9. The method of claim 8 , A computer-implemented method for generating a similarity value between a current user context generated on an endpoint machine and a stored user context stored in a context database for use in retrieving one or more application resources for an end-user, the method comprising: receiving one or more inputs issued by the end-user to the software application, wherein the one or more inputs include commands issued by the end-user to the software application; receiving one or more outputs generated by the software application in response to the one or more inputs issued by the end-user; and generating the current user context based on the one or more inputs issued by the end-user and the one or more outputs generated by the software application, wherein the current user context includes at least one of command data that includes a list of commands issued to the software application and a frequency value with which the commands are issued, external software data that includes a list of one or more software applications that operate concurrently with the software application, working file data that includes a list of files modified with the software application, file content data that includes a list of different types of file content modified with the software application, or profile data that includes a list of personal and/or professional information associated with the end-user of the software application or with another end-user of the software application; receiving the current user context from the endpoint machine, wherein the current user context reflects a first flow of operations performed by an end-user when interacting with a software application executing on the endpoint machine; comparing the current user context to the stored user context, wherein the stored user context reflects a second flow of operations performed during a prior interaction with the software application or with an instance or a version of the software application; generating the similarity value for the stored user context based on comparing the current user context to the stored user context, wherein the similarity value indicates a degree of similarity between the first flow of operations and the second flow of operations; and transmitting the similarity value to a resource engine for further processing.
8. The method of claim 1 , wherein the current user context is generated by performing the steps of: receiving one or more inputs issued by the end-user to the software application, wherein the one or more inputs include commands issued by the end-user to the software application; receiving one or more outputs generated by the software application in response to the one or more inputs issued by the end-user; and generating the current user context based on the one or more inputs issued by the end-user and the one or more outputs generated by the software application, wherein the current user context includes at least one of command data, external software data, working file data, file content data, or profile data.