System and method for generating recommendations

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United States of America Patent

PATENT NO 11392840
APP PUB NO 20160300144A1
SERIAL NO

15094027

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Abstract

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Disclosed is method and system for generating recommendations to a user. System receives real time data associated with users for scenarios and batch data associated with multiple users from different data sources, received from different data channels. The user is online user. System pre-processes batch data and real time data to generate pre-processed data and stores preprocessed data in distributed, scalable big data store. System filters pre-processed data based on rules to obtain filtered data. System applies combination of machine learning techniques on filtered data, based on the scenarios associated with the user, leveraging inter-play between machine learning techniques, to generate personalized recommendations for individual user and storing the personalized recommendations in distributed database. Machine learning techniques are customized to work in distributed processing mode to reduce overall processing time. System recommends user with the personalized recommendations comprising products or services.

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Patent Owner(s)

  • TATA CONSULTANCY LIMITED SERVICES

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Joshua, Allan Chennai, IN 8 115
Motani, Gaurav Chennai, IN 1 23
Santhanam, Janardhan Chennai, IN 3 31

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