Title:
DATA PROCESSING METHOD AND APPARATUS, AND COMPUTER READABLE STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2020/238677
Kind Code:
A1
Abstract:
A data processing method and apparatus, and a computer readable storage medium, relating to the technical field of computers. The method comprises: creating, according to the overlap of the original data from different data platforms, a training data set by combining the original data from the different data platforms; classifying the data in the training data set according to attributes of the data in the training data set to obtain a plurality of data subsets; determining, according to the type of each data subset, a machine learning model corresponding to each data subset; and sending the data subsets and corresponding machine learning models to respective data platforms, so that the respective data platforms use respective data subsets to train the corresponding machine learning models for processing corresponding types of data.
Inventors:
GAO JIANDONG (CN)
LIU YANG (CN)
ZHANG JUNBO (CN)
ZHENG YU (CN)
LIU YANG (CN)
ZHANG JUNBO (CN)
ZHENG YU (CN)
Application Number:
PCT/CN2020/090823
Publication Date:
December 03, 2020
Filing Date:
May 18, 2020
Export Citation:
Assignee:
JINGDONG CITY BEIJING DIGITS TECH CO LTD (CN)
International Classes:
G06N20/00
Foreign References:
| CN110210626A | 2019-09-06 | |||
| US20140074760A1 | 2014-03-13 | |||
| CN109635104A | 2019-04-16 | |||
| US20180018590A1 | 2018-01-18 |
Other References:
YANG, QIANG ET AL. .: "Federated Machine Learning: Concept and Applications", ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, vol. 10, no. 2,, 28 February 2019 (2019-02-28), pages 1 - 19, XP058427733
See also references of EP 3971798A4
See also references of EP 3971798A4
Attorney, Agent or Firm:
CCPIT PATENT AND TRADEMARK LAW OFFICE (CN)
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