Abstract for: Technology to Construct Models without Direct Assistance from Modeling Experts

An online system dynamics model combining optimization and machine learning algorithms let marketing analysts define their products, consumer preferences, and competitors and then analyze how sales and market share evolve over time. Optimization and machine learning algorithms provide suggestions for reasonable model parameter settings and tune the model to match assumptions and data available to the analyst. Analysts can construct and interact with models online without assistance.