Product webpage attribute value quality determination and prediction

A method comprising:

• preparing a plurality of product webpage datasets, each product webpage dataset including a plurality of attribute values extracted from a product webpage among a plurality of product webpages and a plurality of attribute types, wherein each attribute value among the plurality of attribute values is associated with a corresponding attribute type among the plurality of attribute types;
• applying a quality determining model to the plurality of product webpage datasets to produce a quality value associated with each attribute value among the plurality of attribute values included in a target product webpage dataset among the plurality of product webpage datasets;
• and
• applying an attribute value predicting model to the plurality of product webpage datasets to produce a predicted attribute value for a target attribute value associated with a quality value lower than a threshold quality value, wherein the target attribute value is among the plurality of attribute values included in the target product webpage dataset;
• wherein a featured product is described by each attribute value among the plurality of attribute values included in each product webpage dataset among the plurality of product webpage datasets.

A device comprising:

• a controller including circuitry configured to perform operations including
• preparing a plurality of product webpage datasets, each product webpage dataset including a plurality of attribute values extracted from a product webpage among a plurality of product webpages and a plurality of attribute types, wherein each attribute value among the plurality of attribute values is associated with a corresponding attribute type among the plurality of attribute types,
• applying a quality determining model to the plurality of product webpage datasets to produce a quality value associated with each attribute value among the plurality of attribute values included in a target product webpage dataset among the plurality of product webpage datasets, and
• applying an attribute value predicting model to the plurality of product webpage datasets to produce a predicted attribute value for a target attribute value associated with a quality value lower than a threshold quality value, wherein the target attribute value is among the plurality of attribute values included in the target product webpage dataset, and
• wherein a featured product is described by each attribute value among the plurality of attribute values included in each product webpage dataset among the plurality of product webpage datasets.