Manufacturing service recommendation method toward industrial internet platform considering the cooperative relationship among enterprises

•The collaboration between services were considered in recommendation.•An evaluation indicator named manufacturing service collaboration frequency indicator (CFI) were defined.•The CFI of service combinations were calculated by FP-growth and Simrank.•Optimizing service combinations with a MOEA combining CFI filtering (MOEA + CFIF).•MOEA + CFIF obtained solutions with both high CFI and QoS.