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This thesis investigates the psychological factors that influence belief in AI predictions, comparing them to belief in astrology- and personality-based predictions, and examines the "personal validation effect" in the context of AI,…

人机交互 · 计算机科学 2024-09-25 Eunhae Lee

Calls for engagement with the public in Artificial Intelligence (AI) research, development, and governance are increasing, leading to the use of surveys to capture people's values, perceptions, and experiences related to AI. In this paper,…

计算机与社会 · 计算机科学 2024-08-06 Mohammmad Tahaei , Daricia Wilkinson , Alisa Frik , Michael Muller , Ruba Abu-Salma , Lauren Wilcox

The widespread utilization of AI systems has drawn attention to the potential impacts of such systems on society. Of particular concern are the consequences that prediction errors may have on real-world scenarios, and the trust humanity…

计算机与社会 · 计算机科学 2021-06-22 Mary Roszel , Robert Norvill , Jean Hilger , Radu State

One main challenge in social media is to identify trustworthy information. If we cannot recognize information as trustworthy, that information may become useless or be lost. Opposite, we could consume wrong or fake information with major…

社会与信息网络 · 计算机科学 2019-04-17 Jamal Al Qundus , Adrian Paschke

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,…

人机交互 · 计算机科学 2025-10-14 Haocan Sun , Weizi Liu , Di Wu , Guoming Yu , Mike Yao

Providing well-calibrated AI confidence can help promote users' appropriate trust in and reliance on AI, which are essential for AI-assisted decision-making. However, calibrating AI confidence -- providing confidence score that accurately…

人工智能 · 计算机科学 2025-09-30 Jingshu Li , Yitian Yang , Renwen Zhang , Q. Vera Liao , Tianqi Song , Zhengtao Xu , Yi-chieh Lee

This chapter explores the symbiotic relationship between Artificial Intelligence (AI) and trust in networked systems, focusing on how these two elements reinforce each other in strategic cybersecurity contexts. AI's capabilities in data…

人工智能 · 计算机科学 2024-11-21 Yunfei Ge , Quanyan Zhu

AI services are known to have unstable behavior when subjected to changes in data, models or users. Such behaviors, whether triggered by omission or commission, lead to trust issues when AI works with humans. The current approach of…

人机交互 · 计算机科学 2023-02-21 Biplav Srivastava , Kausik Lakkaraju , Mariana Bernagozzi , Marco Valtorta

Policy makers, scientists, and the public are increasingly confronted with thorny questions about the regulation of artificial intelligence (AI) systems. A key common thread concerns whether AI can be trusted and the factors that can make…

人工智能 · 计算机科学 2026-04-08 Martino Maggetti

Explainability, interpretability and how much they affect human trust in AI systems are ultimately problems of human cognition as much as machine learning, yet the effectiveness of AI recommendations and the trust afforded by end-users are…

人机交互 · 计算机科学 2022-02-21 Ali Shafti , Victoria Derks , Hannah Kay , A. Aldo Faisal

Artificial intelligence based chatbots have brought unprecedented business potential. This study aims to explore consumers trust and response to a text-based chatbot in ecommerce, involving the moderating effects of task complexity and…

人工智能 · 计算机科学 2024-01-24 Xusen Cheng , Ying Bao , Alex Zarifis , Wankun Gong , Jian Mou

Artificial Intelligence (AI) is becoming the corner stone of many systems used in our daily lives such as autonomous vehicles, healthcare systems, and unmanned aircraft systems. Machine Learning is a field of AI that enables systems to…

人工智能 · 计算机科学 2022-06-27 Lionel Nganyewou Tidjon , Foutse Khomh

Trust is a central component of the interaction between people and AI, in that 'incorrect' levels of trust may cause misuse, abuse or disuse of the technology. But what, precisely, is the nature of trust in AI? What are the prerequisites…

人工智能 · 计算机科学 2021-01-21 Alon Jacovi , Ana Marasović , Tim Miller , Yoav Goldberg

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…

人机交互 · 计算机科学 2023-12-05 Tita Alissa Bach , Amna Khan , Harry Hallock , Gabriela Beltrão , Sonia Sousa

Complementary collaboration between humans and AI is essential for human-AI decision making. One feasible approach to achieving it involves accounting for the calibrated confidence levels of both AI and users. However, this process would…

人机交互 · 计算机科学 2025-12-08 Jingshu Li , Yitian Yang , Q. Vera Liao , Junti Zhang , Yi-Chieh Lee

Humans' trust in AI constitutes a pivotal element in fostering a synergistic relationship between humans and AI. This is particularly significant in the context of systems that leverage AI technology, such as autonomous driving systems and…

人机交互 · 计算机科学 2025-11-14 Sota Kaneko , Seiji Yamada

Trust is a key motivation in developing explainable artificial intelligence (XAI). However, researchers attempting to measure trust in AI face numerous challenges, such as different trust conceptualizations, simplified experimental tasks…

人机交互 · 计算机科学 2023-03-30 Nicolas Scharowski , Sebastian A. C. Perrig

Trust and reliance are often treated as coupled constructs in human-AI interaction research, with the assumption that calibrating trust will lead to appropriate reliance. We challenge this assumption in educational contexts, where students…

人机交互 · 计算机科学 2026-01-26 Olivia Pal , Veda Duddu , Agam Goyal , Drishti Goel , Koustuv Saha

Anthropomorphic design is routinely used to make conversational agents more approachable and engaging. Yet its influence on users' perceptions remains poorly understood. Drawing on psychological theories, we propose that anthropomorphism…

人机交互 · 计算机科学 2026-02-17 Manuele Reani , Xiangyang He , Zuolan Bao

Scientists and philosophers have debated whether humans can trust advanced artificial intelligence (AI) agents to respect humanity's best interests. Yet what about the reverse? Will advanced AI agents trust humans? Gauging an AI agent's…

人工智能 · 计算机科学 2022-12-29 Tim Johnson , Nick Obradovich