Patent Document ID: 20140188780
Application ID: 14154236
Patent Flag: 0

Claim One:
1. A method for characterizing a set of documents, comprising: identifying a network of multilevel hierarchically related documents having direct and indirect references associated with content relationships; for each respective document, determining a set of latent topic characteristics based on an intrinsic content of the respective document and a set of latent topic characteristics based on a respective content of other documents which are directly referenced and indirectly referenced through at least one other document to the respective document; representing a set of latent topics for the respective document based on a joint probability distribution of at least the latent topic characteristics based on the intrinsic content and the respective content of other documents which are directly referenced and indirectly referenced through at least one other document to the respective document, dependent on the identified network and a random process; and storing, in a memory, the represented set of latent topics for the respective document.