'ISIS' is one acronym for this group's name as it is often translated into -english-
the group itself does not refer to itself as 'ISIS'
they speak arabic and in arabic they call themselves 'ad-dawla al-islamiyya fil-iraq wash-sham'
so in their own language their acronym would be 'DIISh'