A logical model of Theory of Mind for virtual agents in the context of job interview simulation

02/20/2014
by   Marwen Belkaid, et al.
0

Job interview simulation with a virtual agents aims at improving people's social skills and supporting professional inclusion. In such simulators, the virtual agent must be capable of representing and reasoning about the user's mental state based on social cues that inform the system about his/her affects and social attitude. In this paper, we propose a formal model of Theory of Mind (ToM) for virtual agent in the context of human-agent interaction that focuses on the affective dimension. It relies on a hybrid ToM that combines the two major paradigms of the domain. Our framework is based on modal logic and inference rules about the mental states, emotions and social relations of both actors. Finally, we present preliminary results regarding the impact of such a model on natural interaction in the context of job interviews simulation.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
02/20/2014

Expressing social attitudes in virtual agents for social training games

The use of virtual agents in social coaching has increased rapidly in th...
research
02/20/2014

Interpreting social cues to generate credible affective reactions of virtual job interviewers

In this paper we describe a mechanism of generating credible affective r...
research
09/23/2019

Satisficing Mentalizing: Bayesian Models of Theory of Mind Reasoning in Scenarios with Different Uncertainties

The ability to interpret the mental state of another agent based on its ...
research
03/12/2021

Towards Socially Intelligent Agents with Mental State Transition and Human Utility

Building a socially intelligent agent involves many challenges, one of w...
research
11/03/2014

Affective Facial Expression Processing via Simulation: A Probabilistic Model

Understanding the mental state of other people is an important skill for...
research
07/20/2022

Towards VEsNA, a Framework for Managing Virtual Environments via Natural Language Agents

Automating a factory where robots are involved is neither trivial nor ch...
research
06/08/2022

"GAN I hire you?" – A System for Personalized Virtual Job Interview Training

Job interviews are usually high-stakes social situations where professio...

Please sign up or login with your details

Forgot password? Click here to reset