5. A computer implemented method for reducing ambiguities in entity name spotting, comprising: creating one node for each entity name of interest of a data corpus comprising a plurality of entity names to create nodes in an activation network, each of said nodes having an entity name and an initial activation level; establishing edges between said nodes, said edges indicating a relationship between said nodes, said relationship between said nodes defining a direction of influence between said nodes; determining an updated activation level for each of said nodes, said updated activation level being based at least on information in said data corpus; inputting outside domain knowledge to change said updated activation level of said nodes; searching a user forum to spot existing entity names; modifying said updated activation level on nodes corresponding to said existing entity names spotted in said user forum during said searching by utilizing semantic information comprising one of a domain specific forum and a domain specific blog, said updated activation level for each node in said activation network being modified based on said relationship between said nodes and context of said information; searching said user forum for newly posted entity names; modifying said updated activation level on nodes corresponding to said newly posted entity names by utilizing semantic information comprising one of a domain specific forum and a domain specific blog; identifying an ambiguous entity name from said data corpus, said ambiguous entity name corresponding to a plurality of potentially matching nodes; selecting a most activated node from said plurality of potentially matching nodes, said most activated node having a highest updated activation level; assigning said ambiguous entity name to said most activated node; once all ambiguous entity names have been assigned, searching said data corpus for a next newly posted entity name; and outputting said most activated node to a user to replace said ambiguous entity name, each of said plurality of entity names comprising one of proper names, credentials and identifications.
5. A computer implemented method for reducing ambiguities in entity name spotting, comprising: creating one node for each entity name of interest of a data corpus comprising a plurality of entity names to create nodes in an activation network, each of said nodes having an entity name and an initial activation level; establishing edges between said nodes, said edges indicating a relationship between said nodes, said relationship between said nodes defining a direction of influence between said nodes; determining an updated activation level for each of said nodes, said updated activation level being based at least on information in said data corpus; inputting outside domain knowledge to change said updated activation level of said nodes; searching a user forum to spot existing entity names; modifying said updated activation level on nodes corresponding to said existing entity names spotted in said user forum during said searching by utilizing semantic information comprising one of a domain specific forum and a domain specific blog, said updated activation level for each node in said activation network being modified based on said relationship between said nodes and context of said information; searching said user forum for newly posted entity names; modifying said updated activation level on nodes corresponding to said newly posted entity names by utilizing semantic information comprising one of a domain specific forum and a domain specific blog; identifying an ambiguous entity name from said data corpus, said ambiguous entity name corresponding to a plurality of potentially matching nodes; selecting a most activated node from said plurality of potentially matching nodes, said most activated node having a highest updated activation level; assigning said ambiguous entity name to said most activated node; once all ambiguous entity names have been assigned, searching said data corpus for a next newly posted entity name; and outputting said most activated node to a user to replace said ambiguous entity name, each of said plurality of entity names comprising one of proper names, credentials and identifications. 6. The method of claim 5 , said outside domain knowledge comprising a subject matter expert data source.