Invention Grant
- Patent Title: Target identification using big data and machine learning
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Application No.: US16046507Application Date: 2018-07-26
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Publication No.: US11042909B2Publication Date: 2021-06-22
- Inventor: Abhinav Vij , Gaurav Goyal , Prithika Priyanshi , Anupam Shringi , Chinmay Jha , Saurabh Aggarwal , Abhishek Sunnak , Vijay Saini , Aashish Kumar , Shivam Singh Baghel , Rashmi Aggarwal
- Applicant: Accenture Global Solutions Limited
- Applicant Address: IE Dublin
- Assignee: Accenture Global Solutions Limited
- Current Assignee: Accenture Global Solutions Limited
- Current Assignee Address: IE Dublin
- Agency: Harrity & Harrity, LLP
- Priority: IN201841004446 20180206
- Main IPC: G06Q30/00
- IPC: G06Q30/00 ; G06N20/00 ; G06Q30/02 ; G06K9/62 ; G06F40/00 ; G06F40/30

Abstract:
A device may obtain, from a collection of data sources, personal information and activity information for a group of individuals. The device may generate profile information by associating the personal information and the activity information for each individual in the group of individuals. The device may determine a set of features capable of being used to train a set of machine learning models by using one or more feature identification techniques to analyze the profile information. The set of features may include generic features and contextualized features associated with the group of individuals. The device may train the set of machine learning models using one or more subsets of features of the set of features. The device may use the set of machine learning models to process a request from a client device for a list of prospective targets for a campaign.
Public/Granted literature
- US20190244253A1 TARGET IDENTIFICATION USING BIG DATA AND MACHINE LEARNING Public/Granted day:2019-08-08
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