Apparel Fit Advisory Service

• US 20110295711A1
• Filed: 05/29/2011
• Published: 12/01/2011
• Est. Priority Date: 06/01/2010
• Status: Abandoned Application

• Current Assignee: Rouben Mazmanyan
• Original Assignee: Rouben Mazmanyan
• Inventors: Mazmanyan, Rouben
• Application Number:
  US13/118,428
• Publication Number:
  US 20110295711A1
• Time in Patent Office: Days
• US Class Current: 705/26.7
• CPC Class Codes: G06Q 30/02 Marketing; Price estimation or determination; Fundraising
• CPC Class Codes: G06Q 30/0631 Item recommendations

Abstract

A data processing method determines an appropriate size of a selected apparel for an individual based on the individual'"'"'s fit indicators characterizing the fit of apparels to the individual. The fit indicators factor in the individual'"'"'s body profile and fit preferences. The method employs data on fit indicators associated with other individuals, where these fit indicators are for apparels that are at least of the same type and style as the apparel in question. In addition, at least one fit indicator associated with the other individuals is related to a certain size of the apparel in question.

Claims

1. ) A method of providing for a selected individual at least one size recommendation for a selected article of apparel, the method comprising the steps of:

a) providing a reference data set comprising a plurality of reference records, each reference record comprising an identity of an individual, a respective designation for a respective article of apparel, an associated size of the respective article of apparel and an associated fit assessment comprising a respective value assigned to the respective article of apparel;

b) receiving a designation of the selected article of apparel;

c) receiving at least one record associated with the selected individual, each record associated with the selected individual comprising a respective designation for a respective article of apparel of at least the same style and type as the selected article of apparel, an associated size of the respective article of apparel and an associated fit assessment comprising a respective value assigned to the respective article of apparel;

d) defining a subset of the reference data set comprising reference records for individuals associated with at least one article of apparel of at least the same style and type as the selected article of apparel wherein at least one reference record in the subset comprises a respective designation corresponding to that of the selected article of apparel; and

e) providing the at least one size recommendation based on at least one fit assessment from the at least one record associated with the selected individual and at least one fit assessment from the defined subset.

2. ) The method of claim 1 further comprising providing a plurality of the size recommendations for a plurality of the selected articles of apparel.

3. ) The method of claim 1 wherein at least one of the reference records further comprises at least one respective apparel element associated with the respective article of apparel.

4. ) The method of claim 1 wherein at least one fit assessment comprises a respective numerical value assigned to the respective article of apparel by the individual associated therewith.

5. ) The method of claim 1 wherein at least one of the fit assessments is calculated using individual profile data.

6. ) The method of claim 1 wherein at least one of the fit assessments is calculated using apparel profile data.

7. ) The method of claim 1 wherein the defined steps are carried out by at least one server apparatus, and wherein the designation of the selected article of apparel and the at least one record associated with the selected individual are transmitted over a network from at least one client apparatus associated with the selected individual.

8. ) The method of claim 1 initiated by transmitting a request over a peer-to-peer network comprising a plurality of computing devices jointly operable, responsive to the request, to carry out the steps of providing the reference data set, receiving the designation, receiving the at least one record, defining the subset, and providing the size recommendation.

9. ) The method of claim 1 wherein the step of providing the size recommendation comprises the substeps of:

e1) supplementing the defined subset by the at least one record associated with the selected individual; and

e2) comparing fit assessments of the records in the supplemented subset.

10. ) The method of claim 1 wherein the step of providing the size recommendation comprises the substeps of:

e1) supplementing the defined subset by the at least one record associated with the selected individual;

e2) comparing fit preferences of the records in the supplemented subset.

11. ) A method of providing for a selected individual at least one size recommendation for a selected article of apparel, the method comprising the steps of:

a) providing a reference data set comprising a plurality of reference records, each reference record comprising an identity of an individual, a respective designation for a respective article of apparel, an associated size of the respective article of apparel and an associated fit assessment comprising a respective value assigned to the respective article of apparel;

b) receiving a designation of the selected article of apparel;

c) receiving at least one record associated with the selected individual, each record associated with the selected individual comprising a respective designation for a respective article of apparel of at least the same style and type as the selected article of apparel, an associated size of the respective article of apparel and an associated fit assessment comprising a respective value assigned to the respective article of apparel;

d) defining a subset of the reference data set comprising reference records for individuals associated with at least one article of apparel of at least the same style and type as the selected article of apparel wherein at least one reference record in the subset comprises a respective designation corresponding to that of the selected article of apparel; and

e) predicting for the selected individual at least one fit assessment for at least one size of the selected article of apparel based on at least one fit assessment from the at least one record associated with the selected individual and at least one fit assessment from the defined subset; and

f) providing the at least one size recommendation based on the at least one predicted fit assessment.

