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Human-centered AI (HCAI) is a design philosophy that advocates prioritizing humans in designing, developing, and deploying intelligent systems, aiming to maximize the benefits of AI to humans and avoid potential adverse impacts. While HCAI…

人工智能 · 计算机科学 2023-11-15 Wei Xu , Zaifeng Gao

Artificial Intelligence (AI) is a transformative yet double-edged technology that can advance human welfare while also posing risks to humans and society. In response, the Human-Centered Artificial Intelligence (HCAI) approach has emerged…

人机交互 · 计算机科学 2026-02-20 Wei Xu

Artificial intelligence (AI) has brought benefits, but it may also cause harm if it is not appropriately developed. Current development is mainly driven by a "technology-centered" approach, causing many failures. For example, the AI…

人机交互 · 计算机科学 2023-02-21 Wei Xu , Marvin Dainoff

The development of autonomous robotic systems offers significant potential for performing complex tasks with precision and consistency. Recent advances in Artificial Intelligence (AI) have enabled more capable intelligent automation…

机器人学 · 计算机科学 2025-11-18 Simona Casini , Pietro Ducange , Francesco Marcelloni , Lorenzo Pollini

Human-centered artificial intelligence (HCAI) is an approach to AI design, development, and deployment that prioritizes human needs, values, and experiences, ensuring that technology enhances human capabilities, well-being, and workforce…

人机交互 · 计算机科学 2026-02-20 Stuart Winby , Wei Xu

Human-Centered AI (HCAI) refers to the research effort that aims to design and implement AI techniques to support various human tasks, while taking human needs into consideration and preserving human control. In this short position paper,…

机器学习 · 计算机科学 2021-10-05 Dakuo Wang , Xiaojuan Ma , April Yi Wang

Developing human-controllable artificial intelligence (AI) and achieving meaningful human control (MHC) has become a vital principle to address these challenges, ensuring ethical alignment and effective governance in AI. MHC is also a…

人机交互 · 计算机科学 2026-02-20 Chengke Liu , Wei Xu

Humans are increasingly coming into contact with artificial intelligence and machine learning systems. Human-centered artificial intelligence is a perspective on AI and ML that algorithms must be designed with awareness that they are part…

人工智能 · 计算机科学 2019-02-01 Mark O. Riedl

The integration of Artificial Intelligence (AI) into high-stakes domains such as healthcare, finance, and autonomous systems is often constrained by concerns over transparency, interpretability, and trust. While Human-Centered AI (HCAI)…

人机交互 · 计算机科学 2025-04-29 Chameera De Silva , Thilina Halloluwa , Dhaval Vyas

Human-centered AI (HCAI) puts the user in the driver's seat of so-called human-centered AI-infused tools (HCAI tools): interactive software tools that amplify, augment, empower, and enhance human performance using AI models. We discuss how…

人机交互 · 计算机科学 2024-11-05 Md Naimul Hoque , Sungbok Shin , Niklas Elmqvist

This contribution explores how the integration of Artificial Intelligence (AI) into organizational practices can be effectively framed through a socio-technical perspective to comply with the requirements of Human-centered AI (HCAI).…

人机交互 · 计算机科学 2026-01-30 Thomas Herrmann

In the intelligent era, the interaction between humans and intelligent systems fundamentally involves collaboration with autonomous intelligent agents. Human-AI Collaboration (HAC) represents a novel type of human-machine relationship…

人机交互 · 计算机科学 2025-05-29 Qi Gao , Wei Xu , Hanxi Pan , Mowei Shen , Zaifeng Gao

Human-centered artificial intelligence (HCAI) is a design philosophy that prioritizes humans in the design, development, deployment, and use of AI systems, aiming to maximize AI's benefits while mitigating its negative impacts. Despite its…

人机交互 · 计算机科学 2025-08-27 Wei Xu , Zaifeng Gao , Marvin Dainoff

While artificial intelligence (AI) offers significant benefits, it also has negatively impacted humans and society. A human-centered AI (HCAI) approach has been proposed to address these issues. However, current HCAI practices have shown…

人机交互 · 计算机科学 2024-10-25 Wei Xu , Zaifeng Gao

With the rapid development of artificial intelligence (AI), machines are increasingly evolving into intelligent agents, and the human-machine relationship is shifting from traditional "human-computer interaction" toward a new paradigm of…

人机交互 · 计算机科学 2026-02-20 Zaifeng Gao , Yuanxiu Zhao , Hanxi Pan , Wei Xu

The burgeoning of AI has prompted recommendations that AI techniques should be "human-centered". However, there is no clear definition of what is meant by Human Centered Artificial Intelligence, or for short, HCAI. This paper aims to…

The trustworthiness of Robots and Autonomous Systems (RAS) has gained a prominent position on many research agendas towards fully autonomous systems. This research systematically explores, for the first time, the key facets of…

机器人学 · 计算机科学 2021-05-11 Hongmei He , John Gray , Angelo Cangelosi , Qinggang Meng , T. Martin McGinnity , Jörn Mehnen

Artificial intelligence (AI) holds great promise to empower us with knowledge and augment our effectiveness. We can -- and must -- ensure that we keep humans safe and in control, particularly with regard to government and public sector…

人工智能 · 计算机科学 2019-10-09 Carol J. Smith

To facilitate the widespread acceptance of AI systems guiding decision-making in real-world applications, it is key that solutions comprise trustworthy, integrated human-AI systems. Not only in safety-critical applications such as…

人工智能 · 计算机科学 2020-01-16 Florian Buettner , John Piorkowski , Ian McCulloh , Ulli Waltinger

Artificial Intelligence (AI) spreads quickly as new technologies and services take over modern society. The need to regulate AI design, development, and use is strictly necessary to avoid unethical and potentially dangerous consequences to…

人机交互 · 计算机科学 2025-11-19 Miriana Calvano , Antonio Curci , Giuseppe Desolda , Andrea Esposito , Rosa Lanzilotti , Antonio Piccinno
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