Tag Archives: building-occupant-persona

Towards automated occupant profile creation in smart buildings: A machine learning-enabled approach for user persona generation

Highlights A machine learning-based approach for automated occupant profile creation. Residential Energy Consumption Dataset is used to develop models. Six machine learning techniques are used to predict 16 occupant characteristics. Large Language Model, ChatGPT, is used to generate occupant personas Abstract The user persona is a communication tool for designers to generate a mental model that describesContinue reading “Towards automated occupant profile creation in smart buildings: A machine learning-enabled approach for user persona generation”