English

I Probe, Therefore I Am: Designing a Virtual Journalist with Human Emotions

Human-Computer Interaction 2017-05-19 v1 Artificial Intelligence Multimedia

Abstract

By utilizing different communication channels, such as verbal language, gestures or facial expressions, virtually embodied interactive humans hold a unique potential to bridge the gap between human-computer interaction and actual interhuman communication. The use of virtual humans is consequently becoming increasingly popular in a wide range of areas where such a natural communication might be beneficial, including entertainment, education, mental health research and beyond. Behind this development lies a series of technological advances in a multitude of disciplines, most notably natural language processing, computer vision, and speech synthesis. In this paper we discuss a Virtual Human Journalist, a project employing a number of novel solutions from these disciplines with the goal to demonstrate their viability by producing a humanoid conversational agent capable of naturally eliciting and reacting to information from a human user. A set of qualitative and quantitative evaluation sessions demonstrated the technical feasibility of the system whilst uncovering a number of deficits in its capacity to engage users in a way that would be perceived as natural and emotionally engaging. We argue that naturalness should not always be seen as a desirable goal and suggest that deliberately suppressing the naturalness of virtual human interactions, such as by altering its personality cues, might in some cases yield more desirable results.

Keywords

Cite

@article{arxiv.1705.06694,
  title  = {I Probe, Therefore I Am: Designing a Virtual Journalist with Human Emotions},
  author = {Kevin K. Bowden and Tommy Nilsson and Christine P. Spencer and Kubra Cengiz and Alexandru Ghitulescu and Jelte B. van Waterschoot},
  journal= {arXiv preprint arXiv:1705.06694},
  year   = {2017}
}

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