In this paper, we perform the analysis of Data Mining methods; the application of those is decided to be the most effective in the task of handling information on the production processes, typical to the fields of heavy oil in Western Siberia. The common feature of heavy oil production in Russia is low efficiency of classical math models applied in the industrial software, aimed to reduce the oil production cost. Thus, it demands the industrial usage of novel approaches, where among the most probable ones are the artificial intelligence technologies. The summary of their classification with the advantages' analysis is presented.
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