Player segmentation based on predicted player interaction score
View Patent ↗A gaming system identifies players in a game. A player interaction score may be computed for an identified player. One or more engagement actions may be generated based on the player interaction score. The gaming system may engage the identified player according to the one or more engagement actions. In some embodiments, the player interaction score may be used to categorize the identified player in a player segment, which in turn may be used as a basis for generating engagement actions.
1. A method in a gaming system comprising operating a computer system in the gaming system to perform steps of:
providing game play among a plurality of players in a game;
providing at least a first player segment, a second player segment, and a third player segment;
identifying a first player among the plurality of players;
producing a predicted player interaction score for the first player, which predicts a degree of interaction that the first player will have in the game;
associating the first player with the first player segment based on an outcome of a comparison between the predicted player interaction score and a first predetermined threshold value associated with the first player segment;
associating the first player with the second player segment based on an outcome of a comparison between the predicted player interaction score and a second predetermined threshold value associated with the second player segment;
associating the first player with the third player segment based on an outcome of a comparison between the predicted player interaction score and a third predetermined threshold value associated with the third player segment;
using the associated player segment to generate one or more engagement actions for the first player; and
communicating with the first player in accordance with the one or more engagement actions.
2. The method of claim 1 wherein the predicted player interaction score is based on a degree of interaction between the first player and elements of the game.
3. The method of claim 1 wherein the predicted player interaction score is based at least on parameters relating to length of time that the first player has engaged with the game.
4. The method of claim 1 wherein the predicted player interaction score is based at least on a rate at which the first player is engaging with the game.
5. The method of claim 1 wherein the predicted player interaction score is based at least on parameters relating to achievements made to the first player.
6. The method of claim 5 wherein the predicted player interaction score is based at least on a rate at which the first player is making the achievements in the game.
7. The method of claim 1 wherein the predicted player interaction score is based at least on parameters relating to virtual items in the games that are in possession of the first player.
8. The method of claim 7 wherein the predicted player interaction score is based at least on a rate at which the first player is coming into possession of the virtual items in the game.
9. The method of claim 1 wherein the game is a previously played game.
10. A gaming system comprising:
a computer system;
a data storage device having stored thereon computer executable program code, which, when executed by the computer system, causes the computer system to:
provide game play among a plurality of players in a game;
provide at least a first player segment, a second player segment, and a third player segment;
identify a first player among the plurality of players;
produce a predicted player interaction score for the first player, which predicts a degree of interaction that the first player will have in the game;
associate the first player with the first player segment based on an outcome of a comparison between the predicted player interaction score and a first predetermined threshold value associated with the first player segment;
associate the first player with the second player segment based on an outcome of a comparison between the predicted player interaction score and a second predetermined threshold value associated with the second player segment;
associate the first player with the third player segment based on an outcome of a comparison between the predicted player interaction score and a third predetermined threshold value associated with the third player segment;
use the associated player segment to generate one or more engagement actions for the first player based at least on the player segment that the first player is categorized in; and
communicate with the first player in accordance with the one or more engagement actions.
11. The system of claim 10 wherein the predicted player interaction score is based on a degree of interaction between the first player and elements of the game.
12. The system of claim 10 wherein the predicted player interaction score is based at least on parameters relating to length of time that the first player has engaged with the game.
13. The system of claim 10 wherein the predicted player interaction score is based at least on a rate at which the first player is engaging with the game.
14. The system of claim 10 wherein the predicted player interaction score is based at least on parameters relating to achievements made to the first player.
15. The system of claim 10 wherein the predicted player interaction score is based at least on parameters relating to virtual items in the games that are in possession of the first player.
16. A non-transitory computer-readable storage medium having stored thereon computer executable program code which can be executed by a computer system to perform steps of:
providing game play among a plurality of players in a game;
providing at least a first player segment, a second player segment, and a third player segment;
identifying a first player among the plurality of players;
producing a predicted player interaction score for the first player, which predicts a degree of interaction that the first player will have in the game;
associating the first player with the first player segment based on an outcome of a comparison between the predicted player interaction score and a first predetermined threshold value associated with the first player segment;
associating the first player with the second player segment based on an outcome of a comparison between the predicted player interaction score and a second predetermined threshold value associated with the second player segment;
associating the first player with the third player segment based on an outcome of a comparison between the predicted player interaction score and a third predetermined threshold value associated with the third player segment;
using the associated player segment to generate one or more engagement actions for the first player based at least on player segment that the first player is categorized in; and
communicating with the first player in accordance with the one or more engagement actions.
17. The non-transitory computer-readable storage medium of claim 16 wherein the predicted player interaction score is based on a degree of interaction between the first player and elements of the game.