Patent №
US 10,318,864
Granted
2019-06-11
Filed 2015
Owner
MICROSOFT TECHNOLOGY LICENSING, LLC
Lab
AI components
6
ml · nlp · vision · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
14808546
A deep learning network is trained to automatically analyze enterprise data. Raw data from one or more global data sources is received, and a specific training dataset that includes data exemplary of the enterprise data is also received. The raw data from the global data sources is used to pre-train the deep learning network to predict the results of a specific enterprise outcome scenario. The specific training dataset is then used to further train the deep learning network to predict the results of a specific enterprise outcome scenario. Alternately, the raw data from the global data sources may be automatically mined to identify semantic relationships there-within, and the identified semantic relationships may be used to pre-train the deep learning network to predict the results of a specific enterprise outcome scenario.
AI classification
Ownership
MICROSOFT TECHNOLOGY LICENSING, LLC
assignment · 361730333
Assignors
DENG, LI, GAO, JIANFENG, HE, XIAODONG, SINGH, PRABHDEEP
On an employer assignment, the assignors are typically the inventors.