Upload
enilda-romero-hall
View
13
Download
0
Embed Size (px)
Citation preview
Animated Pedagogical Agents: Effect of Emotion on Learning
Enilda Romero, PhD. Candidate and Ginger Watson, PhD.
Old Dominion University
Introduction
To design animated agents that are
appealing to the human eye and provide the
illusion that the learner is interacting with a
socially intelligent counterpart like another
human, animated pedagogical agents must
present character building qualities such as
communication, animation, gestures,
personality and emotion. Of these qualities the
most challenging, yet the most valuable for the
creation of a relationship between the agent and
learner, is the conveyance of true life-like
emotions .
Participants
The participants of this study were 66 paid
volunteers who were undergraduate and
graduate students from a public university in
southeastern United States.
Figure 1. Interactive Environment with an
Animated Pedagogical Agent
Figure 2. Eye Tracking Profile
Research Design
Participants were randomly assigned to
one of three experimental treatments:
interactive environment without an agent (1),
interactive environment with an animated
pedagogical agent (2), and interactive
environment with an emotionally expressive
animated pedagogical agent(3). Primary
dependent variables were: achievement
measured by a 25-item multiple choice post-
test, engagement assessed through eye
tracking of visual attention, emotional
response quantified by a facial action
encoding system, perceptions evaluated by a
six-item Likert-scale survey, and attitude
towards the overall learning experience
determined by a five-item semantic scale.
Figure 3. Face Reader Analysis Visualization
Results
Achievement Outcomes
Treatment 1 M = 20.59 SD = 4.72
Treatment 2 M = 18.72 SD = 3.60
Treatment 3 M = 15. 68 SD = 3.73
Emotional Response
Treatment 1 M = 0.2721 SD = 0.2438
Treatment 3 M = 0.4842 SD = 0.2610
Engagement
Treatment 1 M = 0.030 SD = 0.049
Treatment 2 M = 0.082 SD = 0.087
Treatment 3 M = 0.077 SD = 0.063
Results indicated that there was no
significant differences between treatments for
perceptions, F (2, 63) = 0.948, p > .05, and
attitudes, F (2, 63) = 0.214, p > .05.
Research Questions
RQ1: What effect does the presence of an
animated pedagogical agent with facial and
verbal expression of emotion have on the
learners’ achievement, engagement, emotional
response and perceptions?
RQ2: How does the expressive nature of the
agent affect the learner’s attitudes towards the
overall learning experience?