How can I group noisy product names when I don't know the canonical names yet?
I have a large corpus of item names that may refer to the same product using aliases, abbreviations, years, or descriptive words. I don't have a canonical product…
entity resolution
What's the best way to normalize product data from over 200 retailers?
I'm tackling a complex technical challenge for a cross-retailer purchase memory system. The main task involves ingesting order confirmation emails from various retailers and normalizing the inconsistent product…
Best Techniques for Matching Company Names and Addresses
I'm dealing with a dataset that contains around 400 million entries of company-owned products, but the names and addresses come in inconsistent formats. For example, one entry might…