公开(公告)号：US20180322404A1

公开(公告)日：2018-11-08

申请号：US16034281

申请日：2018-07-12

Applicant: Alibaba Group Holding Limited

Inventor： Yu Wang ,  Zhou Ye ,  Jineng Wang ,  Yang Yang ,  Fan Chen ,  Qian Qian ,  Zhaoping Dong

IPC: G06N5/04 ,  G06Q30/02

CPC classification number: G06N5/04 ,  G06Q30/0202 ,  G06Q50/02

Abstract: A method and an apparatus for data prediction based on time series are provided. The method includes obtaining historical time series data of a plurality of category objects, the category objects including one or more data objects; selecting feature category object(s) from the plurality of category objects, the feature category object(s) being category object(s) including a respective feature data object, and the respective feature data object being a data object having a life cycle less than a predetermined time threshold; and predicting a target data object from among data object(s) included in the feature category object(s) based on historical time series data corresponding to the feature category object(s), the target data object being a data object with future time series data that is generated in a future first predetermined time period and satisfies a predetermined growth trend.