Insight and Action
While people may generally be familiar with Netflix’s or Amazon’s recommendation system that gives explicit preference feedback as ratings on the movies and products. In our unique case, all we know is that each customer bought certain products without knowing how much he or she likes them. With this in mind, Siametrics developed a collaborative filtering model for implicit data that is able to recommend each individual customer top products they are likely to buy based on their previous purchasing data.