INITIAL PROFILE CREATION IN A MEDIA RECOMMENDATION SYSTEM
A method of operating a recommendation system comprises receiving one or more elements of identifying information for a first user, and receiving one or more user demographic elements associated with the first user based on the received identifying information. The recommendation system generates an initial media preference profile from correlation between the one or more user demographic elements and media preferences known to be associated with the one or more user demographic elements.
1 . A method of operating a media recommendation system, comprising:
receiving one or more elements of identifying information for a first user;
receiving one or more user demographic elements associated with the first user based on the received identifying information;
generating an initial media preference profile from correlation between the one or more user demographic elements and media preferences known to be associated with the one or more user demographic elements.
2 . The method of operating a media recommendation system of claim 1 , wherein the identifying information comprises at least one of email address, social media identification, or unique user identification.
3 . The method of operating a media recommendation system of claim 1 , wherein user demographic elements comprise at least one of age, gender, location, race, religion, and income.
4 . The method of operating a media recommendation system of claim 1 , wherein the one or more user demographic elements comprise at least one of known interests, non-media goods preferences, and non-media services preferences.
5 . The method of operating a media recommendation system of claim 1 , wherein the one or more user demographic elements are retrieved from accounts on one or more user-indicated associated accounts.
6 . The method of operating a media recommendation system of claim 1 , wherein the one or more user demographic elements for the user are retrieved from a third party user profile service.
7 . The method of operating a media recommendation system of claim 1 , wherein the correlation between the one or more user demographic elements and media preferences known to be associated with the one or more demographic elements is obtained from a third party demographic profile service.
8 . The method of operating a media recommendation system of claim 1 , wherein the correlation between the one or more user demographic elements and media preferences known to be associated with the one or more demographic elements is based on an observed correlations across users of the recommendation system.
9 . The method of operating a media recommendation system of claim 1 , further comprising asking the first user to confirm key correlation assumptions to strengthen the initial media preference profile.
10 . The method of operating a media recommendation system of claim 1 , further comprising using the first user's known media selection to improve the initial media preference profile.
11 . The method of operating a media recommendation system of claim 1 , further comprising using the first user's known media ratings to improve the initial media preference profile.
12 . The method of operating a media recommendation system of claim 1 , further comprising tracking the initial media preference profile and a known user preference profile separately.
13 . The method of operating a media recommendation system of claim 1 , further comprising weighting user-verified media preferences higher than the initial media preference profile in forming a composite media preference profile for media recommendation.
14 . The method of claim 13 , wherein user-verified media preferences comprise at least one of media the user has rated, media the user has purchased, media the user has viewed, media the user has previewed, and media preferences explicitly indicated by the user.
15 . A media recommendation system, comprising:
a processor; and
a user profile module comprising instructions executable on the processor that are operable when executed to:
receive one or more elements of identifying information for a first user;
receive one or more user demographic elements associated with the first user based on the received identifying information;
generate an initial media preference profile from correlation between the one or more user demographic elements and media preferences known to be associated with the one or more user demographic elements.
16 . The media recommendation system of claim 15 , wherein the identifying information comprises at least one of email address, social media identification, or unique user identification.
17 . The media recommendation system of claim 15 , wherein user demographic elements comprise at least one of age, gender, location, race, religion, income, known interests, non-media goods preferences, and non-media services preferences.
18 . The media recommendation system of claim 15 , wherein the one or more user demographic elements are retrieved from accounts on one or more user-indicated associated accounts.
19 . The media recommendation system of claim 15 , wherein the correlation between the one or more user demographic elements and media preferences known to be associated with the one or more user demographic elements is obtained from a third party demographic profile service or is based on an observed correlations across users of the recommendation system.
20 . The media recommendation system of claim 15 , the user profile module instructions further operable when executed to track the initial media preference profile and a known user preference profile separately.