Big data technique in the reservoir parameters’ prediction and productivity evaluation: A field case in western South China sea

•Big data technique is applied in the oilfields management of South China sea.•Petroleum knowledge base is established by combining different analysis tools.•Productivity evaluation module is presented by multi-parameter correlations.•The software platform is established to predict oil well productivity.