Adaptive gaming behavior based on player profiling

• US 6,106,395 A
• Filed: 03/04/1997
• Issued: 08/22/2000
• Est. Priority Date: 03/04/1997
• Status: Expired due to Term

• Current Assignee: Balligomingo Entertainment LLC (Equitable IP Corporation)
• Original Assignee: Intel Corporation
• Inventors: Begis, Glenn
• Primary Examiner(s): Sager, M.
• Application Number:
  US08/811,272
• Time in Patent Office: 1,267 Days
• Field of Search: 463/27, 463/7, 463/8, 463/4, 463/2, 463/1, 463/31, 463/43, 463/44, 463/40
• US Class Current: 463/23
• CPC Class Codes: A63F 13/12 involving interaction between a plurality of game devices, e.g. transmisison or distribution systems protocols for networked virtual reality, networked games H04L29/06034
• CPC Class Codes: A63F 13/30 Interconnection arrangements between game servers and game devices; Interconnection arrangements between game devices; Interconnection arrangements between game servers
• CPC Class Codes: A63F 13/795 for finding other players; for building a team; for providing a buddy list
• CPC Class Codes: A63F 13/822 Strategy games; Role-playing games A63F13/825, A63F13/828 take precedence
• CPC Class Codes: A63F 2011/0065 calculating or indicating a ranking or player performance
• CPC Class Codes: A63F 2011/0095 with cooperation amongst players in competitive games, e.g. non zero sum games
• CPC Class Codes: A63F 2300/5546 using player registration data, e.g. identification, account, preferences, game history
• CPC Class Codes: A63F 2300/5566 by matching opponents or finding partners to build a team, e.g. by skill level, geographical area, background, play style
• CPC Class Codes: A63F 2300/65 for computing the condition of a game character
• CPC Class Codes: A63F 2300/807 Role playing or strategy games
• CPC Class Codes: A63F 2300/8076 Shooting

Abstract

A method of adaptive computer game play based on profiling. A set of important characteistics are defined for a game. The data relating to the important characteristics is accumulated during game play based on a defined granularity to which each important characteristic should be kept. A player profile reflecting the important characteristics kept to the defined granularity is derived. The player profile may be used to affect subsequent game play as, for example, a proxy for the creating player.

Claims

1. A method comprising:

tracking data, during computer game play, related to a set of characteristics that compose a player profile of a game; and

deriving the player profile, including metrics corresponding to the characteristics from at least one game session of the game; and

using the player profile as a proxy opponent for a first player.

2. The method of claim 1 wherein tracking comprises:

identifying an inflection point of the game session; and

retaining data about player response at the inflection point.

3. The method of claim 2 wherein the game has a plurality of inflection points and wherein the step of deriving comprises:

generating metrics for each characteristic from the data about player response such that a response at each successive inflection point further defines the values of the characteristics included in the player profile.

4. The method of claim 1 wherein deriving further comprising:

iteratively playing the game with a previous player profile as an opponent; and

replacing the previous player profile with a new player profile resulting from a game session in which the previous player profile was the opponent.

5. A method comprising:

tracking data, during computer game play, related to a set of characteristics that compose a player profile of a game;

deriving the player profile, including metrics corresponding to the characteristics from at least one game session of the game;

storing a plurality of player profiles of different players; and

employing at least one of the player profiles to modify default behavior of the game of a first player wherein the employed player profile serves as a proxy opponent in a head-to-head competition.

6. The method of claim 5 wherein a new player profile of the first player is derived from play against the proxy opponent.

7. A method of interactive adaptive game play based on player profiles comprising:

receiving a role from an interactive host;

downloading a first virtual reality to a local node;

conducting play of a game session on the local node during which a player profile is derived; and

uploading a result of the local play and the derived player profile to the host for reconciliation with results of other local play such that a new virtual reality is created.

8. The method of claim 7 further comprising the step of:

repeating the steps of downloading, conducting, and uploading an indeterminate number of times until a predetermined end point is reached and wherein a downloaded virtual reality is the new virtual reality of each repetition.

9. The method of claim 8 further comprising interacting with other players on the host between each local play session, the interaction affecting the virtual reality.

10. The method of claim 9 wherein the interactive sessions occur over the Internet.

11. A method of conducting an interactive adaptive game comprising:

assigning a player a role at a host;

establishing a virtual reality at the host;

freezing the virtual reality in a known state, the virtual reality downloadable in the known state;

receiving results of local play which affect the virtual reality; and

reconciling the results with the virtual reality to create a new virtual reality.

12. The method of claim 11 wherein player interaction on the host affects the virtual reality until the virtual realty is frozen.

13. A computer readable storage media containing executable computer program instructions which when executed cause a digital processing system to perform a method comprising:

defining a set of characteristics;

collecting data during a game session, the data relative to the characteristics and obtained to a granularity such that a player profile modeling game play can be derived therefrom; and

using the player profile as a proxy opponent for a player.

14. The computer readable storage media of claim 13 which when executed cause a digital processing system to perform a method further comprising:

deriving the player profile during a first instantiation of the game; and

employing the player profile to provide input during a subsequent instantiation of the game.

15. A method comprising:

tracking data, during computer game play, related to a set of characteristics that compose a player profile of a game; and

deriving the player profile, including metrics having a predetermined granularity corresponding to the characteristics from at least one game session of the game; and

using the player profile as a proxy opponent for a first player.

16. A method of adaptive gaming having a plurality of inflection points comprising the steps of:

tracking data, during computer games play, related to a set of characteristics that compose a player profile of a game wherein the step of tracking data further comprises the steps of identifying an inflection point of the game session and retaining data about player response at the inflection point;

deriving the player profile, including metrics corresponding to the characteristics from at least one game session of the game wherein the step of deriving the player profile further comprises the step of generating metrics for each characteristic from the data about player response such that a response at each successive inflection point further defines the values of the characteristics included in the player profile; and

employing the player profile of a first player derived in a prior session to modify a behavior of the game during a subsequent session.