Prediction of product design decision Making: An investigation of eye movements and EEG features

•Investigating the relations between design decision making and subjects’ eye movements and EEG response.•A multimodal fusion strategy for design decision making recognition are used to create a feature classifier.•Creating a classifier for design decision making prediction based on feature extraction.