System and methods for identifying intrinsic motivators, play profiles and play personalities through captured actions in an online environment

• US 9,056,256 B2
• Filed: 09/23/2014
• Issued: 06/16/2015
• Est. Priority Date: 09/27/2013
• Status: Active Grant

• Current Assignee: Playnovation, LLC
• Original Assignee: Playnovation, LLC
• Inventors: Brown, Stuart, Cozad, Kristen
• Primary Examiner(s): DEODHAR, OMKAR A
• Application Number:
  US14/494,399
• Publication Number:
  US 20150094143A1
• Time in Patent Office: 266 Days
• US Class Current: 1/1
• CPC Class Codes: A63F 13/57 Simulating properties, behaviour or motion of objects in the game world, e.g. computing tyre load in a car race game A63F13/56 takes precedence
• CPC Class Codes: A63F 13/65 automatically by game devices or servers from real world data, e.g. measurement in live racing competition
• CPC Class Codes: A63F 13/67 adaptively or by learning from player actions, e.g. skill level adjustment or by storing successful combat sequences for re-use
• CPC Class Codes: A63F 13/69 by enabling or updating specific game elements, e.g. unlocking hidden features, items, levels or versions
• CPC Class Codes: A63F 13/79 involving player-related data, e.g. identities, accounts, preferences or play histories
• CPC Class Codes: A63F 13/822 Strategy games; Role-playing games A63F13/825, A63F13/828 take precedence
• CPC Class Codes: G06Q 30/0201 Market modelling; Market analysis; Collecting market data
• CPC Class Codes: G06Q 50/01 Social networking

Abstract

Techniques are described herein for automatically determining a play personality of a user. Play personalities develop from play type and play patterns, which may be automatically determined by computing devices based on that user/subject'"'"'s information and actions. Furthermore, in a gaming environment, the play personality of the user/subject may be represented by an avatar, doppelganger, narrative, graphic or iconic depiction. The play personality may be determined based on the avatar or doppelganger'"'"'s actions, which may include but are not limited to how they respond to questions posed by non-playing characters and/or the avatars or doppelgangers of other users. Once determined, the play personality may be used as a basis for identifying and integrating intrinsic motivators and integrating user-centric design which can alter some aspect of the game environment, such as the appearance of the avatar, or the nature of a quest, or means for identifying or exploring solutions in gamification.

Claims

1. A method comprising:

capturing, using one or more computing devices, actions taken by a user within an online environment;

wherein capturing actions includes at least one of;

determining which type of items are purchased online by the user;

determining which type of computer programs are downloaded and/or used by the user;

determining topics reflected in electronic communications of the user;

determining topics reflected in items purchased online by the user;

determining to which online social communities the user belongs;

determining interests reflected in comments made by the user in online social applications;

determining persons to whom the user is socially connected in online social applications;

capturing how an avatar of the user interacts with one or more other characters in the online environment;

randomly inserting questions that relate to play personality with other questions presented to the user within an online game environment;

capturing one or more images of the user as the user engages in an activity within the online environment;

detecting eye movement of the user as the user engages in an activity within the online environment;

detecting pupil size changes of the user as the user engages in an activity within the online environment;

or

monitoring how the user makes purchases at or interacts with virtual stores or venues;

wherein capturing actions further comprises presenting an online assessment that includes a series of questions designed to assess which play type, of a plurality of play types, satisfies the user'"'"'s need for play;

automatically determining a play personality of the user based, at least in part, on the actions of the user that are captured using the one or more computing devices;

wherein automatically determining the play personality of the user comprises;

estimating a degree to which each of the plurality of play types satisfies the user'"'"'s need for play; and

determining that one or more particular play types, of the plurality of play types, best satisfy the user'"'"'s need for play;

wherein the plurality of play types includes two or more of;

Object, Pretend, Social, Rough and Tumble, Body, Exploratory, Celebratory, Competitive, Ritual, Narrative, Fantasy or Games/Gaming;

storing play personality data that reflects the play personality of the user; and

wherein the method is performed by one or more computing devices.

2. The method of claim 1 further comprising, based at least in part on the play personality data of the user, determining whether the user is experiencing play deprivation.

3. The method of claim 2 further comprising:

determining one or more activities to recommend to the user to reduce or eliminate one or more of;

the play deprivation,

negative consequences of the play deprivation, or

compensations linked to the play deprivation.

4. The method of claim 1 wherein:

capturing actions taken by the user includes determining which type of items are purchased online by the user; and

automatically determining a play personality of the user is based, at least in part, on which type of items are purchased online by the user.

5. The method of claim 1 wherein:

capturing actions taken by the user includes monitoring actions of the user within an online game environment; and

automatically determining a play personality of the user is based, at least in part, on the actions of the user within the online game environment.

6. The method of claim 1 wherein:

capturing actions taken by the user includes determining which type of computer programs are downloaded and/or used by the user; and

automatically determining a play personality of the user is based, at least in part, on which type of computer programs are downloaded and/or used by the user.

7. The method of claim 1 wherein:

capturing actions taken by the user includes determining topics reflected in electronic communications of the user; and

automatically determining a play personality of the user is based, at least in part, on the topics reflected in electronic communications of the user.

