公开(公告)号：US10832268B2

公开(公告)日：2020-11-10

申请号：US15409806

申请日：2017-01-19

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Norbert M. Binkiewicz ,  Junlei Chen ,  Elizabeth J. Chester ,  Prafulla N. Dawadi ,  Robert K. Parkin ,  Emrah Zarifoglu

IPC: G06Q10/00 ,  G06Q30/02 ,  G06Q30/06 ,  H04L29/08

Abstract: In an aspect of the invention, a computer-implemented method includes: receiving, by a computing device via computer network, a plurality of session data records indicating computer network browsing activity between a plurality of client devices and a merchant server hosting an online store; aggregating, by the computing device, a subset of the plurality of session data records for a single product, of a plurality of products, identified in the session data records and offered for purchase by the online store; extracting, by the computing device, features from the aggregated subset of session data records relating to customer demand for a the single product; modeling, by the computing device, customer demand for the single product based on the extracted features; optimizing, by the computing device, a price for the single product based on results of the modeling; and publishing, by the computing device, the optimized price.

公开(公告)号：US20180204233A1

公开(公告)日：2018-07-19

申请号：US15409806

申请日：2017-01-19

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Norbert M. Binkiewicz ,  Junlei Chen ,  Elizabeth J. Chester ,  Prafulla N. Dawadi ,  Robert K. Parkin ,  Emrah Zarifoglu

IPC: G06Q30/02 ,  H04L29/06 ,  G06Q30/06 ,  H04L29/08

CPC classification number: G06Q30/0206 ,  G06Q30/0633 ,  H04L67/2833

Abstract: In an aspect of the invention, a computer-implemented method includes: receiving, by a computing device via computer network, a plurality of session data records indicating computer network browsing activity between a plurality of client devices and a merchant server hosting an online store; aggregating, by the computing device, a subset of the plurality of session data records for a single product, of a plurality of products, identified in the session data records and offered for purchase by the online store; extracting, by the computing device, features from the aggregated subset of session data records relating to customer demand for a the single product; modeling, by the computing device, customer demand for the single product based on the extracted features; optimizing, by the computing device, a price for the single product based on results of the modeling; and publishing, by the computing device, the optimized price.