Which pioneering recommendation algorithm, invented in 1998, revolutionized e-commerce by enabling Amazon to suggest products based on previous purchase patterns?

Before artificial intelligence transformed how we shop online, retailers had to rely on simpler methods to understand consumer behavior and preferences. The evolution of machine learning in retail has revolutionized everything from inventory management to personalized recommendations. This question explores a pivotal innovation that changed how online retailers understand their customers. Test your knowledge about the technology that powers modern e-commerce experiences!

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Item-Based Collaborative Filtering
Neural Network Preference Mapping
Bayesian Consumer Prediction Model
Hierarchical Clustering Analysis