System and method for evaluating black-box recommendation systems in infotainment systems
AssigneeRobert Bosch GmbH
InventorsHyeongsik KIM, Monireh EBRAHIMI, Lu ZHOU
Life of this patent
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Abstract
A method of evaluating a recommendation system, including conducting an online survey including a questionnaire regarding preferences to receive answers from a plurality of participants, utilizing answers from the survey at a recommendation system, outputting a recommendation at the recommendation system for the participants, wherein the recommendation include a feedback option indicating a score for the recommendation, receiving the score associated with the recommendation, and sending the score to a behavioral log.
Claims20
A method of evaluating a recommendation system of a vehicle multimedia system, comprising:
- conducting an online survey including a questionnaire regarding preferences utilizing one or more computers;
- receiving answers associated with the survey from a plurality of participants utilizing the one or more computers;
- utilizing answers from the survey at the recommendation system of the vehicle multimedia system;
- creating a user profile in response to the answers from the survey and utilizing the user profile at the recommendation system, wherein the user profile is associated with a key fob associated with the vehicle or a mobile device associated with the vehicle
- outputting a recommendation at the recommendation system for the participants, wherein the recommendation include a feedback option indicating a score for the recommendation, wherein the recommendation system is trained utilizing the user profile;
- receiving the score associated with the recommendation at a remote server;
- and
- sending the score to a behavioral log at the remote server.
(canceled)
(canceled)
A method of evaluating a recommendation system of a vehicle multimedia system, comprising:
- conducting a survey utilizing one or more computers, wherein the survey includes a questionnaire regarding preferences that include answers from a plurality of participants;
- creating a user profile in response to the answers from the survey and utilizing the user profile at the recommendation system, wherein the user profile is associated with a key fob or mobile phone of a vehicle;
- utilizing answers from the survey at the recommendation system of the vehicle multimedia system;
- outputting a recommendation at the recommendation system for the participants, wherein the recommendation include a feedback option indicating a score for the recommendation and the recommendation system is trained utilizing the user profile;
- receiving the score associated with the recommendation at a remote server;
- and
- sending the score to a behavioral log at the remote server.
A computer-program product storing instructions on a non-transitory computer-readable medium of a computer which, when executed by the computer, cause the computer to:
- conduct a survey utilizing one or more computers, wherein the survey includes a questionnaire regarding preferences that include answers from a plurality of participants;
- creating a user profile in response to the answers from the survey and utilizing the user profile at the recommendation system, wherein the user profile is associated with a key fob or mobile phone of a vehicle;
- utilize answers from the survey at a recommendation system of a vehicle multimedia system;
- output a recommendation at the recommendation system for the participants, wherein the recommendation include a feedback option indicating a score for the recommendation and the recommendation system is trained utilizing the user profile;
- receive the score associated with the recommendation;
- and
- send the score to a behavioral log.
Dependencies are inferred from the claim text.