Abstract: Automated essay test generation and assessment processor device aspects identify phrases of discrete words appearing in a text data representation of a reference corpus of a subject matter as key concepts of the subject matter as a function of repetition of the first phrase within the reference corpus and an association with an organizational indicator of the reference corpus. Aspect processor devices further identify a text item that comprises a discrete objective value and that appears in association with the key concept as a question fact that is linked to the key concept, and generate an essay question comprising an instruction to compose an essay answer that associates the key concept to a generic domain attribute of the linked question fact.

Abstract: Automated essay test generation and assessment processor device aspects identify phrases of discrete words appearing in a text data representation of a reference corpus of a subject matter as key concepts of the subject matter as a function of repetition of the first phrase within the reference corpus and an association with an organizational indicator of the reference corpus. Aspect processor devices further identify a text item that comprises a discrete objective value and that appears in association with the key concept as a question fact that is linked to the key concept, and generate an essay question comprising an instruction to compose an essay answer that associates the key concept to a generic domain attribute of the linked question fact.

Abstract: Various embodiments for performing services on hardware by use of a mobile user device incorporating a processor. Identifying information of the hardware is recognized. An appropriate action plan, based on the recognized hardware and any service history previously associated with the hardware, is selected. The selected action plan is verified against the hardware.