公开(公告)号：US20230214731A1

公开(公告)日：2023-07-06

申请号：US18114562

申请日：2023-02-27

申请人： American Airlines, Inc.

发明人： James Fox ,  Marcial Lapp ,  Julianne Bowles ,  Randeep Ramamurthy ,  Yuxi Xiao ,  Daniel Muzich ,  Thomas Trenga

IPC分类号： G06Q10/02 ,  G06Q10/0631 ,  G06Q30/0201 ,  G06Q50/14

CPC分类号： G06Q10/02 ,  G06Q10/0631 ,  G06Q30/0206 ,  G06Q50/14

摘要： The system determines even-spaced quantiles for network optimization. The system may utilize authorization level to expected network conversion. The system may be used in connection with yield management systems, inventory control systems, or revenue management systems.

公开(公告)号：US20200320443A1

公开(公告)日：2020-10-08

申请号：US16907623

申请日：2020-06-22

申请人： American Airlines, Inc.

发明人： James Fox ,  Randeep Ramamurthy ,  Julianne Anderson ,  Arthur Busse ,  Marcial Lapp ,  Daniel Muzich ,  Thomas Trenga

IPC分类号： G06Q10/02 ,  G06Q10/06 ,  G06Q30/02

摘要： A system is disclosed for forecasting costs and determining probabilities, along with the use of prediction modeling. The system analyzes previous actions to determine future actions, while using cost prediction modeling.

公开(公告)号：US20180082222A1

公开(公告)日：2018-03-22

申请号：US15823888

申请日：2017-11-28

申请人： American Airlines, Inc.

发明人： James Fox ,  Marcial Lapp ,  Julianne Bowles ,  Randeep Ramamurthy ,  Yuxi Xiao ,  Daniel Muzich ,  Thomas Trenga

IPC分类号： G06Q10/02 ,  G06Q50/14 ,  G06Q30/02

CPC分类号： G06Q10/02 ,  G06Q10/0631 ,  G06Q30/0206 ,  G06Q50/14

摘要： The system determines even-spaced quantiles for network optimization. The system may utilize authorization level to expected network conversion. The system may be used in connection with yield management systems, inventory control systems, or revenue management systems.

公开(公告)号：US20180025296A1

公开(公告)日：2018-01-25

申请号：US15695446

申请日：2017-09-05

申请人： American Airlines, Inc.

发明人： James Fox ,  Randeep Ramamurthy ,  Julianne Anderson ,  Arthur Busse ,  Marcial Lapp ,  Daniel Muzich ,  Thomas Trenga

IPC分类号： G06Q10/02 ,  G06Q30/02 ,  G06Q10/06

CPC分类号： G06Q10/02 ,  G06Q10/0631 ,  G06Q30/0202

摘要： A system for linear regression modeling for load factors is disclosed. The system determines capacity, optimal authorizations, probabilities and models using a real-time iterative process throughout a period of time.

公开(公告)号：US11620590B1

公开(公告)日：2023-04-04

申请号：US16991470

申请日：2020-08-12

申请人： American Airlines, Inc.

发明人： James Fox ,  Marcial Lapp ,  Julianne Bowles ,  Randeep Ramamurthy ,  Yuxi Xiao ,  Daniel Muzich ,  Thomas Trenga

IPC分类号： G06Q10/04 ,  G06Q10/06 ,  G06Q30/02 ,  G06Q10/02 ,  G06Q50/14 ,  G06Q10/0631 ,  G06Q30/0201 ,  G06Q20/04 ,  G06Q30/0283

摘要： In a computerized remapping system for airline seat bookings, actual airline seat bookings are restated in a remapped form reflecting the value of each leg of the booking from a network perspective, facilitating improved demand forecasts for subsequent seat bookings. In this manner, seat protects and seat pricing may be better allocated to align with actual demand.

公开(公告)号：US20200320444A1

公开(公告)日：2020-10-08

申请号：US16907665

申请日：2020-06-22

申请人： American Airlines, Inc.

发明人： James Fox ,  Randeep Ramamurthy ,  Julianne Anderson ,  Arthur Busse ,  Marcial Lapp ,  Daniel Muzich ,  Thomas Trenga

IPC分类号： G06Q10/02 ,  G06Q10/06 ,  G06Q30/02

摘要： A system is disclosed for determining a real-time probability iteratively throughout a period of time. The system conducts an upgrade analysis by determining that an expected marginal seat revenue for a sale of an additional coach seat is greater than an expected marginal seat revenue for a sale of an additional first class seat.

公开(公告)号：US10748087B2

公开(公告)日：2020-08-18

申请号：US15823888

申请日：2017-11-28

申请人： American Airlines, Inc.

发明人： James Fox ,  Marcial Lapp ,  Julianne Bowles ,  Randeep Ramamurthy ,  Yuxi Xiao ,  Daniel Muzich ,  Thomas Trenga

IPC分类号： G06Q10/02 ,  G06Q10/06 ,  G06Q30/02 ,  G06Q50/14

摘要： The system determines even-spaced quantiles for network optimization. The system may utilize authorization level to expected network conversion. The system may be used in connection with yield management systems, inventory control systems, or revenue management systems.

公开(公告)号：US20180089599A1

公开(公告)日：2018-03-29

申请号：US15809105

申请日：2017-11-10

申请人： American Airlines, Inc.

发明人： James Fox ,  Randeep Ramamurthy ,  Julianne Anderson ,  Arthur Busse ,  Marcial Lapp ,  Daniel Muzich ,  Thomas Trenga

IPC分类号： G06Q10/02 ,  G06Q10/06 ,  G06Q30/02

CPC分类号： G06Q10/02 ,  G06Q10/0631 ,  G06Q30/0202

摘要： The system applies logistic regression to historical data to generate forecast coefficients. The system creates an updated authorization parameter in real-time iteratively throughout a period of time.

公开(公告)号：US20180060762A1

公开(公告)日：2018-03-01

申请号：US15793676

申请日：2017-10-25

申请人： American Airlines, Inc.

发明人： James Fox ,  Randeep Ramamurthy ,  Julianne Anderson ,  Arthur Busse ,  Marcial Lapp ,  Daniel Muzich ,  Thomas Trenga

IPC分类号： G06Q10/02 ,  G06Q10/06 ,  G06Q30/02

CPC分类号： G06Q10/02 ,  G06Q10/0631 ,  G06Q30/0202

摘要： A system is disclosed for determining a real-time probability iteratively throughout a period of time. The system conducts an upgrade analysis by determining that an expected marginal seat revenue for a sale of an additional coach seat is greater than an expected marginal seat revenue for a sale of an additional first class seat.

公开(公告)号：US11887025B1

公开(公告)日：2024-01-30

申请号：US18128950

申请日：2023-03-30

申请人： American Airlines, Inc.

发明人： James Fox ,  Randeep Ramamurthy ,  Julianne Anderson ,  Arthur Busse ,  Marcial Lapp ,  Daniel Muzich ,  Thomas Trenga

IPC分类号： G06Q10/00 ,  G06Q30/00 ,  G06Q10/02 ,  G06Q30/0202 ,  G06Q50/30 ,  G06Q10/0637 ,  G06Q10/087

CPC分类号： G06Q10/02 ,  G06Q10/0637 ,  G06Q10/087 ,  G06Q30/0202 ,  G06Q50/30

摘要： Systems and methods to generate predicted variances of an operation based on data from one or more connected databases.