Flipboard, Inc.

Dusan Jovanovic

Vlad Ionut Cora

Arnab Bhadury

Martin Jack Rose

A digital magazine server generates a model to associate topics with content items. To generate the model, the digital magazine server selects a set of content items that have been included in one or more digital magazines. For each content item of the set, the digital magazine server determines a distribution of concepts associated with a content item of the set based on characteristics of digital magazines including the content item of the set and a distribution of topics associated with the content item of the set based on words included in the content item. Additionally, the digital magazine server determines a parameter defining a relationship between the distributions of concepts and the distributions of topics associated with content items of the set. A model based on the distributions of concepts and of topics as well as the parameter is generated and stored for application to content items.

Generating a model associating topics with content items based on characteristics of digital magazines including a set of content items and words in content items of the set

Growing community of inventors

Brooklyn, NY, United States of America

Dusan Jovanovic