公开(公告)号：US11321722B2

公开(公告)日：2022-05-03

申请号：US14600099

申请日：2015-01-20

Applicant: ORACLE INTERNATIONAL CORPORATION

Inventor： Su-Ming Wu ,  Saraswati Yagnavajhala

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

Abstract: Systems, methods, and other embodiments associated with incrementally swapping items in an assortment are described. In one embodiment, a computing system includes demand logic configured to read data from an electronic data structure that defines an assortment. The assortment defines a subset of items from a product category. The demand logic is configured to generate forecasted changes to an associated metric value by generating demand transference values for (i) individually removing each item presently in the assortment and (ii) individually adding each item of a set of available items of the product category. The computing system includes assortment logic configured to transform the electronic data structure that defines the assortment according to the forecasted changes by incrementally swapping items in the assortment for new items in the available set of items until the forecasted changes between items in the assortment and new items in the set of available items satisfy a predefined condition.

公开(公告)号：US20250069104A1

公开(公告)日：2025-02-27

申请号：US18454697

申请日：2023-08-23

Applicant: Oracle International Corporation

Inventor： Yu Zhao ,  David Richard Anderson ,  Saraswati Yagnavajhala

IPC: G06Q30/0201

Abstract: Techniques for generating a retail forecasting model from product-cluster-based estimated elasticity values to forecast the effects of price changes on the demand for a set of products are disclosed. A system generates cluster-based price-elasticity values for a set of products by applying a set of regressive elasticity-estimation algorithms to a set of product data and clustering products based on product descriptions and estimated price-elasticity values. The system uses the cluster-based price-elasticity values for the products to generate the retail forecasting model.

公开(公告)号：US11514374B2

公开(公告)日：2022-11-29

申请号：US16736284

申请日：2020-01-07

Applicant: Oracle International Corporation

Inventor： Andrew Vakhutinsky ,  Setareh Borjian Boroujeni ,  Saraswati Yagnavajhala ,  Jorge Luis Rivero Perez ,  Dhruv Agarwal ,  Akash Chatterjee

IPC: G06Q10/02 ,  G06Q10/06 ,  G06Q50/12 ,  G06Q10/04

Abstract: Embodiments provide optimized room assignments for a hotel in response to receiving a plurality of hard constraints and soft constraints and receiving reservation preferences and room features. The optimization includes determining a guest satisfaction assignment cost based on the reservation preferences and room features, determining an operational efficiency assignment cost, generating a weighted cost matrix based on the guest satisfaction assignment cost and the operational efficiency assignment cost, and generating preliminary room assignments based on the weighted cost matrix. When the preliminary room assignments are feasible, the preliminary room assignments are the optimized room assignments comprising a feasible selection of elements of the matrix. When the preliminary room assignments are infeasible, embodiments relax one or more constraints and repeat the performing optimization until the preliminary room assignments are feasible.