User analysis system and method
A method of automatically providing a hint to a first user about how a second user is likely to interact with them within a videogame includes: obtaining first indicators of behaviour for the second user recorded during at least a first previous interaction with the first user or an approximate representation of the first user, obtaining second indicators of behaviour for a corpus of a plurality of players having had at least a first successful previous interaction with the first user or an approximate representation of the first user, comparing the first and second indicators of behaviour to obtain comparison information about how the second user compares to the corpus of successful players, and providing a hint to the first user about the second user, based upon the comparison information.
1. A method of automatically providing a hint to a first user about how a second user is likely to interact with them within a videogame, comprising the steps of:
obtaining first indicators of behaviour for the second user recorded during at least a first previous interaction with the first user or an approximate representation of the first user;
obtaining second indicators of behaviour for a corpus of a plurality of players having had at least a first successful previous interaction with the first user or an approximate representation of the first user;
comparing the first and second indicators of behaviour to obtain comparison information about how the second user compares to the corpus of successful players; and
providing a hint to the first user about the second user, based upon the comparison information.
2. The method of claim 1 , in which providing the hint to the first user comprises indicating a difference in indicated behaviour between the second user and the corpus of successful players.
3. The method of claim 1 , in which providing the hint to the first user comprises indicating a commonality in indicated behaviour between the second user and the corpus of successful players.
4. The method of claim 1 in which the step of obtaining first indicators of behaviour for the second user recorded during at least a first previous interaction with an approximate representation of the first user comprises:
identifying a set of properties of the first user within the videogame;
identifying other users that the second user has interacted with and selecting at least an other user with the most overlapping subset of properties to the first user as a proxy for the first user; and
obtaining the indicators of behaviour for the second user recorded during at least a first previous interaction with the proxy user.
5. The method of claim 1 in which the step of obtaining second indicators of behaviour for a corpus of a plurality of players having had at least a first successful previous interaction with an approximate representation of the first user comprises:
identifying a set of properties of the first user within the videogame;
identifying other users with an overlapping subset of properties for which a total corpus of successful opponents exceeds a threshold size; and
using the total corpus as a proxy corpus of opponents of the first user.
6. The method of claim 5 , in which the largest degree of overlap between the other users and the first user is found for a total corpus of successful opponents exceeding the threshold size.
7. The method of claim 1 , comprising the step of: providing a hint to the second user about the second user, based upon the comparison information.
8. The method of claim 7 , in which the hint provided to the second user relates to a different property of the indicated behaviour to that of the hint provided to the first user.
9. The method of claim 1 in which the hint is provided before the current interaction between the first and second users begins.
10. A non-transitory, computer readable medium having computer executable instructions stored thereon, which when executed by a computer system, causes the computer system to automatically provide a hint to a first user about how a second user is likely to interact with them within a videogame by carrying out actions, comprising:
obtaining first indicators of behaviour for the second user recorded during at least a first previous interaction with the first user or an approximate representation of the first user;
obtaining second indicators of behaviour for a corpus of a plurality of players having had at least a first successful previous interaction with the first user or an approximate representation of the first user;
comparing the first and second indicators of behaviour to obtain comparison information about how the second user compares to the corpus of successful players; and
providing a hint to the first user about the second user, based upon the comparison information.
11. A hint system for automatically providing a hint to a first user about how a second user is likely to interact with them within a videogame, comprising:
a first receiver adapted to obtain first indicators of behaviour for the second user recorded during at least a first previous interaction with the first user or an approximate representation of the first user;
a second receiver adapted to obtain second indicators of behaviour for a corpus of a plurality of players having had at least a first successful previous interaction with the first user or an approximate representation of the first user;
a comparison processor adapted to compare the first and second indicators of behaviour to obtain comparison information about how the second user compares to the corpus of successful players; and
a hint processor adapted to provide a hint to the first user about the second user, based upon the comparison information.
12. The hint system of claim 11 , in which the first receiver, second receiver, comparison process and hint processor are located at a server, and the server further comprises: a transmitter adapted to transmit the hint to a client device of the first user.
13. The hint system of claim 11 in which the first receiver is adapted to obtain obtaining first indicators of behaviour for the second user recorded during at least a first previous interaction with an approximate representation of the first user, and comprises:
a dataset identifier adapted to identify a set of properties of the first user within the videogame;
a user identifier adapted to identify other users that the second user has interacted with and selecting at least an other user with the most overlapping subset of properties to the first user as a proxy for the first user; and
a data selector adapted to obtain the indicators of behaviour for the second user recorded during at least a first previous interaction with the proxy user.
14. The hint system of claim 11 in which the second receiver is adapted to obtain second indicators of behaviour for a corpus of a plurality of players having had at least a first successful previous interaction with an approximate representation of the first user, and comprises:
a dataset identifier adapted to identify a set of properties of the first user within the videogame;
a user identifier adapted to identify other users with an overlapping subset of properties for which a total corpus of successful opponents exceeds a threshold size; and
a data selector adapted to use the total corpus as a proxy corpus of opponents of the first user.
15. The hint system of claim 11 in which the system is arranged to provide the hint before the current interaction between the first and second users begins.