System and method for customized sentiment signal generation through machine learning based streaming text analytics

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United States of America Patent

PATENT NO RE46902
SERIAL NO

15425635

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Abstract

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Systems and methods may provide customized integrated indexes and visualization. Sentiment analytics may be based on natural language processing techniques. Users may select from among a range of indexes that reflect a variety of sources. Text scoring metrics or indices may incorporate frequency of mention, link to broker action, sentence location of first mention, etc. Depending on the temporal and sentiment characteristics of interest, the user may select from a range of news sources, research reports, analysts, social media sources, and may assign a customized weight value to each source. The scores may then be merged. After scoring, the user may be presented with news links directly from sentiment indexes (e.g., from top ranking in terms of sentiment scores, etc.). Advanced visualization capabilities may provide output for users to assist in decision making processes.

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Patent Owner(s)

Patent OwnerAddress
JPMORGAN CHASE BANK N A500 STANTON CHRISTIANA ROAD NCC5 FLOOR 1 NEWARK DE 19713

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Berson, Alex Dayton, US 15 120
Fernandez, Gene Holmdel, US 19 174
Goodman, Brian Redding, US 75 1230
Kursun, Eren New York, US 155 3378

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