公开(公告)号：US20240020716A1

公开(公告)日：2024-01-18

申请号：US18049402

申请日：2022-10-25

Applicant: Oracle International Corporation

Inventor： Andrew VAKHUTINSKY ,  Jorge Luis Rivero PEREZ ,  Kirby BOSCH ,  Recep Yusuf BEKCI

IPC: G06Q30/02 ,  G06N20/20 ,  G06Q50/12

CPC classification number: G06Q30/0206 ,  G06N20/20 ,  G06Q30/0201 ,  G06Q50/12

Abstract: Embodiments upsell a hotel room selection by generating a first hierarchical prediction model corresponding to a first hotel chain, the first hierarchical prediction model receiving reservation data from one or more corresponding first hotel properties, and generating a second hierarchical prediction model corresponding to a second hotel chain, the second hierarchical prediction model receiving reservation data from one or more corresponding second hotel properties. At each of the first hierarchical prediction model and the second hierarchical prediction model, embodiments generate corresponding model parameters. At a horizontal federated server, embodiments receive the corresponding model parameters and average the model parameters to be used as a new probability distribution, and distribute the new probability distribution to the first hotel properties and the second hotel properties.

公开(公告)号：US20230376861A1

公开(公告)日：2023-11-23

申请号：US17746282

申请日：2022-05-17

Applicant: Oracle International Corporation

Inventor： Andrew VAKHUTINSKY ,  Jorge Luis Rivero PEREZ ,  Kirby BOSCH ,  Jason G BRYANT ,  Natalia KOSILOVA

IPC: G06Q10/02 ,  G06Q30/06 ,  G06Q50/12

CPC classification number: G06Q10/02 ,  G06Q30/0631 ,  G06Q50/12

Abstract: Embodiments upsell a hotel room selection by providing a first plurality of hotel room choices, each first plurality of hotel room choices comprising a first type of hotel room and a corresponding first price. Embodiments receive a first selection of one of the first plurality of hotel room choices. In response to the first selection, embodiments provide a second plurality of hotel room choices, the second plurality of hotel room choices comprising a subset of the first types of hotel room choices and a corresponding optimized price that is different from the respective corresponding first price.