Enhanced complementary recommendation
AssigneeWalmart Apollo, LLC
InventorsHabibur RAHMAN, Sriram Guna Sekhar KOLLIPARA, Zeinab TAGHAVI NASR ABADI, Omkar DESHPANDE
Life of this patent
Estimating the term…
Abstract
An approach is disclosed for providing enhanced complementary recommendations. The approach receives an anchor item. The approach determines one or more items similar to the anchor item, based on at least one of co-view data and content data of the anchor item. The approach determines one or more items that complement the one or more similar items, based on co-purchase data of the one or more similar items. The approach generates recommended complementary item data for the anchor item. The approach generates the recommended complementary item data based on the co-purchase data and at least one of the co-view data and the content data.
Claims20
A system comprising:
- a computing device configured to:
- receive an anchor item;
- determine one or more items similar to the anchor item, based on at least one of co-view data and content data of the anchor item;
- determine one or more items that complement the one or more similar items, based on co-purchase data of the one or more similar items;
- and
- generate recommended complementary item data for the anchor item,
- wherein the recommended complementary item data is generated based on the co-purchase data and at least one of the co-view data and the content data.
A method comprising:
- receiving an anchor item;
- determining one or more items similar to the anchor item, based on at least one of co-view data and content data of the anchor item;
- determining one or more items that complement the one or more similar items, based on co-purchase data of the one or more similar items;
- and
- generating recommended complementary item data for the anchor item,
- wherein the recommended complementary item data is generated based on the co-purchase data and at least one of the co-view data and the content data.
A computer program product comprising:
- a non-transitory computer readable medium having program instructions stored thereon, the program instructions executable by one or more processors, the program instructions comprising:
- receiving an anchor item;
- determining one or more items similar to the anchor item, based on at least one of co-view data and content data of the anchor item;
- determining one or more items that complement the one or more similar items, based on co-purchase data of the one or more similar items;
- and
- generating recommended complementary item data for the anchor item,
- wherein the recommended complementary item data is generated based on the co-purchase data and at least one of the co-view data and the content data.
Dependencies are inferred from the claim text.