Mining product recommendation from query reformulations

摘要

In various example embodiments, systems and methods to mine product recommendations from query reformulation is provided. In example embodiments, a query that corresponds to a particular product is received. Transition data for the particular product is accessed. The transition data includes values indicating a number of search transitions based on a change in queries between the particular product and other products in previous session sets of queries. One or more recommendations based on the transition data is determined and provided to the user.

主权项

1. A system comprising:
a data collection module to receive, via a user interface, a query that corresponds to a particular product; and a recommendation module comprising one or more hardware processors to:
access transition data for the particular product, the transition data including values indicating a number of search transitions based on a change in queries between the particular product and other products in previous session sets of queries, the transition data determined based on analysis of the previous session sets of queries;determine one or more recommendations based on the transition data, the one or more recommendations determined by applying a weighting function for transition data based on a recommendation depth, each recommendation depth being a level corresponding to a number of serial transitions between the particular product and each of the other products, andcause a display of the one or more recommendations to a querying user.