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AI research pipelines can now generate academic work that may satisfy existing peer review standards for quality, novelty, and methodological rigor. However, the publication system was built around the assumption that research is produced…

人工智能 · 计算机科学 2026-05-13 Yang Lu , Rabimba Karanjai , Lei Xu , Weidong Shi

Compelling writing is tailored to its audience. This is challenging, as writers may struggle to empathize with readers, get feedback in time, or gain access to the target group. We propose a concept that generates on-demand feedback, based…

人机交互 · 计算机科学 2024-02-21 Karim Benharrak , Tim Zindulka , Florian Lehmann , Hendrik Heuer , Daniel Buschek

Evaluating creative text generation remains a challenge because existing reference-based metrics fail to capture the subjective nature of creativity. We propose a structured evaluation framework for AI story generation comprising four…

计算与语言 · 计算机科学 2026-01-08 Pharath Sathya , Yin Jou Huang , Fei Cheng

As generative AI tools become integrated into design workflows, students increasingly engage with these tools not just as aids, but as collaborators. This study analyzes reflections from 33 student teams in an HCI design course to examine…

人机交互 · 计算机科学 2025-05-15 Suchismita Naik , Prakash Shukla , Ike Obi , Jessica Backus , Nancy Rasche , Paul Parsons

Artificial Intelligence (AI), and in particular generative models, are transformative tools for knowledge work. They problematise notions of creativity, originality, plagiarism, the attribution of credit, and copyright ownership. Critics of…

人机交互 · 计算机科学 2023-07-21 Advait Sarkar

Concerns that interacting with generative AI homogenizes human cognition are largely based on evidence from text-based interactions, potentially conflating the effects of AI systems with those of written communication. This study examines…

人机交互 · 计算机科学 2026-03-31 Neelam Modi Jain , Dan J. Wang

Explainable Artificial Intelligence seeks to make the reasoning processes of AI models transparent and interpretable, particularly in complex decision making environments. In the construction industry, where AI based decision support…

人机交互 · 计算机科学 2025-09-09 Peter E. D. Love , Jane Matthews , Weili Fang , Hadi Mahamivanan

Research on AI-generated text detection has presented a number of approaches to discern human from AI prose, some of which achieving high in-distribution performance. However, real-world applicability has stalled because their outputs are…

人工智能 · 计算机科学 2026-05-28 Aldan Creo , Suraj Ranganath

The integration of Generative AI (GenAI) into education has raised concerns about over-reliance and superficial learning, particularly in writing tasks in higher education. This study explores whether a theory-driven learning analytics…

人机交互 · 计算机科学 2025-06-25 Angxuan Chen , Jingjing Lian , Xinran Kuang , Jiyou Jia

High-stakes decision systems increasingly require structured justification, traceability, and auditability to ensure accountability and regulatory compliance. Formal arguments commonly used in the certification of safety-critical systems…

人工智能 · 计算机科学 2026-04-07 Mahyar T. Moghaddam

Generative AI is a technology which depends in part on participation by humans in training and improving the automation potential. We focus on the development of an "AI twin" that could complement its creator's efforts, enabling them to…

理论经济学 · 经济学 2025-09-11 Catherine Wu , Arun Sundararajan

We investigate whether modern AI can emulate expert creativity in complex scientific endeavors. We introduce novel methodology that utilizes original research articles published after the AI's training cutoff, ensuring no prior exposure,…

人工智能 · 计算机科学 2024-04-09 Anirban Mukherjee , Hannah Hanwen Chang

The increasing use of Generative Artificial Intelligence (GAI) tools in education highlights the need to understand their influence on individuals' thinking processes and agency. This research explored 20 university students' interaction…

人机交互 · 计算机科学 2024-12-02 Tianlong Zhong , Gaoxia Zhu , Kang You Lim , Yew Soon Ong

This study asks whether the threat of AI detection changes how people write with AI, and whether other people can tell the difference. In a two-phase controlled experiment, 21 participants wrote opinion pieces on remote work using an AI…

人机交互 · 计算机科学 2026-04-28 Daniel Tabach

In this paper, we study how different Reddit communities discuss generative AI in high school education, focusing on learning, academic integrity, AI detection, and emotional framing. Using 3,789 posts from five education-related…

计算机与社会 · 计算机科学 2026-03-27 Parth Gaba , Emiliano De Cristofaro

The growing use of generative AI tools like ChatGPT has raised urgent concerns about their impact on student learning, particularly the potential erosion of critical thinking and creativity. As students increasingly turn to these tools to…

计算机与社会 · 计算机科学 2025-04-01 Muhammad Sajjad Akbar

AI creation, such as poem or lyrics generation, has attracted increasing attention from both industry and academic communities, with many promising models proposed in the past few years. Existing methods usually estimate the outputs based…

人工智能 · 计算机科学 2024-09-05 Qian Cao , Xu Chen , Ruihua Song , Hao Jiang , Guang Yang , Zhao Cao

The evidence on the effects of generative AI (GenAI) on critical thinking is mixed, with studies suggesting both potential harms and benefits depending on its implementation. Some argue that AI-driven provocations, such as questions asking…

人机交互 · 计算机科学 2026-03-23 Thomas Şerban von Davier , Hao-Ping Lee , Jodi Forlizzi , Sauvik Das

Creative writing is a deeply human craft, yet AI systems using large language models (LLMs) offer the automation of significant parts of the writing process. So why do some creative writers choose to use AI? Through interviews and observed…

人机交互 · 计算机科学 2025-06-12 Alicia Guo , Shreya Sathyanarayanan , Leijie Wang , Jeffrey Heer , Amy Zhang

Current AI writing support tools are largely designed for individuals, complicating collaboration when co-writers must leave the shared workspace to use AI and then communicate and reintegrate results. We propose integrating AI agents…

人机交互 · 计算机科学 2026-02-24 Florian Lehmann , Krystsina Shauchenka , Daniel Buschek