Store transaction record-based foot measurement customization method and system

A technology for measuring feet and stores, which is applied in the field of measuring feet customization based on store transaction records, and the system field, which can solve problems such as high cost, time-consuming, difficult to meet actual needs and large-scale application, and save labor costs and time costs Effect

Active Publication Date: 2018-01-19
浙江星链数据科技有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This method requires a large number of samples, a variety of shoes that need to be tried on, and the subjective factors of the try-on are greatly affected, so this method is difficult and complex to operate, time-consuming, and costly. Practical needs and large-scale applications

Method used

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  • Store transaction record-based foot measurement customization method and system
  • Store transaction record-based foot measurement customization method and system
  • Store transaction record-based foot measurement customization method and system

Examples

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Embodiment Construction

[0077] The principles of the disclosure will now be described with reference to some example embodiments. It can be understood that these embodiments are described only for the purpose of illustrating and helping those skilled in the art to understand and implement the present disclosure, rather than suggesting any limitation to the scope of the present disclosure. The disclosure described herein may be implemented in various ways other than those described below.

[0078] As used herein, the term "comprising" and its variations may be understood as open-ended terms meaning "including but not limited to". The term "based on" may be understood as "based at least in part on". The term "one embodiment" can be read as "at least one embodiment". The term "another embodiment" may be understood as "at least one other embodiment".

[0079] Please refer to figure 1 It is a schematic flow chart of a method for customizing measuring feet based on store transaction records in an embod...

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PUM

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Abstract

The invention discloses a store transaction record-based foot measurement customization method and system. The method comprises the steps of establishing user tags according to personal data; according to three-dimensional foot type data obtained by registered users, obtaining foot type tags; preprocessing and storing shoe type attribute data, corresponding shoe tree attribute data and shoe tree measurement data; according to purchase behaviors of the users, obtaining transaction records; and extracting effective transaction records from the transaction records. A certain quantity of effectivetransaction record sets corresponding to one type or style of shoes can serve as training samples of a foot measurement customization model; and parameters obtained after training can be used for predicting a modification scheme that different foot types are suitable to wear shoe trees of the type or style of the shoes, so that the appropriateness and accuracy of foot measurement customization are ensured. By utilizing the transaction records of conventional sizes of the users in a store scene, the effective transaction records are judged and extracted to serve as the training samples required by the matching model after cleaning and screening are performed to a certain extent, so that an actual shoe try-on process can be omitted, and the manpower and time costs are greatly reduced.

Description

technical field [0001] The invention relates to the fields of personalized recommendation and personalized customization, in particular to a method and system for customizing feet based on store transaction records. Background technique [0002] Custom foot measurement refers to customizing a pair of shoes of the appropriate size and style according to a specific foot shape. [0003] Designated style means that the shoe style has been developed and the size can be changed by scaling or modifying the last. [0004] Existing methods for customizing shoes generally include two steps: shoe size prediction and local shoe last modification. First, based on the three-dimensional foot shape scanning data, predict a shoe size that is closest to the foot shape; then, according to the shape or measurement value of the local position, locally modify the shoe last of the predicted size. [0005] From the above, it can be seen that the key to foot measurement customization is to complet...

Claims

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Application Information

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IPC IPC(8): G06Q30/06G06Q30/02
Inventor 戴毅
Owner 浙江星链数据科技有限公司
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