/rakuten_ecommerce

Discovering the best parts of ecommerce product descriptions. Data courtesy of Rakuten

Primary LanguagePython

This repository is DEPRECIATED. Please see this repo for an official code release.

Rakuten Ecommerce

Discovering the best parts of ecommerce product descriptions. Data courtesy of Rakuten.

Data Description

  • Description files

    • Filename: <type>.desc.<ID>
    • Format: <item title> <item_id> <price> <description> <item_id(not used)><img_url><number of review> <avg_rating> <shop_name> <category_id>

  • Sales files

    • Filename: <type>_sales.txt
    • Format: <item_id> <sold unit>

  • Note

    • Files are tab-seperated

Approach

Use adversarial discriminative network to find subsequences of description that are predictive of log(sold_unit), irrespective of other factors (title, price, shop rating, category id).