Affective Monitor: A Process of Data Collection and Data Preprocessing for Building a Model to Classify the Affective State of a Computer User
Conference
Tangnimitchok, S, O-larnnithipong, N, Ratchatanantakit, N et al. (2019). Affective Monitor: A Process of Data Collection and Data Preprocessing for Building a Model to Classify the Affective State of a Computer User
. EURO-PAR 2011 PARALLEL PROCESSING, PT 1, 11567 LNCS 179-190. 10.1007/978-3-030-22643-5_14
Tangnimitchok, S, O-larnnithipong, N, Ratchatanantakit, N et al. (2019). Affective Monitor: A Process of Data Collection and Data Preprocessing for Building a Model to Classify the Affective State of a Computer User
. EURO-PAR 2011 PARALLEL PROCESSING, PT 1, 11567 LNCS 179-190. 10.1007/978-3-030-22643-5_14
This paper outlines the first phase of our implementation of a system for non-intrusive estimation of a computer user’s affective state based on the Circumplex Model of Affect [1], from monitoring the user’s pupil diameter and facial expression [2]. The details of the original design plan for this system have been described previously [2]. The outline describes each part of data collecting process including: Obtaining 3D facial coordinates by Kinect, recording the pupil diameter signal, embedding the facial expression to Facial Animation Parameter indices, and the description of how the experiment will be setup.