公开(公告)号：US20140180651A1

公开(公告)日：2014-06-26

申请号：US13774020

申请日：2013-02-22

申请人： XEROX CORPORATION

发明人： Svetlana Lysak ,  Guillaume Bouchard ,  Jutta K. Willamowski

IPC分类号： G06F19/24

CPC分类号： G16B40/00 ,  G06Q10/06

摘要： A computer-implemented system and method compute a reference behavior for a user, such as a new user of a set of shared devices or services. The method includes acquiring usage data for an initial set of users of the devices and extracting features from the usage data. A model is learned with the extracted features for predicting a user role profile for a new user based on features extracted from the new user's usage data. The user role profile associates the user with at least one of a set of roles. A new user's usage data is received and, with the trained model, a user role profile is predicting for the new user based on features extracted from the new user's usage data. A reference behavior is computed for the user based on the predicted user role profile and the reference behaviors for roles in the set of roles.

摘要翻译： 计算机实现的系统和方法计算用户（例如一组共享设备或服务的新用户）的参考行为。 该方法包括获取设备的初始用户组的使用数据并从使用数据中提取特征。 根据从新用户的使用数据提取的特征，利用提取的特征来学习模型来预测新用户的用户角色简档。 用户角色配置文件将用户与一组角色中的至少一个相关联。 接收到新用户的使用数据，并且经过训练的模型，用户角色简档是基于从新用户的使用数据提取的特征来预测新用户的。 基于预测的用户角色配置文件和角色集中的角色的参考行为，为用户计算参考行为。