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Book Open access Oct 2026

More than a Typing Method: Rethinking the Usability Evaluation of Knowledge-Based Authentication in Virtual Reality

Knowledge-based authentication methods for Virtual Reality (VR) are typically evaluated using performance metrics such as entry time and recall rate. While this practice creates an appearance of standardization, it may obscure meaningful procedural differences across studies and, more critically, fails to capture the c...

Yuxuan Huang, Qiao Jin · 0 citations
Book Open access Oct 2026

CollabPEAS: A Collaborative VR System for Learning AI Agent Design Through the PEAS Framework

We present CollabPEAS, a collaborative system for artificial intelligence (AI) literacy in which pairs of learners come to understand how an AI agent’s behavior is produced by human specification. Working in shared virtual reality (VR), learners jointly specify a virtual cleaning robot using the PEAS framework (Perform...

Wan-Ru Li, Y. Yu, Qiao Jin · 0 citations
#robotics Review Oct 2026

MRPilot: Supervising and Intervening LLM-Based Multi-Robot Teams through Mixed Reality

Large language models (LLMs) let users direct heterogeneous multi-robot systems (MRS) through natural language, but make task interpretation, robot assignment, and coordination difficult to inspect and change. Based on a formative study with 12 non-expert users, we developed MRPilot, a mixed reality system organized ar...

Xiao-Ran Yang, Xun Qian, Yang Zhan et al. · 0 citations
#artificial intelligence Preprint Sep 2026

How Children Design and Reason about Trustworthy AI Chatbots

A chatbot-building environment with adjustable trust-relevant traits, describing what children believe makes a chatbot trustworthy, is developed, and seven design dimensions describing what children believe makes a chatbot trustworthy are identified.

Deniz Ozturk, Jia-Yu Li, Dakshita Singh et al. · 0 citations

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