Deep neural network generation of domain names

Abstract

Techniques for generating internet domain name suggestions using machine learning are presented. Some techniques include obtaining sets of domain names, each set of domain names including domain names that concern a selected topic, training machine learning algorithms, such that trained language models are produced, each trained language model concerning a different selected topic, obtaining a seed domain name, identifying a primary topic that the seed domain name concerns, applying to the seed domain name a trained language model of the trained language models that concerns the primary topic, such that a primary proposed domain name is produced, where the primary proposed domain name concerns the primary topic and includes the seed domain name and at least one of a prefix or a suffix, and offering to register the primary proposed domain name.