Expert systems software can be used for data analysis, problem-solving, education, interpretation, and monitoring. Diagnostic and repair systems recommend solutions, while education systems assess user capabilities and present material accordingly. Interpretation and forecasting systems examine data to create insights and predict outcomes. Monitoring systems automate processes and respond to changes to ensure optimal performance.
Expert systems software is made by developers for many reasons, but these programs are commonly made for looking at the data and then doing something with, or reacting to, the information. Expert systems diagnostic and repair software examines problems, recommends a plan of action, and can create a schedule to help resolve the problem. Expert education systems use quizzes or other methods to assess user capabilities and then present the material in the order that is best for the student. Expert prediction and interpretation systems are similar except that one compares data to find an answer and the other uses the data to predict an outcome. Monitoring expert systems are automatic systems that monitor an environment, for example for production, and respond to functions and needs.
Diagnostic and repair expert systems software are similar programs, but the way they respond to information is different. Both look at information to determine a problem and both recommend the best way to solve it. The difference is that a diagnostic expert system tells the user the best remedy or troubleshooting steps for the problem. A repair system will detail a schedule and all the steps needed to fix the problem.
Education expert systems software is used to train new employees or to provide one-on-one instruction to students. This system first administers tests to gather information about the user, to understand their strengths and weaknesses. After collecting the data, the educational system will present the material that best complements the student’s learning profile, so that they will learn with maximum efficiency.
Interpretation and forecasting expert systems software are both built for examining data and creating insights into insights. An interpretation system is often used in mineral and gas drilling to examine images and other factors to determine the best way to extract material and help workers figure out what material has been found. A forecasting system looks at information and predicts an outcome, such as with weather forecasting services.
Expert systems monitoring software is mainly used in production and energy plants and automates all processes. Rules are built into the system that tell the system what the best operating temperatures are, what should be done with faulty equipment, and other commonly occurring factors in the plant. The expert system will then constantly analyze the environment and respond to any changes to ensure everything is running optimally, correcting issues as needed.
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