You should use JSON.parse to convert JSON string to javascript Object
var json_string = '[{"id":"26","latitude":"10.308749502342007","longitude":"123.88429984649656"},{"id":"28","latitude":"10.313816172726275","longitude":"123.89030799468992"}]';
var result = JSON.parse(json_string);
alert(result[0].id); //Will alert 26