CONTEXTUAL DISCOVERY

摘要

The present invention provides various systems and methods to intelligently predict the user's intent and persona based on derived hyper-contextual information from user's computing device and device-server ranking system to serve at least one search advertisement or at least one search string relevant to user's intent and persona at the time of user entering input or even before user entering input in the search editor of a computing-device application or webpage in real-time using a recommendation engine. The present invention suggests providing the recommendation engine implemented on the computing device that may enable the user to automatically perform hyper-contextual discovery and intelligently predict user's intent and persona and in response provide at least one search advertisement or at least one search string relevant to user intent.