Systems and methods for rich personalization of computer game experiences
A method of recommending an unplayed game application to a user includes obtaining a game history associated with a user profile, wherein the game history includes at least one game record of a game application the user profile has been used to play, and evaluating the game history to obtain a plurality of game events associated with a game application of the game history. The method further includes accessing a table of tags associated with the plurality of game events associated with the game application, aggregating a plurality of tags in a tag list in the user profile based at least partially on the table of tags and the plurality of game events, and presenting to the user a recommendation of an unplayed game application based at least partially on the plurality of tags.
1. A method of recommending an unplayed game application to a user, the method comprising:
obtaining a game history associated with a user profile, wherein the game history includes at least one game record of a game application the user profile has been used to play;
evaluating the game history to obtain a plurality of game events associated with a game application of the game history;
accessing a table of tags associated with the plurality of game events associated with the game application;
aggregating a plurality of tags in a tag list in the user profile based at least partially on the table of tags and the plurality of game events; and
presenting to the user a recommendation of an unplayed game application based at least partially on the plurality of tags by automatically downloading at least a portion of the unplayed game application.
2. The method of claim 1 , wherein the plurality of tags is stored in the user profile.
3. The method of claim 1 , wherein presenting to the user a recommendation of an unplayed game application includes presenting a graphical user interface (GUI) to the user, wherein the GUI includes a cloud launch input configured to launch the unplayed game application at a server computer.
4. The method of claim 1 , wherein evaluating the game history to obtain a plurality of game events associated with a game application of the game history includes accessing a plurality of game achievements associated with the game application and completed by the user profile.
5. The method of claim 1 , wherein aggregating a plurality of tags further includes weighting a first tag of the tag list.
6. The method of claim 5 , wherein weighting the first tag includes determining a quantity of instances of the first tag.
7. The method of claim 5 , wherein weighting the first tag includes obtaining a total time played associated with the first tag.
8. The method of claim 5 , wherein weighting the first tag includes obtaining an estimated time to complete an instance of the first tag.
9. A method of recommending an unplayed game application to a user, the method comprising:
obtaining a game history associated with a user profile, wherein the game history includes at least one game record of a game application the user profile has been used to play;
evaluating the game history to obtain a plurality of game events associated with the at least one game record of the game history;
accessing a table of tags associated with the plurality of game events associated with the game application;
aggregating a plurality of tags in the user profile based at least partially on the table of tags and the plurality of game events;
identifying a gameplay event during user gameplay;
obtaining a new tag associated with the gameplay event;
adding the new tag to the plurality of tags in the user profile; and
presenting to the user a recommendation of an unplayed game application based at least partially on the plurality of tags by automatically downloading at least a portion of the unplayed game application.
10. The method of claim 9 , wherein identifying the gameplay event includes identifying a multiplayer network request.
11. The method of claim 9 , wherein identifying the gameplay event includes identifying a change in game statistics of the user gameplay in the game application.
12. The method of claim 9 , wherein identifying the gameplay event includes identifying a change in a user interface in video information.
13. The method of claim 9 , wherein obtaining the new tag includes inputting the gameplay event into an ML model.
14. The method of claim 9 , wherein obtaining the new tag includes identifying a related gameplay event in the table of tags.
15. The method of claim 9 , wherein the unplayed game application is not present in the game history.
16. A method of recommending an unplayed game to a user, the method comprising:
accessing an unplayed game list;
comparing one or more game property tags of a plurality of unplayed games to a tag list of a user profile;
ranking at least a portion of the plurality of unplayed games based at least partially on the tag list; and
presenting to the user a recommended game based at least partially on a ranked plurality of unplayed games by automatically downloading at least a portion of the unplayed game application.
17. The method of claim 16 , wherein accessing an unplayed game list includes comparing a game history to an available game list.
18. The method of claim 16 , wherein comparing one or more game property tags of a plurality of unplayed games to a tag list of a user profile includes comparing a weighting of the one or more game property tags to a weighting of the tag list.
19. The method of claim 16 , wherein ranking at least a portion of the plurality of unplayed games based at least partially on the tag list includes creating a plurality of tiers based on the ranked plurality of unplayed games.
20. The method of claim 9 , wherein evaluating the game history to obtain a plurality of game events includes accessing a plurality of game achievements associated with the game application and completed by the user profile.