Human Psychology & Machine Learning - Understanding Behavior
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Human Psychology & Machine Learning - Understanding Behavior
- 1. Human Psychology & Machine Learning AI Ideas for today and tomorrow By Chandreyi Saha, Co-founder
- 2. What is Machine Learning? "Machine learning is a type of artificial intelligence that gives computers the ability to learn without being explicitly programmed."
- 3. Goal and Objective "Predictive deep learning is a discipline that uses the power of machine learning and neural network models to predict behaviors; it is said to prove that emotions drives behaviors and how to get deeper insights with Biometrics before it worsens!"
- 4. Today’s Situation "Psychology of attention deals with mechanisms of perception that form the behaviour, and how consistent behaviour created is an “a-ha” moment, because it shows that machine learning can influence the process of human cognition; thus, provides an unique integrated solutions combining hardware, software and services."
- 5. How Did We Get Here? • Human Information Processing. • Attention is a limited cognitive resource. • As a UX designer, aim to reduce the cognitive overload. • And apply the principles of human visual attention in everyday product design.
- 6. Available Solutions • Add IoT Tools to Human Psychology. • Behavioral Data integrated with Social Interactions. • Emotional Intelligence and Behavioral Control. • A single gamified way to combine behavioral scenarios to psychometric metrics using FACS** by Paul Ekman. ** Facial Action Coding System