The best replacement for expert systems is decision support systems.

The best alternatives to expert systems are rated as following:
★★★★★  decision support systems
★★★★  neural networks
★★  artificial intelligence
★  machine learning
★  case based reasoning
★  knowledge based systems
★  systems experts

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Google Trends

Scale is based on the average worldwide traffic of expert systems in all years. Click on graph for more.
expert systems
decision support systems
neural networks