The various embodiments herein provide a method and system for personalizing information retrieval in a communication network. The method involves receiving one or more inputs from several sources and processing the information present in the received inputs. A contextual and personalized search is performed based on the received inputs and the results are displayed in support of the information in the communication network. The system has an application server for receiving the inputs from the sources and a processor for processing the information in the received inputs. One or more virtual documents are generated based on the processed information to perform a search and the results are displayed.