PREDICTING CONSUMER SPENDING TRENDS ACROSS RETAIL AND MANUFACTURING DOMAINS WITH AI-AUGMENTED JAVA SOLUTIONS
Keywords:
Consumer Spending Prediction, Retail Forecasting, Manufacturing Demand, Machine Learning, Java Enterprise Architecture, Time Series Analysis, Ensemble MethodsAbstract
Consumer spending represents a critical economic indicator directly impacting retail operationsand manufacturing production planning, yet accurate forecasting remains challenging due tovolatile market conditions, shifting consumer preferences, and complex cross-industry dynamics. This research investigates the development and deployment
References
Anderson, K. and Thompson, D. (2022) 'Machine learning approaches to demand forecasting in manufacturing: a comprehensive review', International Journal of Production Research, 61(8), pp. 2456-2489