8. The method of claim 1 wherein:

capturing actions taken by the user includes determining topics reflected in books purchased online by the user; and

automatically determining a play personality of the user is based, at least in part, on the topics reflected in items purchased online by the user.

9. The method of claim 1 wherein:

capturing actions taken by the user includes determining to which online social communities the user belongs; and

automatically determining a play personality of the user is based, at least in part, on to which online social communities the user belongs.

10. The method of claim 1 wherein:

capturing actions taken by the user includes determining interests reflected in comments made by the user in online social applications; and

automatically determining a play personality of the user is based, at least in part, on interests reflected in comments made by the user in online social applications.

11. The method of claim 1 wherein:

capturing actions taken by the user includes determining persons to whom the user is socially connected in online social applications; and

automatically determining a play personality of the user is based, at least in part, on the persons to whom the user is socially connected in online social applications.

12. The method of claim 1 further comprising automatically selecting a particular option, from a set of currently-available options, based at least in part on the play personality.

13. The method of claim 12 wherein the step of automatically selecting the particular option includes:

assigning play-type weights to each option in the set of currently-available options;

determining a score for each option in the set of currently-available options based on a comparison between

the play personality of the user, and

the play-type weights assigned to each option in the set of currently-available options; and

selecting the particular option based on the scores assigned to each option in the set of currently-available options.

14. The method of claim 13 wherein the step of assigning play-type weights to each option includes:

assigning play-type weights to each option type in a set of option types;

matching each option in the set of currently-available options to one or more option types in the set of option types; and

assigning play-type weights to each option in the set of currently-available options based, at least in part, on the play-type weights assigned to the one or more option types to which the option is matched.

15. The method of claim 14 further comprising graphically representing the play personality using at least one of:

weighted icons;

symbols,

patterns, or

colors.

16. The method of claim 1 further comprising generating a narrative summary to represent the play personality.

17. The method of claim 14 wherein the option types are job types, and the currently-available options are currently-available job openings.

18. The method of claim 5 further comprising automatically modifying at least one aspect of the online gaming environment experienced by the user based on the play personality for the user.

19. The method of claim 5 wherein capturing actions taken by the user in the online environment includes capturing how an avatar of the user interacts with one or more other characters in the online environment.

20. The method of claim 19 wherein capturing how the avatar of the user interacts includes determining how the avatar:

answers questions posed by the one or more other characters;

or

makes purchases at or interacts with virtual stores or venues.

21. The method of claim 20 wherein the questions posed by the one or more other characters include questions posed by a non-playing character.

22. The method of claim 20 wherein the questions posed by the one or more other characters include questions posed by an avatar of another user.

23. The method of claim 5 further comprising randomly inserting questions that relate to play personality with other questions presented to the user within the online game environment.

24. The method of claim 5 further comprising changing at least one aspect of visual appearance of an avatar of the user based on the play personality determined for the user.

25. The method of claim 5 further comprising changing one or more abilities afforded an avatar of the user based on the play personality determined for the user.

26. The method of claim 5 further comprising adjusting non-visual attributes of an avatar of the user based on the play personality determined for the user.

27. The method of claim 5 further comprising adjusting how one or more non-playing characters act relative to an avatar of the user based on the play personality determined for the user.

28. The method of claim 5 further comprising automatically selecting which quest, of a plurality of available quests, to present to an avatar of the user based on the play personality determined for the user.

29. The method of claim 5 further comprising automatically selecting how successful completion, by the user, of a task is rewarded based on the play personality determined for the user.

30. One or more non-transitory computer-readable media storing instructions which, when executed on one or more computing devices, cause the one or more computing devices to perform a method comprising:

capturing, using one or more computing devices, actions taken by a user within an online environment;

wherein capturing actions includes at least one of;

determining which type of items are purchased online by the user;

determining which type of computer programs are downloaded and/or used by the user;

determining topics reflected in electronic communications of the user;

determining topics reflected in items purchased online by the user;

determining to which online social communities the user belongs;

determining interests reflected in comments made by the user in online social applications;

determining persons to whom the user is socially connected in online social applications;

capturing how an avatar of the user interacts with one or more other characters in the online environment;

randomly inserting questions that relate to play personality with other questions presented to the user within an online game environment;

capturing one or more images of the user as the user engages in an activity within the online environment;

detecting eye movement of the user as the user engages in an activity within the online environment;

detecting pupil size changes of the user as the user engages in an activity within the online environment;

or

monitoring how the user makes purchases at or interacts with virtual stores or venues;

wherein capturing actions further comprises presenting an online assessment that includes a series of questions designed to assess which play type, of a plurality of play types, satisfies the user'"'"'s need for play;

automatically determining a play personality of the user based, at least in part, on the actions of the user that are captured using the one or more computing devices;

wherein automatically determining the play personality of the user comprises;

estimating a degree to which each of the plurality of play types satisfies the user'"'"'s need for play; and

determining that one or more particular play types, of the plurality of play types, best satisfy the user'"'"'s need for play;

wherein the plurality of play types includes two or more of;

Object, Pretend, Social, Rough and Tumble, Body, Exploratory, Celebratory, Competitive, Ritual, Narrative, Fantasy or Games/Gaming;

storing play personality data that reflects the play personality of the user.