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This study investigates behavioral intention to use healthcare metaverse platforms among medical students and physicians in Turkey, where such technologies are in early stages of adoption. A multi-theoretical research model was developed by…

Human-Computer Interaction · Computer Science 2025-10-21 Seckin Damar , Gulsah Hancerliogullari Koksalmis

We present an overview of the literature on trust in AI and AI trustworthiness and argue for the need to distinguish these concepts more clearly and to gather more empirically evidence on what contributes to people s trusting behaviours. We…

Artificial Intelligence · Computer Science 2023-09-20 Andreas Duenser , David M. Douglas

Measuring instructors' adoption of learning management system (LMS) tools is a critical first step in evaluating the efficacy of online teaching and learning at scale. Existing models for LMS adoption are often qualitative,…

Human-Computer Interaction · Computer Science 2024-07-19 Taha Hassan , Bob Edmison , Daron Williams , Larry Cox , Matthew Louvet , Bart Knijnenburg , D. Scott McCrickard

User trust in Artificial Intelligence (AI) enabled systems has been increasingly recognized and proven as a key element to fostering adoption. It has been suggested that AI-enabled systems must go beyond technical-centric approaches and…

Human-Computer Interaction · Computer Science 2023-12-05 Tita Alissa Bach , Amna Khan , Harry Hallock , Gabriela Beltrão , Sonia Sousa

Trust evaluation is an important topic in both research and applications in sociable environments. This paper presents a model for trust evaluation between agents by the combination of direct trust, indirect trust through neighbouring links…

Artificial Intelligence · Computer Science 2021-04-20 Qin Liang , Minjie Zhang , Fenghui Ren , Takayuki Ito

Large Language Models (LLMs) have demonstrated remarkable capabilities in conversational tasks. Embodying an LLM as a virtual human allows users to engage in face-to-face social interactions in Virtual Reality. However, the influence of…

Human-Computer Interaction · Computer Science 2025-08-06 Leon O. H. Kroczek , Alexander May , Selina Hettenkofer , Andreas Ruider , Bernd Ludwig , Andreas Mühlberger

Trustworthy machine learning is driving a large number of ML community works in order to improve ML acceptance and adoption. The main aspect of trustworthy machine learning are the followings: fairness, uncertainty, robustness,…

Machine Learning · Computer Science 2022-07-08 Gregory Scafarto , Nicolas Posocco , Antoine Bonnefoy

Human trust is a prerequisite to trustworthy AI adoption, yet trust remains poorly understood. Trust is often described as an attitude, but attitudes cannot be reliably measured or managed. Additionally, humans frequently conflate trust in…

Computers and Society · Computer Science 2025-01-24 Tory Frame , Julian Padget , George Stothart , Elizabeth Coulthard

This study investigates how faculty acquire contextual information about students, examining mechanisms and motivations used when sharing their identity to facilitate empathy. Empathy is "the ability and tendency to share and understand…

Physics Education · Physics 2024-04-03 Alia Hamdan , Ash Bista , Dina Newman , Scott Franklin

Cooperative learning theory has shown that stable membership is a hallmark of effective work teams. According to relation strength and social network centrality, this paper proposes an approach to measure team stability reasons in…

Computers and Society · Computer Science 2014-01-27 Yanqing Wang , Hong Ge , Xiaojing Feng , Jie Yu

We present an intelligent virtual interviewer that engages with a user in a text-based conversation and automatically infers the user's psychological traits, such as personality. We investigate how the personality of a virtual interviewer…

Artificial Intelligence · Computer Science 2018-11-05 Jingyi Li , Michelle X. Zhou , Huahai Yang , Gloria Mark

Trust is widely regarded as a critical component to building artificial intelligence (AI) systems that people will use and safely rely upon. As research in this area continues to evolve, it becomes imperative that the research community…

Human-Computer Interaction · Computer Science 2024-10-08 Michaela Benk , Sophie Kerstan , Florian v. Wangenheim , Andrea Ferrario

This study investigates the potential of virtual reality (VR) for enhancing sales skills training using a Cave Automatic Virtual Environment (CAVE). VR technology enables users to practice interpersonal and negotiation skills in controlled,…

Human-Computer Interaction · Computer Science 2025-10-17 Francesco Vona , Michael Stern , Navid Ashrafi , Julia Schorlemmer , Jessica Stemann , Jan-Niklas Voigt-Antons

Immersive virtual reality (VR) has enormous potential for education, but classroom resources are limited. Thus, it is important to identify whether and when VR provides sufficient advantages over other modes of learning to justify its…

Physics Education · Physics 2020-05-18 J. Madden , S. Pandita , J. P. Schuldt , B. Kim , A. S. Won , N. G. Holmes

We ran a study on engagement and achievement for a first year undergraduate programming module which used an online learning environment containing tasks which generate automated feedback. Students could also access human feedback from…

Computers and Society · Computer Science 2022-01-05 Beate Grawemeyer , John Halloran , Matthew England , David Croft

Hallucinations are outputs by Large Language Models (LLMs) that are factually incorrect yet appear plausible [1]. This paper investigates how such hallucinations influence users' trust in LLMs and users' interaction with LLMs. To explore…

Artificial Intelligence · Computer Science 2025-12-11 Adrian Ryser , Florian Allwein , Tim Schlippe

The rapid proliferation of Large Language Models (LLMs) has raised significant trustworthiness and ethical concerns. Despite the widespread adoption of LLMs across domains, there is still no clear consensus on how to define and…

Computation and Language · Computer Science 2025-05-06 José Siqueira de Cerqueira , Kai-Kristian Kemell , Rebekah Rousi , Nannan Xi , Juho Hamari , Pekka Abrahamsson

Trust is one of the most important factors shaping whether and how people adopt and rely on artificial intelligence (AI). Yet most existing studies measure trust in terms of functionality, focusing on whether a system is reliable, accurate,…

Human-Computer Interaction · Computer Science 2025-10-14 Haocan Sun , Weizi Liu , Di Wu , Guoming Yu , Mike Yao

This study examines the evolution of a grassroots, volunteer-driven peer-to-peer (P2P) educational initiative from an emergency response to the 2023 T\"urkiye earthquake into a sustainable ecosystem that operated for over two years and…

Computers and Society · Computer Science 2026-02-18 Öykü Kaplan , Adam Przybyłek , Michael Neumann , Netta Iivari

As AI systems are increasingly involved in decision making, it also becomes important that they elicit appropriate levels of trust from their users. To achieve this, it is first important to understand which factors influence trust in AI.…

Artificial Intelligence · Computer Science 2021-05-20 Siddharth Mehrotra , Catholijn M. Jonker , Myrthe L. Tielman