapping between the current user biometric identifier and the current user mood classifier, the current user biometric identifier and the current user mood classifier being different from each other. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A method by a user device for providing biometrics based music recommendation to a user, the method comprising:
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receiving a current user biometric identifier representing a current music-independent physically-based wellness state of the user based on physical biometrics data for the user; receiving a current user mood classifier representing a current emotional mood of the user based on a current or recent user music selection by the user; determining a music recommendation according to a predefined mapping between the current user mood classifier and the current user biometric identifier, the current user biometric identifier and the current user mood classifier being different from each other; and indicating the music recommendation to the user. - View Dependent Claims (10, 11, 12)
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13. A user device for providing biometrics based music recommendation to a user, the user device comprising:
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at least one processor; and a non-transitory computer readable storage medium storing programming for execution by the at least one processor, the programming including instructions to; determine biometrics information for the user according to physical biometrics data of the user; classify the biometrics information into a current user biometric identifier representing a current music-independent physically-based wellness state of the user; classify a current or recent user music selection by the user into a current user mood classifier representing a current user emotional mood; mapping the current user biometric identifier to the current user mood classifier; and provide a music recommendation to the user according to the mapping between the current user biometric identifier and the current user mood classifier, wherein the current user biometric identifier and the current user mood classifier are different from each other. - View Dependent Claims (14, 15, 16, 17, 18)
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Specification