公开(公告)号：US20220036289A1

公开(公告)日：2022-02-03

申请号：US16952468

申请日：2020-11-19

Applicant: ORACLE INTERNATIONAL CORPORATION

Inventor： Setareh BORJIAN BOROUJENI ,  Su-Ming WU

IPC: G06Q10/08 ,  G06Q10/10 ,  G06Q10/04 ,  G06Q30/02 ,  G06Q10/06 ,  G05B19/4155

Abstract: Systems, methods, and other embodiments associated with self-tuning optimization of a replenishment policy of an item are described. In one embodiment, the method includes determining an initial replenishment policy of the item. A performance of the initial replenishment policy is determined based upon past performance of the initial replenishment policy. The initial replenishment policy is revised to get a service level of the item for future sales periods closer to a target service level of the item. Information is forwarded in real-time about the revised replenishment policy to an order fulfillment facility.

公开(公告)号：US20170212921A1

公开(公告)日：2017-07-27

申请号：US15007381

申请日：2016-01-27

Applicant: ORACLE INTERNATIONAL CORPORATION

Inventor： Su-Ming WU ,  Setareh BORJIAN BOROUJENI

IPC: G06F17/30 ,  G06N99/00

CPC classification number: G06F16/23 ,  G06F16/211 ,  G06F16/221 ,  G06F16/2365 ,  G06F16/24 ,  G06F16/24573 ,  G06N7/005 ,  G06N20/00 ,  G06Q10/00

Abstract: Systems, methods, and other embodiments associated with extracting attributes from electronic data structures are described. In one embodiment, a method includes correlating tokens from description strings with defined attributes in an electronic inventory database by identifying which of the defined attributes match the tokens to link the tokens with columns of the database associated with the defined attributes. The method includes iteratively updating annotation strings for unidentified ones of the tokens by generating suggested matches for the unidentified tokens according to known correlations between identified tokens and the defined attributes using a conditional random fields model. The method also includes populating the database using the identified tokens from the description strings according to the annotation strings by automatically storing the tokens from the description strings into the columns as identified by the annotation strings.

公开(公告)号：US20190066128A1

公开(公告)日：2019-02-28

申请号：US15685116

申请日：2017-08-24

Applicant: ORACLE INTERNATIONAL CORPORATION ,  MASSACHUSETTS INSTITUTE OF TECHNOLOGY

Inventor： Lennart BAARDMAN ,  Tamar COHEN ,  Setareh BORJIAN BOROUJENI ,  Kiran PANCHAMGAM ,  Georgia PERAKIS

IPC: G06Q30/02

Abstract: Systems, methods, and other embodiments associated with predicting customer behavior are described. The method can include identifying a group comprising customers who satisfy a defined criterion, and receiving input that identifies a factor that influences a decision by the customers to purchase a product. A likelihood that the factor will induce the customers in the group to purchase the product is generated. A customer influence on the generated likelihood is estimated independently of data expressly identifying relationships between the customers in the group. The likelihood is modified by combining the likelihood and the customer influence according to a predictive model, and one or more of the customers eligible for a promotional offer related to the product is identified based, at least in part, on the modified likelihood. Transmission of the promotional offer is controlled to transmit the promotional offer to the identified customers in the group.