In my personal point of view, whenever a long text or a full paper is written, it is always a good practice and is deemed necessary that the involved subject matter (that is, the phrase that is preferred for abbreviation), is spelt IN FULL when it is firstly introduced, followed by a bracket, containing the abbreviation of the subject matter, right after the full spelling. From there on, whenever the subject matter is again mentioned, the abbreviation (listed in the previous bracket) may be applied without any problem. Unfortunately, very often I see a lot of passages, especially some academic or technical papers in a particular research field area, that do not follow such practice, and it always gives me a very hard time to guess the original term or even the related meaning.