Abstract: A system and method for providing graphical user interfaces based on computational algorithms described in printed publications. The method includes analyzing the printed publication to determine algorithm-indicating information of the computational algorithm; identifying at least one input required by the computational algorithm and at least one output to be output by the computational algorithm; generating, based on the at least one input and the at least one output, at least one GUI element; and generating executable code, wherein the executable code includes instructions for causing a display of the GUI including the at least one GUI element.