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US 12,749,290 B2Granted
Storage medium, data generation method, and information processing device
AssigneeFujitsu Limited
InventorsYuya Obinata, Yasuhiro Aoki, Takuma Yamamoto, Daisuke Uchida
Life of this patent
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Abstract
A non-transitory computer-readable storage medium storing a data generation program that causes at least one computer to execute a process, the process includes acquiring product data; generating reference source data in which attributes of products are associated with each of a plurality of hierarchies based on a variance relationship of attributes of products included in the acquired product data; and setting the generated reference source data as data to be referred to by a zero-shot image classifier.
Claims7
A non-transitory computer-readable storage medium storing a data generation program that causes at least one computer to execute a process, the process comprising:
- acquiring product data;
- generating reference source data in which attributes of products are associated with each of a plurality of hierarchies based on a variance relationship of attributes of products included in the acquired product data;
- and
- setting the generated reference source data as data to be referred to by a zero-shot image classifier, wherein the generating includes:
- adding a second hierarchy that has attributes related to prices of products under elements of a first hierarchy included in a template of a hierarchical structure;
- assigning items of products similar to elements of the second hierarchy among items of products to be sold in a store under the elements of the second hierarchy;
- determining, as a terminus of the hierarchical structure, an element in which a variance of prices of products that belong to the elements of the first hierarchy is a threshold or less among the elements of the first hierarchy;
- and determining, as a terminus of the hierarchical structure, an element in which a variance of prices of products that belong to the elements of the second hierarchy is the threshold or less among the elements of the second hierarchy.
5 more elements
A data generation method for a computer to execute a process comprising:
- acquiring product data;
- generating reference source data in which attributes of products are associated with each of a plurality of hierarchies based on a variance relationship of attributes of products included in the acquired product data;
- and
- setting the generated reference source data as data to be referred to by a zero-shot image classifier, wherein the generating includes:
- adding a second hierarchy that has attributes related to prices of products under elements of a first hierarchy included in a template of a hierarchical structure;
- assigning items of products similar to elements of the second hierarchy among items of products to be sold in a store under the elements of the second hierarchy;
- determining, as a terminus of the hierarchical structure, an element in which a variance of prices of products that belong to the elements of the first hierarchy is a threshold or less among the elements of the first hierarchy;
- and
- determining, as a terminus of the hierarchical structure, an element in which a variance of prices of products that belong to the elements of the second hierarchy is the threshold or less among the elements of the second hierarchy.
6 more elements
An information processing device comprising:
- one or more memories;
- and
- one or more processors coupled to the one or more memories and the one or more processors configured to:
- acquire product data,
- generate reference source data in which attributes of products are associated with each of a plurality of hierarchies based on a variance relationship of attributes of products included in the acquired product data, and
- set the generated reference source data as data to be referred to by a zero-shot image classifier, wherein the generating of the reference source data includes:
- adding a second hierarchy that has attributes related to prices of products under elements of a first hierarchy included in a template of a hierarchical structure;
- assigning items of products similar to elements of the second hierarchy among items of products to be sold in a store under the elements of the second hierarchy;
- determining, as a terminus of the hierarchical structure, an element in which a variance of prices of products that belong to the elements of the first hierarchy is a threshold or less among the elements of the first hierarchy;
- and
- determining, as a terminus of the hierarchical structure, an element in which a variance of prices of products that belong to the elements of the second hierarchy is the threshold or less among the elements of the second hierarchy.
8 more elements
Dependencies are inferred from the claim text.