RANKING KEYWORDS FOR PRODUCT TYPES WITH MANUAL CURATION

摘要

The present disclosure extends to methods, systems, and computer program products for automatically determining key words within item information with product types, and classifying new items within product types within a merchant's database.

主权项

1. A method for categorizing new product items within a merchant's database of product offerings, comprising:
receiving new product item information; receiving a keyword list and keyword scores for product types within the merchant's database; wherein the key word scores are determined by:
receiving a plurality of item information for items within a first product type;creating a list of words that appear within the plurality of item information within the first product type;selecting a keyword from the list of words that appear within the plurality of item information within the first product type;determining how many times the keyword appears in the plurality of item information within the first product type;dividing how many times the key word appears the plurality of item information by a count of how many items are represented in the first product type;determining how many times the keyword appears in all other product types within a merchant's database;dividing how many times the keyword appears in the first product type by how many times the keyword appears in all other product types within a merchant's database;dividing how many times the keyword appears in the first product type by how many a largest number of times the keyword appears in one of the other product types within a merchant's database; andproviding a score for the keyword; adding keyword scores for words from within the new product information that match keywords from the keyword list for the product types within the merchant's database; classifying the new product item as a product type for the product type producing a highest total; and updating the merchant's database with the classification for the new product item.