1. A contextual analysis system comprising: memory; circuitry comprising at least one data processor that is configured to: extract data elements from an unstructured text input, the data elements being words or phrases; identify whether the extracted data elements are relevant to a predetermined context, the predetermined context being a predetermined list of keywords or phrases; determine, in response to determining that the extracted words or phrases are relevant to the predetermined list of keywords or phrases, whether the extracted words or phrases match an item included in a predetermined list of truth cases, and tagging matched words or phrases as a concept; tag each concept that is included in a predetermined keyword list as a trigger; generate a triggered block that includes a sequence of concepts that includes the trigger; generate a key-word value pair in response to determining that the triggered block matches at least one of the predetermined list of truth cases; generate a new concept, for inclusion in the triggered block, based on an evaluation of the generated keyword-value pair against an algorithm stored in a context algorithm repository, and based on the information contained in previously generated keyword-value pairs and structured data elements extracted from the same source as the unstructured data elements; determine whether the new triggered block complies with the predetermined list of truth cases, the predetermined list of truth cases being at least one medical guideline, wherein the at least one medical guideline includes information indicating a periodicity requirement for performing a task in the predetermined context; determine, based on the relevant data elements, whether the periodicity requirement is violated; generate a recommendation based on the determination as to whether the information contained in the new triggered block complies with the medical guideline; and output the recommendation to a display interface.
1. A contextual analysis system comprising: memory; circuitry comprising at least one data processor that is configured to: extract data elements from an unstructured text input, the data elements being words or phrases; identify whether the extracted data elements are relevant to a predetermined context, the predetermined context being a predetermined list of keywords or phrases; determine, in response to determining that the extracted words or phrases are relevant to the predetermined list of keywords or phrases, whether the extracted words or phrases match an item included in a predetermined list of truth cases, and tagging matched words or phrases as a concept; tag each concept that is included in a predetermined keyword list as a trigger; generate a triggered block that includes a sequence of concepts that includes the trigger; generate a key-word value pair in response to determining that the triggered block matches at least one of the predetermined list of truth cases; generate a new concept, for inclusion in the triggered block, based on an evaluation of the generated keyword-value pair against an algorithm stored in a context algorithm repository, and based on the information contained in previously generated keyword-value pairs and structured data elements extracted from the same source as the unstructured data elements; determine whether the new triggered block complies with the predetermined list of truth cases, the predetermined list of truth cases being at least one medical guideline, wherein the at least one medical guideline includes information indicating a periodicity requirement for performing a task in the predetermined context; determine, based on the relevant data elements, whether the periodicity requirement is violated; generate a recommendation based on the determination as to whether the information contained in the new triggered block complies with the medical guideline; and output the recommendation to a display interface. 15. The contextual analysis system according to claim 1 , wherein when the information contained in the relevant data elements indicates the medical guideline is violated, the circuitry outputs a message to an external server, based on the predetermined context.