公开(公告)号：US11853958B2

公开(公告)日：2023-12-26

申请号：US18085304

申请日：2022-12-20

申请人： Mercari, Inc.

发明人： Mohammad-Mahdi Mozzami ,  Lawrence Cate ,  Masonori Uehara ,  Eric Turner ,  Robin Clark ,  Yu Ishikawa ,  Chiaki Osaka

IPC分类号： G06Q10/0834 ,  G06N3/08 ,  G06N3/04 ,  G06F16/9537 ,  G06Q10/0835 ,  G06F9/54 ,  G06Q10/083

CPC分类号： G06Q10/08345 ,  G06F9/547 ,  G06F16/9537 ,  G06N3/04 ,  G06N3/08 ,  G06Q10/0835 ,  G06Q10/0838

摘要： Disclosed herein are various embodiments for estimating shipping costs of items purchased on an online market. An embodiment operates by detecting a sales transaction between a seller and a buyer for an item via an online marketplace. An item vector representing the item as created by a deep learning model based on a plurality of characteristics associated with the item is received. A set of proximate vectors to the item vector, each of the proximate vectors corresponding to a past listings where a past shipping cost from shipping a product in the past listing is known are identified. A weighted average is calculated from the past shipping cost of each of the past listings. A dimensional weight of the item is estimated based on the weight average, and a shipping cost for the item is estimated based on the estimated dimensional weight prior to providing the item to a carrier.