公开(公告)号：US20150007181A1

公开(公告)日：2015-01-01

申请号：US13928709

申请日：2013-06-27

Applicant: XEROX CORPORATION

Inventor： Karanam Saraschandra ,  Koustuv Dasgupta ,  Harini Alagarai Sampath ,  Vaibhav Rajan ,  Bipin Indurkhya

IPC: G06F9/46

CPC classification number: G06Q10/10 ,  G06Q10/06 ,  G06Q10/0631 ,  G06Q10/06311 ,  G06Q10/06315

Abstract: Disclosed embodiments relate to systems and methods for selecting at least one task template from one or more task templates for uploading crowdsourcing tasks. Values of a pre-defined set of cognitive features associated with one or more task templates are determined. Further, a historical data is obtained based on one or more task features and one or more performance features corresponding to the one or more task templates. A statistical model selects the at least one task template based on the values of the pre-defined set of cognitive features and the historical data.

Abstract translation: 公开的实施例涉及用于从用于上载众包任务的一个或多个任务模板中选择至少一个任务模板的系统和方法。 确定与一个或多个任务模板相关联的预定义的一组认知特征的值。 此外，基于与一个或多个任务模板相对应的一个或多个任务特征和一个或多个性能特征获得历史数据。 统计模型基于预定义的认知特征集合和历史数据的值来选择至少一个任务模板。

公开(公告)号：US20140279780A1

公开(公告)日：2014-09-18

申请号：US13794861

申请日：2013-03-12

Applicant: XEROX CORPORATION

Inventor： Koustuv Dasgupta ,  Vaibhav Rajan ,  Kovendhan Ponnavaikko ,  Karanam Saraschandra

IPC: G06N5/02

CPC classification number: G06N5/02 ,  G06N5/04 ,  G06Q30/02

Abstract: A method and system for recommending one or more crowdsourcing platforms from a plurality of crowdsourcing platforms to a requester is disclosed. The method includes receiving values corresponding to one or more parameters of one or more tasks from the requester. In response to the received values recommending the one or more crowdsourcing platforms to the requester based on the values and one or more statistical models maintained for the one or more crowdsourcing platforms, wherein the one or more statistical models corresponds to mathematical models representing performances of the one or more crowdsourcing platforms over a period of time.

Abstract translation: 公开了一种用于从多个众包平台向请求者推荐一个或多个众包平台的方法和系统。 该方法包括从请求者接收对应于一个或多个任务的一个或多个参数的值。 响应于所接收的值，基于为一个或多个众包平台维护的值和一个或多个统计模型向请求者推荐一个或多个众包平台，其中所述一个或多个统计模型对应于表示 一个或多个众包流程平台。

公开(公告)号：US09489624B2

公开(公告)日：2016-11-08

申请号：US13794861

申请日：2013-03-12

Applicant: Xerox Corporation

Inventor： Koustuv Dasgupta ,  Vaibhav Rajan ,  Kovendhan Ponnavaikko ,  Karanam Saraschandra

IPC: G06F17/00 ,  G06N5/02 ,  G06N5/04 ,  G06Q30/02

CPC classification number: G06N5/02 ,  G06N5/04 ,  G06Q30/02

Abstract: A method and system for recommending one or more crowdsourcing platforms from a plurality of crowdsourcing platforms to a requester is disclosed. The method includes receiving values corresponding to one or more parameters of one or more tasks from the requester. In response to the received values recommending the one or more crowdsourcing platforms to the requester based on the values and one or more statistical models maintained for the one or more crowdsourcing platforms, wherein the one or more statistical models corresponds to mathematical models representing performances of the one or more crowdsourcing platforms over a period of time.

Abstract translation: 公开了一种用于从多个众包平台向请求者推荐一个或多个众包平台的方法和系统。 该方法包括从请求者接收对应于一个或多个任务的一个或多个参数的值。 响应于所接收的值，基于为一个或多个众包平台维护的值和一个或多个统计模型向请求者推荐一个或多个众包平台，其中所述一个或多个统计模型对应于表示 一个或多个众包流程平台。

公开(公告)号：US09152919B2

公开(公告)日：2015-10-06

申请号：US13766832

申请日：2013-02-14

Applicant: Xerox Corporation

Inventor： Koustuv Dasgupta ,  Chithralekha Balamurugan ,  Laura E Celis ,  Karanam Saraschandra

IPC: G06N99/00 ,  G06N5/02

CPC classification number: G06N5/02 ,  G06N99/00

Abstract: A method and system for recommending one or more tasks from a plurality of crowdsourcing tasks to a crowdworker is disclosed. The method includes identifying one or more categories for the plurality of tasks on the plurality of crowdsourcing platforms. In response to the identifying, determining, at a login time, values of one or more utility parameters of the crowdworker corresponding to the one or more categories. After identifying, the method selects the one or more tasks from the plurality of tasks by choosing one or more constraints on the determined values of the one or more utility parameters of the crowdworker. The method then recommends to the crowdworker at the login time, the one or more tasks associated with the crowdworker based on selected one or more tasks.

Abstract translation: 公开了一种从多个众包任务向群众工作者推荐一个或多个任务的方法和系统。 该方法包括识别多个众包平台上的多个任务的一个或多个类别。 响应于识别，在登录时确定对应于一个或多个类别的人群工作者的一个或多个效用参数的值。 在识别之后，该方法通过选择关于人群工作者的一个或多个效用参数的确定值的一个或多个约束从多个任务中选择一个或多个任务。 然后，该方法在登录时向群众工作者推荐基于选择的一个或多个任务与人群工作相关联的一个或多个任务。

公开(公告)号：US20140229413A1

公开(公告)日：2014-08-14

申请号：US13766832

申请日：2013-02-14

Applicant: XEROX CORPORATION

Inventor： Koustuv Dasgupta ,  Chithralekha Balamurugan ,  Laura E. Celis ,  Karanam Saraschandra

IPC: G06N5/02

CPC classification number: G06N5/02 ,  G06N99/00

Abstract: A method and system for recommending one or more tasks from a plurality of crowdsourcing tasks to a crowdworker is disclosed. The method includes identifying one or more categories for the plurality of tasks on the plurality of crowdsourcing platforms. In response to the identifying, determining, at a login time, values of one or more utility parameters of the crowdworker corresponding to the one or more categories. After identifying, the method selects the one or more tasks from the plurality of tasks by choosing one or more constraints on the determined values of the one or more utility parameters of the crowdworker. The method then recommends to the crowdworker at the login time, the one or more tasks associated with the crowdworker based on selected one or more tasks.

Abstract translation: 公开了一种从多个众包任务向群众工作者推荐一个或多个任务的方法和系统。 该方法包括识别多个众包平台上的多个任务的一个或多个类别。 响应于识别，在登录时确定对应于一个或多个类别的人群工作者的一个或多个效用参数的值。 在识别之后，该方法通过选择关于人群工作者的一个或多个效用参数的确定值的一个或多个约束从多个任务中选择一个或多个任务。 然后，该方法在登录时向群众工作者推荐基于选择的一个或多个任务与人群工作相关联的一个或多个任务。