LARGE-SCALE RECOMMENDATIONS FOR A DYNAMIC INVENTORY

摘要

A system comprising a computer-readable storage medium storing at least one program and a computer-implemented method for providing recommendations are presented. Consistent with some embodiments, the method may include accessing a selection of queries executed on a database of items. The selection of queries may be used to retrieve a plurality of items from the database. The plurality of items may be grouped into one of multiple clusters based on similarities between items. The method may further include receiving a recommendation request related to an item corresponding to a first cluster of the multiple clusters. A recommendation may be generated using a related item selected from the first cluster.

主权项

1. A system comprising:
a processor of a machine; a cluster definition module configured to:
access a selection of queries executed on a database of items,retrieve a plurality of items from the database using the selection of queries; andgroup each of the plurality of items into one of multiple clusters based on a similarity of each of the plurality of items retrieved from the database using the selection of queries; and a similar item recommendation module configured to:
receive a similar item recommendation request related to a first item corresponding to a first cluster of the multiple clusters; andgenerate a recommendation including a second item selected from the first cluster of the multiple clusters.