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Over the past decade, an ecosystem of measures has emerged to evaluate the social and ethical implications of AI systems, largely shaped by high-level ethics principles. These measures are developed and used in fragmented ways, without…

人机交互 · 计算机科学 2025-10-14 Shalaleh Rismani , Renee Shelby , Leah Davis , Negar Rostamzadeh , AJung Moon

Though intelligent agents are supposed to improve human experience (or make it more efficient), it is hard from a human perspective to grasp the ethical values which are explicitly or implicitly embedded in an agent behaviour. This is the…

人工智能 · 计算机科学 2025-08-12 Gianluca Bontempi

Big models, exemplified by Large Language Models (LLMs), are models typically pre-trained on massive data and comprised of enormous parameters, which not only obtain significantly improved performance across diverse tasks but also present…

人工智能 · 计算机科学 2023-09-06 Jing Yao , Xiaoyuan Yi , Xiting Wang , Jindong Wang , Xing Xie

Frontier language models sometimes recognize that they are being evaluated and adjust their behavior, undermining validity of benchmark results. Yet the field studies it without a shared foundation, conflating properties of the evaluation…

机器学习 · 计算机科学 2026-05-25 Changling Li , Terry Jingchen Zhang , Jie Zhang , Zhijing Jin , Sahar Abdelnabi , Maksym Andriushchenko

In this paper, we present our vision of the integration of human factors engineering into the software development process. The aim of this approach is to improve the quality of software and to deal with human errors in a systematic way.

软件工程 · 计算机科学 2015-03-13 Maria Spichkova , Huai Liu , Mohsen Laali , Heinz W. Schmidt

People are remarkably capable of generating their own goals, beginning with child's play and continuing into adulthood. Despite considerable empirical and computational work on goals and goal-oriented behavior, models are still far from…

人工智能 · 计算机科学 2025-05-20 Guy Davidson , Graham Todd , Julian Togelius , Todd M. Gureckis , Brenden M. Lake

Emotion and fairness play a key role in mediating socioeconomic decisions in humans; however, the underlying neurocognitive mechanism remains largely unknown. This exploratory study unraveled the interplay between agents' emotions and the…

神经元与认知 · 定量生物学 2025-12-23 Rudra Mukhopadhyay , Sourin Chatterjee , Koel Das

A broad current application of algorithms is in formal and quantitative measures of murky concepts -- like merit -- to make decisions. When people strategically respond to these sorts of evaluations in order to gain favorable decision…

计算机与社会 · 计算机科学 2023-10-06 Benjamin Laufer , Jon Kleinberg , Karen Levy , Helen Nissenbaum

As AI systems become increasingly sophisticated, questions about machine consciousness and its ethical implications have moved from fringe speculation to mainstream academic debate. Current ethical frameworks in this domain often implicitly…

计算机与社会 · 计算机科学 2025-12-03 Zhou Ziheng , Haiqiang Dai , Bin Ling , Ying Nian Wu , Demetri Terzopoulos

The wide exploration of large language models (LLMs) raises the awareness of alignment between healthcare stakeholder preferences and model outputs. This alignment becomes a crucial foundation to empower the healthcare workflow effectively,…

计算机与社会 · 计算机科学 2025-05-07 Kexin Ding , Mu Zhou , Akshay Chaudhari , Shaoting Zhang , Dimitris N. Metaxas

Given the ubiquity of mobile applications (apps) in daily lives, understanding and reflecting end-users' human values (e.g., transparency, privacy, social recognition etc.) in apps has become increasingly important. Violations of end users'…

Human decision-making under uncertainty faces growing challenges from information-based threats that pose risks to human cognitive processes and behavior. Although their potential harm is widely acknowledged, there remains no well-defined…

When inferring the goals that others are trying to achieve, people intuitively understand that others might make mistakes along the way. This is crucial for activities such as teaching, offering assistance, and deciding between blame or…

人工智能 · 计算机科学 2021-06-28 Arwa Alanqary , Gloria Z. Lin , Joie Le , Tan Zhi-Xuan , Vikash K. Mansinghka , Joshua B. Tenenbaum

Current evaluation paradigms for emotional support conversations tend to reward generic empathetic responses, yet they fail to assess whether the support is genuinely personalized to users' unique psychological profiles and contextual…

计算与语言 · 计算机科学 2026-01-06 Jing Ye , Lu Xiang , Yaping Zhang , Chengqing Zong

This article provides the first survey of computational models of emotion in reinforcement learning (RL) agents. The survey focuses on agent/robot emotions, and mostly ignores human user emotions. Emotions are recognized as functional in…

机器学习 · 计算机科学 2017-11-30 Thomas M. Moerland , Joost Broekens , Catholijn M. Jonker

Today, software industry has a rapid growth. In order to resist the competition increased by this growth, software projects need to be developed with higher quality and especially user friendly. Therefore, the importance of human-computer…

人机交互 · 计算机科学 2019-02-08 M. Hanefi Calp , M. Ali Akcayol

\textbf{Background:} Fairness and diversity are receiving growing attention in software engineering, particularly as AI and machine learning systems increasingly influence decision-making processes. While fairness is often examined at the…

软件工程 · 计算机科学 2026-03-16 Cleyton Magalhes , Ronnie de Souza Santos , Bimpe Ayoola , Brody Stuart-Verner , Italo Santos

University engineering capstone projects involve sustained interaction among students, faculty, and industry sponsors whose objectives are only partially aligned. While capstones are widely used in engineering education, existing analyses…

计算机与社会 · 计算机科学 2026-01-16 Richard Q. Blackwell , Eman Hammad , Congrui Jin , Jisoo Park , Albert E. Patterson

LLM-powered coding agents are reshaping the development paradigm. However, existing evaluation systems, neither traditional tests for humans nor benchmarks for LLMs, fail to capture this shift, excluding problems that require both human…

This work focuses on the context of software explainability, which is the production of software capable of explaining to users the dynamics that govern its internal functioning. User models that include information about their requirements…

人机交互 · 计算机科学 2021-12-06 Henrique Ramos , Mateus Fonseca , Lesandro Ponciano