Abstract: A system for dynamic substitution of a user query adapted for use in an online fashion platform is provided. The system includes a query retrieval module configured to retrieve the user query from the online fashion platform. The user query is provided by a user and the user query has one or more query attributes. The system also includes a session data module configured to store session data collected over a plurality of sessions on the online fashion platform. The system further includes an analytics module coupled with the session data module and the query retrieval module and is configured to analyze the user query to identify and extract a query object and one or more query attributes. The analytics module is configured to compute a popularity score for each query attribute. The popularity score is a function of the number of times an article related to the product attribute was searched.

Abstract: A system for dynamic substitution of a user query adapted for use in an online fashion platform is provided. The system includes a query retrieval module configured to retrieve the user query from the online fashion platform. The user query is provided by a user and the user query has one or more query attributes. The system also includes a session data module configured to store session data collected over a plurality of sessions on the online fashion platform. The system further includes an analytics module coupled with the session data module and the query retrieval module and is configured to analyze the user query to identify and extract a query object and one or more query attributes. The analytics module is configured to compute a popularity score for each query attribute. The popularity score is a function of the number of times an article related to the product attribute was searched.