MINING PRODUCT RECOMMENDATION FROM QUERY REFORMULATIONS

摘要

Systems and methods to mine product recommendations from query reformulation are 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 reflecting a number of search transitions between the particular product and other products in session sets of previous queries. One or more recommendations based on the transition data is determined. The one or more recommendation are provided to a device of the user.

主权项

1. A method comprising:
receiving a query that corresponds to a particular product; accessing, from a data storage 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; determining, by one or more hardware processors, one or more recommendations based on the transition data, the determining including removing a particular recommendation based on a user previously having selected the particular recommendation; and providing the one or more recommendations to a device of the user.