Try
var a = $('a');// or the jQuery wrapper for the target a
var json =a.data('autocomplete');
console.log(json.value)
Demo: Fiddle
Using .attr()
var moniker = $(a).attr("data-autocomplete");
var json = JSON.parse(moniker);
console.log(json.value);