Zignal Labs, Inc.

David Lineberger

Michael Todd Kramer

Alex Smith

Andras Benke

Jonathan R Dodson

Fabien Vives

Adam Beaugh

Jeffrey Fenchel

Felix Medina Wong

Loretta Jimenez

Jay Buckingham

Antonio Maldonado

Embodiments disclose a method for automatic summarization of content. The method includes accessing a plurality of stories from a plurality of data sources for a predefined time. Each story is associated with a media item. The method includes plotting the plurality of stories over the predefined time for determining one or more peaks and extracting a set of stories from the one or more peaks. The method includes detecting one or more themes from the set of stories using LDA algorithm. Each theme is associated with a group of stories. The method further includes determining at least one subset of stories for each theme from the group of stories representing the set of stories in the one or more peaks using RBM algorithm. The method includes generating a summarized content for each user based on an associated user profile and the at least one subset of stories.

System and method for automatic summarization of content

Growing community of inventors

Oakland, CA, United States of America

David Lineberger