公开(公告)号：US11921811B2

公开(公告)日：2024-03-05

申请号：US17366673

申请日：2021-07-02

Applicant: eBay Inc.

Inventor： Deepak Kumar Vasthimal ,  Pavan Kumar Srirama ,  Arun Kumar Akkinapalli

IPC: G06F17/00 ,  G06F1/16 ,  G06F3/16 ,  G06F9/451 ,  G06F11/34 ,  G06F16/958 ,  G06N20/00

CPC classification number: G06F16/958 ,  G06F1/163 ,  G06F3/167 ,  G06F9/451 ,  G06F11/3419 ,  G06F11/3438 ,  G06F11/3452 ,  G06N20/00

Abstract: An experimentation platform controls testing of features by an application server. Based on a user identifier, the experimentation platform determines which feature should be provided, and the application server provides the corresponding version of a user interface. If the user behavior data shows that using a tested feature results in an improvement, the tested feature will be adopted. To determine whether or not an improvement is observed, a statistically significant amount of data is gathered. The experimentation platform gathers data regarding user behavior for the feature versions and, in response, adjusts the frequency at which each version is served. Providing the proposed version to an increased percentage of users decreases the total number of page serves required to gather statistically significant data. The experimentation platform may provide an updated projected time to completion of testing based on the changed percentage of users receiving the proposed version.

公开(公告)号：US12216729B2

公开(公告)日：2025-02-04

申请号：US18237704

申请日：2023-08-24

Applicant: eBay Inc.

Inventor： Deepak Kumar Vasthimal ,  Pavan Kumar Srirama ,  Arun Kumar Akkinapalli

IPC: G06F17/00 ,  G06F1/16 ,  G06F3/16 ,  G06F9/451 ,  G06F11/34 ,  G06F16/958 ,  G06N20/00

Abstract: An experimentation platform controls testing of features by an application server. Based on a user identifier, the experimentation platform determines which feature should be provided, and the application server provides the corresponding version of a user interface. If the user behavior data shows that using a tested feature results in an improvement, the tested feature will be adopted. To determine whether or not an improvement is observed, a statistically significant amount of data is gathered. The experimentation platform gathers data regarding user behavior for the feature versions and, in response, adjusts the frequency at which each version is served. Providing the proposed version to an increased percentage of users decreases the total number of page serves required to gather statistically significant data. The experimentation platform may provide an updated projected time to completion of testing based on the changed percentage of users receiving the proposed version.

公开(公告)号：US20210334323A1

公开(公告)日：2021-10-28

申请号：US17366673

申请日：2021-07-02

Applicant: eBay Inc.

Inventor： Deepak Kumar Vasthimal ,  Pavan Kumar Srirama ,  Arun Kumar Akkinapalli

IPC: G06F16/958 ,  G06F9/451 ,  G06F11/34 ,  G06N20/00 ,  G06F3/16 ,  G06F1/16

Abstract: An experimentation platform controls testing of features by an application server. Based on a user identifier, the experimentation platform determines which feature should be provided, and the application server provides the corresponding version of a user interface. If the user behavior data shows that using a tested feature results in an improvement, the tested feature will be adopted. To determine whether or not an improvement is observed, a statistically significant amount of data is gathered. The experimentation platform gathers data regarding user behavior for the feature versions and, in response, adjusts the frequency at which each version is served. Providing the proposed version to an increased percentage of users decreases the total number of page serves required to gather statistically significant data. The experimentation platform may provide an updated projected time to completion of testing based on the changed percentage of users receiving the proposed version.

公开(公告)号：US20230401276A1

公开(公告)日：2023-12-14

申请号：US18237704

申请日：2023-08-24

Applicant: eBay Inc.

Inventor： Deepak Kumar Vasthimal ,  Pavan Kumar Srirama ,  Arun Kumar Akkinapalli

IPC: G06F16/958 ,  G06F9/451 ,  G06F11/34 ,  G06N20/00 ,  G06F3/16 ,  G06F1/16

CPC classification number: G06F16/958 ,  G06F9/451 ,  G06F11/3438 ,  G06N20/00 ,  G06F11/3419 ,  G06F3/167 ,  G06F1/163 ,  G06F11/3452

Abstract: An experimentation platform controls testing of features by an application server. Based on a user identifier, the experimentation platform determines which feature should be provided, and the application server provides the corresponding version of a user interface. If the user behavior data shows that using a tested feature results in an improvement, the tested feature will be adopted. To determine whether or not an improvement is observed, a statistically significant amount of data is gathered. The experimentation platform gathers data regarding user behavior for the feature versions and, in response, adjusts the frequency at which each version is served. Providing the proposed version to an increased percentage of users decreases the total number of page serves required to gather statistically significant data. The experimentation platform may provide an updated projected time to completion of testing based on the changed percentage of users receiving the proposed version.

公开(公告)号：US11086963B2

公开(公告)日：2021-08-10

申请号：US16210845

申请日：2018-12-05

Applicant: eBay Inc.

Inventor： Deepak Kumar Vasthimal ,  Pavan Kumar Srirama ,  Arun Kumar Akkinapalli

IPC: G06F17/00 ,  G06F16/958 ,  G06F9/451 ,  G06F11/34 ,  G06N20/00 ,  G06F3/16 ,  G06F1/16

Abstract: An experimentation platform controls testing of features by an application server. Based on a user identifier, the experimentation platform determines which feature should be provided, and the application server provides the corresponding version of a user interface. If the user behavior data shows that using a tested feature results in an improvement, the tested feature will be adopted. To determine whether or not an improvement is observed, a statistically significant amount of data is gathered. The experimentation platform gathers data regarding user behavior for the feature versions and, in response, adjusts the frequency at which each version is served. Providing the proposed version to an increased percentage of users decreases the total number of page serves required to gather statistically significant data. The experimentation platform may provide an updated projected time to completion of testing based on the changed percentage of users receiving the proposed version.

公开(公告)号：US20200183988A1

公开(公告)日：2020-06-11

申请号：US16210845

申请日：2018-12-05

Applicant: eBay Inc.

Inventor： Deepak Kumar Vasthimal ,  Pavan Kumar Srirama ,  Arun Kumar Akkinapalli

IPC: G06F16/958 ,  G06F9/451 ,  G06F11/34 ,  G06F3/16 ,  G06F1/16 ,  G06N20/00

Abstract: An experimentation platform controls testing of features by an application server. Based on a user identifier, the experimentation platform determines which feature should be provided, and the application server provides the corresponding version of a user interface. If the user behavior data shows that using a tested feature results in an improvement, the tested feature will be adopted. To determine whether or not an improvement is observed, a statistically significant amount of data is gathered. The experimentation platform gathers data regarding user behavior for the feature versions and, in response, adjusts the frequency at which each version is served. Providing the proposed version to an increased percentage of users decreases the total number of page serves required to gather statistically significant data. The experimentation platform may provide an updated projected time to completion of testing based on the changed percentage of users receiving the proposed version.