Systems and methods for providing recommendations to improve gameplay
Systems and methods are described for recommending a proposed hardware configuration to a first user in response to determining that a performance aspect of the first user having a first hardware configuration playing a multiplayer game is worse than a performance aspect of a second user having a second hardware configuration jointly playing the multiplayer game. The proposed hardware configuration is generated based on the first hardware configuration and the second hardware configuration and caused to be displayed on a device of the first user.
1. A method comprising:
receiving first user performance data of a first user and second user performance data of a second user, wherein the first user performance data is based at least in part on the first user's performance within a multiplayer game using a first user device with a first software configuration and the second user performance data is based on the second user's performance within the multiplayer game using a second user device with a second software configuration;
determining, by control circuitry, based at least in part on the first user performance data and the second user performance data, that a performance aspect of the first user in the multiplayer game is worse than the performance aspect of the second user in the multiplayer game, wherein the performance aspect of the first user comprises at least one game-specific metric by which player in-game performance is measured against the in-game player performance of another player;
based at least in part on the determining that the performance aspect of the first user in the multiplayer game is worse than the performance aspect of the second user in the multiplayer game:
identifying, by the control circuitry, a first software setting in the first software configuration of the first user device;
identifying, by the control circuitry, a second software setting in the second software configuration of the second user device;
accessing, by the control circuitry, in a previously stored configuration data structure comprising gaming advantage values for a plurality of software settings, a first gaming advantage value corresponding to the first software setting, wherein the first gaming advantage value indicates an effect on player gameplay of the first software setting;
accessing, by the control circuitry, in the previously stored configuration data structure, a second gaming advantage value corresponding to the second software setting, wherein the second gaming advantage value indicates the effect on the player gameplay of the second software setting;
determining, by the control circuitry, that the second gaming advantage value exceeds the first gaming advantage value;
generating, by the control circuitry, for display, on a device associated with the first user, a recommendation comprising an indication of the second software setting based at least in part on the determining that the second gaming advantage value exceeds the first gaming advantage value; and
causing a change of the second software setting based at least in part on the recommendation.
2. The method of claim 1 , wherein the recommendation further comprises an identity of the second user.
3. The method of claim 1 , wherein the recommendation comprises a proposed update of the first software setting.
4. The method of claim 1 , wherein the recommendation comprises identifying a software setting of the second software configuration as not being used by the first software configuration.
5. The method of claim 1 , wherein the recommendation comprises a weblink to a software component.
6. The method of claim 1 , wherein the first software setting is an in-game characteristic selectable in the multiplayer game, and the recommendation comprises a change in the in-game characteristic.
7. The method of claim 1 , wherein the first software setting and the second software setting control analogous components, respectively, in the first software configuration and the second software configuration.
8. The method of claim 1 , wherein the generating for the display on the device associated with the first user comprises causing the display for the first user device.
9. The method of claim 1 , wherein the performance aspect comprises a game win by a player, a game loss by the player, a success in an in-game challenge by the player, a player failure in the in-game challenge, a number of player challenges completed, one or more in-game kills by the player, one or more in-game player deaths, one or more player completions of a game level, a player obtaining one or more in-game characters, the player reaching one or more in-game scenes, a time to complete one or more game levels by the player, in-game player health data, ammunition used by the player, aggregate player performance score or a player damage score.
10. The method of claim 1 , further comprising:
receiving user interface input requesting acceptance of the recommendation, wherein the causing the change of the second software setting is based at least in part on the receiving user interface input requesting acceptance of the recommendation.
11. A system comprising:
a memory storing a configuration data structure comprising gaming advantage values for a plurality of software settings; and
control circuitry configured:
to receive first user performance data of a first user and second user performance data of a second user, wherein the first user performance data is based at least in part on the first user's performance within a multiplayer game using a first user device with a first software configuration and the second user performance data is based on the second user's performance within the multiplayer game using a second user device with a second software configuration;
to determine, based at least in part on the first user performance data and the second user performance data, that a performance aspect of the first user in the multiplayer game is worse than the performance aspect of the second user in the multiplayer game, wherein the performance aspect of the first user comprises at least one game-specific metric by which player in-game performance is measured against the in-game player performance of another player;
based at least in part on the determining that the performance aspect of the first user in the multiplayer game is worse than the performance aspect of the second user in the multiplayer game:
to identify a first software setting in the first software configuration of the first user device;
to identify a second software setting in the second software configuration of the second user device;
to access, in a previously stored configuration data structure comprising gaming advantage values for a plurality of software settings, a first gaming advantage value corresponding to the first software setting, wherein the first gaming advantage value indicates an effect on player gameplay of the first software setting;
to access, in the previously stored configuration data structure, a second gaming advantage value corresponding to the second software setting wherein the second gaming advantage value indicates the effect on the player gameplay of the second software setting;
to determine that the second gaming advantage value exceeds the first gaming advantage value;
to generate for display, on a device associated with the first user, a recommendation comprising an indication of the second software setting based at least in part on the determining that the second gaming advantage value exceeds the first gaming advantage value; and
to cause a change of the second software setting based at least in part on the recommendation.
12. The system of claim 11 , wherein the recommendation further comprises an identity of the second user.
13. The system of claim 11 , wherein the recommendation comprises a proposed update of the first software setting.
14. The system of claim 11 , wherein the recommendation comprises identifying a software setting of the second software configuration as not being used by the first software configuration.
15. The system of claim 11 , wherein the recommendation comprises a weblink to a software component.
16. The system of claim 11 , wherein the first software setting is an in-game characteristic selectable in the multiplayer game, and the recommendation comprises a change in the in-game characteristic.
17. The system of claim 11 , wherein the first software setting and the second software setting control analogous components, respectively, in the first software configuration and the second software configuration.
18. The system of claim 11 , wherein the generating for the display on the device associated with the first user comprises causing the display for the first user device.
19. A non-transitory computer-readable medium comprising instruction that when executed by a processor cause the processor:
to receive first user performance data of a first user and a second user performance data of a second user, wherein the first user performance data is based at least in part on the first user's performance within a multiplayer game using a first user device with a first software configuration and the second user performance data is based on the second user's performance within the multiplayer game using a second user device with a second software configuration;
to determine, based at least in part on the first user game performance data and the second user performance data, that a performance aspect of the first user in the multiplayer game is worse than the performance aspect of the second user in the multiplayer game, wherein the performance aspect of the first user comprises at least one game-specific metric by which player in-game performance is measured against the in-game player performance of another player;
based at least in part on the determining that the performance aspect of the first user in the multiplayer game is worse than the performance aspect of the second user in the multiplayer game:
to identify a first software setting in the first software configuration of the first user device;
to identify a second software setting in the second software configuration of the second user device;
to access, in a previously stored configuration data structure comprising gaming advantage values for a plurality of software settings, a first gaming advantage value corresponding to the first software setting, wherein the first gaming advantage value indicates an effect on player gameplay of the first software setting;
to access, in the previously stored configuration data structure, a second gaming advantage value corresponding to the second software setting, wherein the second gaming advantage value indicates the effect on the player gameplay of the second software setting;
to determine that the second gaming advantage value exceeds the first gaming advantage value;
to generate for display, on a device associated with the first user, a recommendation comprising an indication of the second software setting based at least in part on the determining that the second gaming advantage value exceeds the first gaming advantage value; and
to cause a change of the second software setting based at least in part on the recommendation.
20. The medium of claim 19 , wherein the first software setting is an in-game characteristic selectable in the multiplayer game, and the recommendation comprises a change in the in-game characteristic.