Method of assessing consumer preference tendencies based on correlated communal information

Abstract

A method of providing users with improvements in the acquisition of data and the presentation of the acquired data is provided in respect of users searching for a consumer good or service. The method exploits the storing of other users consumer-history data for a plurality of different users within databases distributed across the World Wide Web, the user consumer-history data relating to the consumer good, service, and an opinion that is associated, at least temporarily, with that user. The other users consumer-history data is correlated with the users own consumer-history to identify matches, within predetermined thresholds, of the same or other consumer goods and services. These identified matches are presented to the user allowing their review and decision making. Advantageously the highly correlated data obtained from the other users, ranging from tens to millions, can be represented to the user in a three dimensional visualization enhancing their comprehension of the results and ability to make selections.

Description

BRIEF DESCRIPTION OF THE DRAWINGS

Exemplary embodiments of the invention will now be described in conjunction with the following drawings, in which similar reference numerals designate similar items:

FIG. 1 illustrates a typical webpage presented to a user searching for information on products matching a search criteria they have entered into an Internet search engine or retailer search database;

FIG. 2 illustrates further elements of the typical webpage of FIG. 1 presented to a user searching highlighting activities by other customers accessing this product according to the prior art;

FIG. 3 illustrates a typical prior art search result from a commercial retailer in wishing to find Gothic novels, listed based upon “bestselling” status as established by the commercial retailer;

FIG. 4 illustrates a typical prior art search result from a commercial retailer in wishing to find Gothic novels, listed based upon “average customer review” status as established by the commercial retailer from customer reviews submitted;

FIG. 5 illustrates a typical prior art search by a user in respect of finding a Gothic novel and being presented thereupon with multiple lists according to the commercial retailers or websites accessed;

FIG. 6 illustrates a first embodiment wherein a user is provided with options for purchasing further first products, established by correlating the users preferences and historical purchases of first products with other databases representing other user preferences of first products;

FIG. 7 illustrates a second embodiment of the invention wherein a user is provided with a 3D visualization of their products associated with a first product category, the 3D visualization established by correlating aspects of the users preferences and historical records for these products;

FIG. 8 illustrates a third embodiment of the invention wherein a user is provided with a 3D visualization of further first products, established by correlating the users preferences and historical purchases of first products with other databases representing other user preferences of first products; and,

FIG. 9 illustrates a fourth embodiment of the invention wherein a user is provided with a 3D visualization of second products, established by correlating the users preferences and historical purchases of first products with other databases representing other user preferences of first and second products.

Claims

1. A method of assessing consumer preference tendencies, comprising: storing first data for each one of a plurality of different users, the user consumer-history data for each user including first data relating to at least one of a consumer good, a service, and an opinion that is associated, at least temporarily, with that user;correlating the first data of one user of the plurality of different users with the first data of the other users of the plurality of different users to identify which of the other users have first data correlating with the one user's first data to within a predetermined threshold limit so as to define a group of correlated users;analyzing the first data of each user of the group of correlated users according to a known process, the known process for identifying a similarity in the first data, excluding similarities that match the one user's first data to within the predetermined threshold amount, the identified similarity in the first data indicative of one or more of a consumer good and a service; and,providing an indication of at least one of the one or more of a consumer good and a service for presentation to the one user.

2. A method according to claim 1 wherein the first data comprises user consumer-history data.

3. A method according to claim 1 wherein, providing an indication comprises presenting a three dimensional representation of data relating to products or services having identified similarities to the first data of the one user, the three dimensional representation providing correlative context to the data.

4. A method according to claim 3 wherein, presenting the three dimensional representation comprises presenting the three dimensional representation in dependence upon a viewpoint of the user with respect to the three dimensional representation.

5. A method according to claim 4 wherein presenting the three dimensional representation comprises varying an amount of information indicated in dependence upon a viewpoint of the user with respect to the three dimensional representation.

6. A method according to claim 1 wherein identifying a similarity comprises providing a score associated with the identified similarity, the score determined in dependence upon the known process and the first data.

7. A method according to claim 6 wherein providing an indication comprises providing an indication of the at least one of the one or more consumer good and service in dependence upon the score.

8. A method according to claim 6 wherein providing an indication comprises presenting a three dimensional representation of products or services having identified similarities to the first data of the one user in dependence upon the score.

9. A method according to claim 8 wherein presenting the three dimensional representation comprises presenting the three dimensional representation in dependence upon a viewpoint of the user with respect to the three dimensional representation.

10. A method according to claim 8 wherein presenting the three dimensional representation comprises varying an amount of information indicated in dependence upon a viewpoint of the user with respect to the three dimensional representation.

11. A method according to claim 1 wherein the first data relates to titles in a collection of at least one of consumer goods and media content;wherein correlating and analyzing comprise determining different a first group of users with collections including a significant number of same titles and determining other titles that are common amongst users of the first group but other than within the collection; andwherein the indication relates to at least an indicated title relating to at least one of consumer goods and media content.

12. A method according to claim 11 wherein the first data relates to a single genre of the consumer goods and media content.

13. A method according to claim 12 wherein the indication relates to a same genre of a consumer good and media content as the first data.

