How are you? Emotions, Jobs and Fair

The Challenge

Data

The signal acquisition was carried out using a smartwatch and included real biosignal data such as acceleration, heart rate, and other metadata. In addition, emotions and context were recorded every 15 minutes. In total, data from 48 + 5 participants were collected at four different job fairs. The project was developed in collaboration with Professor Mädche’s research group at the Karlsruhe Institute of Technology (Human-Centered Systems Lab).

Task

The task consists of predicting emotions and context based on the recorded biosignals. In the Student Track it is a person-specific task in which predictions are made for individuals for whom at least two known labels are available. In the Professional Track on the other hand, predictions should also be made for individuals for whom no labels are available.

Results