Background
Human-AI Interaction (HAII) Research Proposal
Having joined the module “Seminar on Human-Robot Interaction and Human-AI Interaction: Theories and Research” at NCCU, I have explored theoretical frameworks and empirical research, covering key topics such as anthropomorphism, social robotics, and ethics in AI agents and robots. Building upon this academic foundation, I engineered a simulated command-line AI agent to investigate AI-mediated emotional interaction and user behaviour. A subsequent pilot user study revealed that engaging with an emotionally responsive command-line agent significantly increased users' sense of achievement and emotional engagement during their tasks.
Research Title
TermiGenie - Leveraging AI Agent to Ease Tech-Related Tensions
Abstract
Interacting with digital systems can sometimes become a source of stress and anxiety for users, and frustration from these interactions can reduce their willingness to use tools that should otherwise be helpful. As AI agents powered by LLMs can communicate with humans through natural language and can be programmed with various capabilities to act as digital experts, I see an opportunity to leverage AI agents as mediators between struggling users and digital tools.
Focusing on the command-line terminal as one of the most fundamental computer interfaces, I propose TermiGenie, an AI agent that provides explanations for terminal outputs. My goal is to improve users’ interaction experience solely through terminal outputs enhanced by TermiGenie’s explanations. I adopt a within-subjects experimental design to examine whether a purposefully designed AI agent can effectively offer emotional support during digital interactions. The results show that users tend to feel less anxious when supported by TermiGenie, with negative emotions reduced by 57%. In addition, compared to performing tasks without TermiGenie, users report a higher sense of achievement after completing tasks with its assistance and experience greater pleasure during the interaction. These findings suggest that small, supportive AI agents like TermiGenie may contribute to a more harmonious and emotionally supportive digital life.