12. ) A method of providing for a selected individual a size recommendation for a selected article of apparel, the method comprising the steps of:

a) providing a reference data set comprising a plurality of reference records, each reference record comprising an identity of an individual;

a respective set of designations, each designation being uniquely associated with a respective article of apparel;

a respective associated set of sizes of the respective designated articles of apparel; and

a respective associated set of fit assessments, each fit assessment comprising at least one respective value assigned to the respective associated designated article of apparel;

b) receiving a designation of the selected article of apparel;

c) receiving at least one record associated with the selected individual, each record associated with the selected individual comprising a respective set of designations, each designation being uniquely associated with a respective article of apparel other than the selected article of apparel;

a respective associated set of sizes of the respective designated articles of apparel; and

a respective associated set of fit assessments, each fit assessment comprising at least one respective value assigned to the respective associated designated articles of apparel;

d) defining a subset of the reference data set comprising reference records for individuals associated with at least one article of apparel of at least the same style and type as the selected article of apparel wherein at least one reference record in the subset comprises a respective designation corresponding to that of the selected article of apparel;

e) comparing the sets of fit assessments of the records in the defined subset and of the at least one record associated with the selected individual to determine at least one predicted fit assessment for at least one size of the selected article of apparel; and

f) providing the size recommendation based on the at least one predicted fit assessment.

13. ) The method of claim 12 wherein the step of providing the size recommendation further comprises comparing respective fit assessments predicted for two different sizes.

14. ) The method of claim 12 wherein the step of providing the size recommendation further comprises comparing at least one predicted fit assessment for the at least one size with at least one fit assessment determining an appropriate fit of apparels of at least the same style and type to any individual.

15. ) The method of claim 12 wherein the step of comparing the sets of fit assessments further comprises comparing magnitudes of fit assessments.

16. ) The method of claim 12 wherein the step of comparing the sets of fit assessments further comprises determining functional interrelations between fit assessments.

17. ) The method of claim 12 wherein the step of comparing the sets of fit assessments further comprises determining similarities between fit assessments.

18. ) The method of claim 12 wherein the step of providing the size recommendation is further based on at least one integral predicted fit assessment generated from a plurality of the predicted fit assessments.

19. ) The method of claim 12 wherein the step of comparing the sets of fit assessments comprises the substeps of:

e1) supplementing the defined subset by the at least one record associated with the selected individual;

e2) locating, in the supplemented subset, overlap pairs of groups of sets of fit assessments wherein at least one set of fit assessments associated with the selected individual contributes to at least one overlap pair of groups, and wherein each group comprises those sets of fit assessments associated with a single individual, and wherein sets of fit assessments within each group are related to different sizes and designations; and

e3) comparing the sets of fit assessments for the located overlap pairs.

20. ) The method of claim 12 wherein the step of comparing the sets of fit assessments comprises the substeps of:

e1) supplementing the defined subset by the at least one record associated with the selected individual;

e2) locating in the supplemented subset overlap pairs of sets of fit assessments related to matching sizes and designations wherein each overlap pair comprises fit assessments associated with two different individuals, and wherein at least one of the overlap pairs comprises fit assessments associated with the selected individual;

e3) comparing the sets of fit assessments for the located overlap pairs.

21. ) The method of claim 12 wherein the step of comparing the sets of fit assessments further comprises comparing at least one set of fit assessments from the at least one record associated with the selected individual with at least one set of fit assessments from the defined subset.

22. ) The method of claim 12 wherein the step of comparing the sets of fit assessments further comprises comparing at least one set of fit assessments from the defined subset with another set of fit assessments from the defined subset.

23. ) The method of claim 12 wherein the step of comparing the sets of fit assessments comprises the substeps of:

comparing at least one set of fit assessments from the defined subset with another set of fit assessments from the defined subset to generate at least one additional set of fit assessments; and

comparing the at least one additional set of fit assessments with the at least one record associated with the selected individual.

24. ) The method of claim 12 wherein the step of comparing the sets of fit assessments comprises directly comparing fit assessments from different sets thereof.

25. ) The method of claim 12 wherein the step of comparing the sets of fit assessments comprises comparing different sets of fit assessments respectively associated with different sizes of the selected article of apparel.

