Researched the history of salt mines in Western Ukraine and modern approaches to the possibility of using them for industrial tourism. New methods based on neural networks for research contents of chemical elements in the salt mines in order to use them for recreation and tourism. Keywords: salt mines, industrial tourism, Neural Network, pollution, recreation.