Predictive User Experience
Envision coffee machines that start brewing just when you think it’s a good time for an espresso, office lights that dim when it’s sunny and workers don’t need them, your favorite music app playing a magical tune depending on your mood, or your car suggesting an alternative route when you hit a traffic jam.
Predictability is the essence of a sustainable business model. In a digital world, with millions of users across the globe, prediction definitely has the power to drive the future of interaction. Feeding a historical dataset into a system that uses machine-learning algorithms to predict outcomes makes prediction possible.
What Is Predictive Modeling?
Applying a predictive-analytics algorithm to UX design … presents users with relevant information….
Predictive modeling uses statistical techniques to predict future user behaviors. To understand the intricacy of the design of predictive analytics, you must dive deep and comprehend what a predictive model is. A predictive model uses historical data from various sources. You must first normalize the raw data by cleansing it of anomalies and preprocess it to fit a suitable format that would facilitate analysis. Then, apply a statistical model to the data to draw inferences. Each predictive model comprises various indicators — that is, factors that would…
