Group composition matchmaking system and method for multiplayer video games

Patent metadata

Field	Value
Publication number	US-10376792-B2
Application number	US-201514712608-A
Country	US
Kind code	B2
Filing date	May 14, 2015
Priority date	Jul 3, 2014
Publication date	Aug 13, 2019
Grant date	Aug 13, 2019

Abstract

A system and method is provided that recommends group compositions in multiplayer video games. The system may suggest a composition of a group of players using a matchmaking process. For example, one or more players may wish to form or join a group of players for a given game, but not know what would be an appropriate mix of player styles, player roles, skill levels, and/or other player characteristics that would make an optimal group, given the player's own characteristics. The system may identify optimal groups based on matchmaking related information such as, without limitation, game profile, player profile, prior match scores, prior quality scores, and/or other information. Optimal groups may be those that have performed successfully (e.g., accomplished the most wins, objectives, etc.), are associated with the highest player enjoyment (e.g., based on match and/or quality scores), and/or otherwise are deemed to be desirable.

First claim

What is claimed is:

1. A computer-implemented method of recommending the composition of a group of players in a multi-player game based on values of match variables weighted by corresponding coefficients used to generate a match score for the group of players, the method being implemented by a plurality of client devices that are remote from and in data communication with a host computer, wherein data communication between the plurality of client devices is characterized by a delay time, and wherein the host computer has one or more physical processors programmed with computer program instructions that, when executed by the one or more physical processors, cause the host computer to perform the method, the method comprising:
identifying, by the host computer, a benchmark group of players comprising a first plurality of players that have played together during a prior gameplay session of a multi-player game;
identifying, by the host computer, a coefficient associated with the benchmark group of players, wherein the coefficient is a function, at least in part, of the delay time;
generating, by the host computer, a first potential match of a first plurality of players to play as a group in a gameplay session of a multi-player game;
obtaining, by the host computer, a value of a match variable associated with the first plurality of players, wherein the match variable corresponds to the identified coefficient;
determining, by the host computer, a first match score for the first potential match based on the value of the match variable and the identified coefficient; and
determining, by the host computer, whether to recommend the first potential match based on the first match score.

2. The method of claim 1 , the method further comprising:
generating a second potential match of a second plurality of players;
obtaining a second value of the match variable associated with the second plurality of players;
determining a second match score for the second potential match based on the second value of the match variable and the identified coefficient; and
comparing the first match score with the second match score, wherein the determination of whether to recommend the first potential match is based on the comparison.

3. The method of claim 1 , wherein the benchmark group of players is identified based on a level of performance exhibited by the benchmark group of players in the prior gameplay session.

4. The method of claim 1 , wherein the match variable relates to a composition of players, and wherein the coefficient weights an importance of the composition of players in forming a given group of players.

5. The method of claim 4 , wherein a value of the match variable relates to a combination of types of roles played by individual players in the given group of players.

6. The method of claim 1 , the method further comprising:
determining a number of the first plurality of players is insufficient to form a full group of players; and
identifying a non-player character that should be added to the first potential match based on the based on the impact of the non-player character on the first match score.

7. The method of claim 1 , the method further comprising:
wherein each of the first plurality of players comprises a non-player character such that a group of non-player characters is formed.

8. The method of claim 7 , wherein the first match score is used as a proxy for a level of difficulty associated with the first plurality of players, the method further comprising:
selecting a group of human players to play adversarially against the first plurality of players based on a collective skill level of the group of human players and the first match score.

9. A system of recommending the composition of a group of players in a multi-player game based on values of match variables weighted by corresponding coefficients used to generate a match score for the group of players, the system comprising:
a plurality of game modules executing on client devices, each of the client devices being used by one of the group of players to play the multi-player game, wherein data communication between the plurality of game modules is characterized by a delay time;
a host computer remote from, and in data communication with, the plurality of game modules, wherein the host computer has one or more physical processors programmed with computer program instructions that, when executed by the one or more physical processors, cause the host computer to:
identify a benchmark group of players comprising a first plurality of players that have played together during a prior gameplay session of a multi-player game;
identify a coefficient associated with the benchmark group of players, wherein the coefficient is a function, at least in part, of the delay time;
generate a first potential match of a first plurality of players to play as a group in a gameplay session of a multi-player game;
obtain a value of a match variable associated with the first plurality of players, wherein the match variable corresponds to the identified coefficient;
determine a first match score for the first potential match based on the value of the match variable and the identified coefficient; and
determine whether to recommend the first potential match based on the first match score.

10. The system of claim 9 , wherein the host computer is further programmed to:
generate a second potential match of a second plurality of players;
obtain a second value of the match variable associated with the second plurality of players;
determine a second match score for the second potential match based on the second value of the match variable and the identified coefficient; and
compare the first match score with the second match score, wherein the determination of whether to recommend the first potential match is based on the comparison.

11. The system of claim 9 , wherein the benchmark group of players is identified based on a level of performance exhibited by the benchmark group of players in the prior gameplay session.

12. The system of claim 9 , wherein the match variable relates to a composition of players, and wherein the coefficient weights an importance of the composition of players in forming a given group of players.

13. The system of claim 12 , wherein a value of the match variable relates to a combination of types of roles played by individual players in the given group of players.

14. The system of claim 9 , wherein the host computer is further programmed to:
determine a number of the first plurality of players is insufficient to form a full group of players; and
identify a non-player character that should be added to the first potential match based on the based on the impact of the non-player character on the first match score.

15. The system of claim 9 , wherein the host computer is further programmed to:
wherein each of the first plurality of players comprises a non-player character such that a group of non-player characters is formed.

16. The system of claim 15 , wherein the first match score is used as a proxy for a level of difficulty associated with the first plurality of players, and wherein the host computer is further programmed to:
select a group of human players to play adversarially against the first plurality of players based on a collective skill level of the group of human players and the first match score.

17. A computer-readable medium having computer program instructions stored thereon for recommending the composition of a group of players in a multi-player game based on values of match variables we

Assignees

• Activision Publishing Inc

Inventors

• Marr Michael D
• Kaplan Keith S
• Lewis Nathan T

Classifications

• G07F17/3269

  Timing aspects of game play, e.g. blocking/halting the operation of a gaming machine · CPC title

• A63F13/30

  Interconnection arrangements between game servers and game devices; Interconnection arrangements between game devices; Interconnection arrangements between game servers · CPC title

• A63F2300/575

  for trading virtual items · CPC title

• A63F13/795 Primary

  for finding other players; for building a team; for providing a buddy list · CPC title

• G07F17/3272

  Games involving multiple players · CPC title