26. ) The method of claim 12 wherein the step of comparing the sets of fit assessments comprises comparing sets of fit assessments respectively associated with different designations.

27. ) The method of claim 12 wherein the step of comparing the sets of fit assessments comprises the substeps of:

e1) supplementing the defined subset by the at least one record associated with the selected individual;

e2) locating, in the supplemented subset, overlap pairs of groups of sets of fit assessments wherein at least one set of fit assessments associated with the selected individual contributes to at least one overlap pair of groups, and wherein each group comprises those sets of fit assessments related to a single size and designation and wherein sets of fit assessments within each group are associated with different individuals; and

e3) comparing the sets of fit assessments for the located overlap pairs.

28. ) The method of claim 12 wherein the step of comparing the sets of fit assessments comprises the substeps of:

e1) supplementing the defined subset by the at least one record associated with the selected individual;

e2) locating, in the supplemented subset, overlap pairs of sets of fit assessments having different sizes and designations for the associated individual wherein at least one set of fit assessments associated with the selected individual contributes to at least one overlap pair; and

e3) comparing the sets of fit assessments for the located overlap pairs.

29. ) The method of claim 12 wherein the step of comparing the sets of fit assessments comprises comparing at least one set of fit assessments associated with the selected individual with at least one other set of fit assessments associated with the selected individual.

30. ) The method of claim 12 wherein the step of comparing the sets of fit assessments further comprises comparing at least one set of fit assessments from the defined subset with another set of fit assessments from the defined subset wherein the compared sets are associated with the same individual.

31. ) The method of claim 12 wherein the step of comparing the sets of fit assessments further comprises comparing at least one set of fit assessments from the defined subset with another set of fit assessments from the defined subset to generate at least one additional set of fit assessments;

and comparing the at least one additional set of fit assessments with the at least one record related to the selected article of apparel.

32. ) The method of claim 12 wherein the step of comparing the sets of fit assessments comprises comparing different sets of fit assessments respectively associated with the same size.

33. ) The method of claim 12 wherein the step of comparing the sets of fit assessments comprises comparing sets of fit assessments respectively associated with the same designation.

34. ) The method of claim 12 wherein the step of comparing the sets of fit assessments comprises the substeps of:

e1) supplementing the defined subset by the at least one record associated with the selected individual;

e2) locating, in the supplemented subset, first overlap pairs of sets of fit assessments related to matching sizes and designations wherein each overlap pair comprises fit assessments associated with two different individuals, and wherein at least one of the overlap pairs comprises fit assessments associated with the selected individual;

e3) locating, in the supplemented subset, second overlap pairs of sets of fit assessments wherein each overlap pair comprises fit assessments associated with articles of apparel having different sizes and designations, wherein all the fit assessments in each overlap pair are associated with the same individual, and wherein at least one overlap pair comprises sets of fit assessments associated with the selected individual; and

e4) comparing the sets of fit assessments from the first and the second overlap pairs of sets thereof.

35. ) The method of claim 12 wherein the step of comparing the sets of fit assessments comprises comparing different sets of fit assessments, at least two of the compared sets of fit assessments being related to the same size and designation and at least two being associated with the same individual.

36. ) A method of providing for a selected individual at least one size recommendation for a selected article of apparel, the method comprising the steps of:

a) providing a reference set of records, each record in the set comprising an associated individual'"'"'s identity, a respective designation for a respective article of apparel, an associated size of the respective article of apparel and an associated fit assessment comprising a respective value assigned to the respective article of apparel;

b) receiving a designation of the selected article of apparel;

c) receiving at least one record associated with the selected individual, each record associated with the selected individual comprising a respective designation for a respective article of apparel of at least the same style and type as the selected article of apparel, an associated size of the respective article of apparel and an associated fit assessment comprising a respective value assigned to the respective article of apparel;

d) providing a set of produced sizes of the selected article of apparel;

e) defining a set of missing sizes of the selected article of apparel, the set of missing sizes including all sizes in the at least one record associated with the selected individual for which there is no corresponding fit assessment;

f) providing at least one rule of changes of characteristics and fit assessments between sizes of the selected article of apparel for at least some of the sizes in the set of produced sizes;

g) predicting at least one fit assessment related to at least one size from the defined set of missing sizes based on at least one respective fit assessment from the at least one record associated with the selected individual and on the at least one rule of changes; and

h) providing the at least one size recommendation based on the at least one predicted fit assessment related to at least one size from the defined set of missing sizes.