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

cited authors

  • Tangnimitchok, S; O-larnnithipong, N; Ratchatanantakit, N; Barreto, A

abstract

  • 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.

publication date

  • January 1, 2019

published in

Digital Object Identifier (DOI)

International Standard Book Number (ISBN) 13

start page

  • 179

end page

  • 190

volume

  • 11567 LNCS