14. A method according to claim 12 wherein the indication relates to a different genre of a consumer good and a service than the first data

15. A method according to claim 12 wherein the first data relates to multiple genres of the consumer goods and media content.

16. A method according to claim 11 wherein the indication provides an indication of how many users of the first group also have an indicated title.

17. A method according to claim 11 wherein the indication provides an indication of a correlation between the collection and the at least an indicated title.

18. A method according to claim 11 wherein the collection relates to at least one of music, video, and books.

19. A method according to claim 11 wherein the collection relates to a collectible item.

20. A method of assessing consumer preference tendencies, comprising: receiving first data relating to at least one of a consumer good, a service, and an opinion that is associated with a first user;using a predetermined process, mapping the first data onto a data structure having stored therein other data relating to at least one of a consumer good, a service, and an opinion that is associated with each one of a plurality of other users;correlating the first data with the other data to determine a group of other users selected from the plurality of other users, each user within the determined group of other users having first data associated therewith that matches the first data of the first user to within a predetermined threshold limit;correlating the first data of each user within the determined group of users so as to determine other matches within the group, the other matches relating to a portion of the first data that does not form a part of the first data of the first user, said portion of the first data relating to one of a consumer good and a service that is not associated with the first user; and,providing an indication of the one of a consumer good and a service for presentation to the first user.

21. A method according to claim 20 wherein, mapping the first data onto a data structure comprises generating the data structure in dependence upon at least one of the consumer good, the service, and an aspect of the opinion.

22. A method according to claim 20 wherein, providing an indication comprises presenting a three dimensional representation of products or services having identified similarities to the first data of the one user.

23. A method according to claim 22 wherein, presenting the three dimensional representation comprises presenting the three dimensional representation in dependence upon a viewpoint of the user with respect to the three dimensional representation.

24. A method according to claim 23 wherein, presenting the three dimensional representation comprises varying an amount of information indicated in dependence upon a viewpoint of the user with respect to the three dimensional representation.

25. A method according to claim 20 wherein, identifying a similarity comprises providing a score associated with the identified similarity, the score determined in dependence upon the known process and the first data.

26. A method according to claim 25 wherein, providing an indication comprises providing an indication of the one of the consumer good and service in dependence upon the score.

27. A method according to claim 25 wherein, providing an indication comprises presenting a three dimensional representation of products or services having identified similarities to the first data of the one user in dependence of the score.

28. A method according to claim 27 wherein, presenting the three dimensional representation comprises providing the three dimensional representation in dependence upon a viewpoint of the user with respect to the three dimensional representation.

29. A method according to claim 27 wherein, presenting the three dimensional representation comprises varying an amount of information indicated in dependence upon a viewpoint of the user with respect to the three dimensional representation.

30. A computer-readable storage medium having stored thereon computer-executable instructions for performing a method of assessing consumer preference tendencies, the method comprising: storing user consumer-history data for each one of a plurality of different users, the user consumer-history data for each user including first data relating to at least one of a consumer good, a service, and an opinion that is associated, at least temporarily, with that user;correlating the first data of one user of the plurality of different users with the first data of the other users of the plurality of different users to identify which of the other users have first data associated therewith that matches the one user's first data, to within a predetermined threshold limit, so as to define a group of matching users;analyzing the first data of each user of the group of matching users according to a known process, the known process for identifying a similarity in the first data, excluding similarities that match the one user's first data to within the predetermined threshold amount, the identified similarity in the first data being indicative of one of a consumer good and a service; and,providing an indication of the one of a consumer good and a service for presentation to the one user.

31. A computer-readable storage medium according to claim 30 having stored thereon computer-executable instructions for performing a method of assessing consumer preference tendencies, the method comprising: displaying the indication of the one of a consumer good and a service to the user as a three dimensional representation, the three dimensional representation providing the indications in dependence upon at least a viewpoint of the user with respect to the three dimensional representation and a score determined in dependence upon the identified similarity.

32. A computer-readable storage medium having stored thereon computer-executable instructions for performing a method of assessing consumer preference tendencies, the method comprising: receiving first data relating to at least one of a consumer good, a service, and an opinion that is associated, at least temporarily, with a first user;using a predetermined process, mapping the first data onto a data structure having stored therein other data relating to at least one of a consumer good, a service, and an opinion that is associated, at least temporarily, with each one of a plurality of other users;correlating the first data with the other data to determine a group of other users selected from the plurality of other users, each user within the determined group of other users having first data associated therewith that matches the first data of the first user to within a predetermined threshold limit;correlating the first data of each user within the determined group of users so as to determine other matches within the group, the other matches relating to a portion of the first data that does not form a part of the first data of the first user, said portion of the first data relating to one of a consumer good and a service that is not associated with the first user; and,

33. A computer-readable storage medium according to claim 32 having stored thereon computer-executable instructions for performing a method of assessing consumer preference tendencies, the method comprising: displaying the indication of the one of a consumer good and a service to the user as a three dimensional representation, the three dimensional representation providing the indications in dependence upon at least a viewpoint of the user with respect to the three dimensional representation and a score determined in dependence upon the identified similarity.