TECHNIQUES FOR SELECTING AND PRESENTING A CUSTOMIZED HEALTH RELATED FEATURE FOR A USER OF AN INPUT/OUTPUT DEVICE
A method for identifying and presenting a customized health-related feature for a user of a digital assistant. The method includes: determining, based on an input dataset, a current state of a user and a desirability score; generating a first group of a plurality of health-related features based on the current state, wherein the plurality of health-related features within the first group shares at least a common characteristic among the plurality of health-related features; extracting an experience level value for each of the plurality of health-related features within the first group; identifying a customized health-related feature; and presenting the customized health-related feature by the digital assistant.
1 . A method for identifying a customized health-related feature by a digital assistant, comprising:
determining, based on an input dataset, a current state of a user and a desirability score;
generating a first group of a plurality of health-related features based on the current state, wherein the plurality of health-related features within the first group shares at least a common characteristic among the plurality of health-related features;
extracting an experience level value for each of the plurality of health-related features within the first group;
identifying a customized health-related feature; and
presenting the customized health-related feature by the digital assistant.
2 . The method of claim 1 , wherein the customized health-related feature is selected based on the current state and the experience level value for each of the plurality of health-related features.
3 . The method of claim 1 , wherein identifying the customized health-related feature further comprises:
extracting a priority list of the plurality of health-related features within the first group, wherein the priority list ranks the plurality health-related features including priority scores for each of the plurality of health-related features; and
determining a fit score based on the experience level value and the priority list for each of the plurality of health-related features.
4 . The method of claim 1 , wherein the experience level value is a number generated by continuous monitoring of the input dataset over a predetermined time period.
5 . The method of claim 1 , further comprising:
collecting at least one user feedback with respect to the identified customized health-related feature; and
analyzing the at least one user feedback.
6 . The method of claim 5 , further comprising:
performing at least one action based on experience level value and the collected at least one user feedback.
7 . The method of claim 5 , wherein the at least one action comprises at least one of:
generating a reminder for using at least one of the plurality of health-related features, setting the at least one of the plurality of health-related feature as a default, and preventing the presentation of the at least one of the plurality of health-related feature.
8 . The method of claim 1 , further comprising:
determining the desirability score based on the input dataset, wherein the customized health-related feature is not presented when the determined desirability score is smaller than a predetermined threshold.
9 . The method of claim 1 , wherein the input dataset includes at least one of: a real-time data and a historical data.
10 . A non-transitory computer readable medium having stored thereon instructions for causing a processing circuitry to execute a process, the processing comprising:
determining, based on an input dataset, a current state of a user and desirability score;
generating a first group of a plurality of health-related features based on the current state, wherein the plurality of health-related features within the first group shares at least a common characteristic among the plurality of health-related features;
extracting an experience level value for each of the plurality of health-related features within the first group;
identifying a customized health-related feature; and
presenting the customized health-related feature by the digital assistant.
11 . A system for identifying a customized health-related feature by a digital assistant, comprising:
a processing circuitry; and
a memory, the memory containing instructions that, when executed by the processing circuitry, configure the system to:
determine, based on an input dataset, a current state of a user and a desirability score;
generate a first group of a plurality of health-related features based on the current state, wherein the plurality of health-related features within the first group shares at least a common characteristic among the plurality of health-related features;
extract an experience level value for each of the plurality of health-related features within the first group;
identify a customized health-related feature; and
present the customized health-related feature by the digital assistant.
12 . The system of claim 11 , wherein the customized health-related feature is selected based on the current state and the experience level value for each of the plurality of health-related features.
13 . The system of claim 11 , wherein identifying the customized health-related feature further comprises:
extracting a priority list of the plurality of health-related features within the first group, wherein the priority list ranks the plurality health-related features including priority scores for each of the plurality of health-related features; and
determining a fit score based on the experience level value and the priority list for each of the plurality of health-related features.
14 . The system of claim 11 , wherein the experience level value is a number generated by continuous monitoring of the input dataset over a predetermined time period.
15 . The system of claim 11 , wherein the system is further configured to:
collect at least one user feedback with respect to the identified customized health-related feature; and
analyze the at least one user feedback.
16 . The system of claim 15 , wherein the system is further configured to:
perform at least one action based on experience level value and the collected at least one user feedback.
17 . The system of claim 15 , wherein the at least one action comprises at least one of: generating a reminder for using at least one of the plurality of health-related features, setting the at least one of the plurality of health-related feature as a default, and preventing the presentation of the at least one of the plurality of health-related feature.
18 . The system of claim 11 , wherein the system is further configured to:
determine the desirability score based on the input dataset, wherein the customized health-related feature is not presented when the determined desirability score is smaller than a predetermined threshold.
19 . The system of claim 11 , wherein the input dataset includes at least one of: a real-time data and a historical data.