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Software developers balance a variety of different tasks in a workweek, yet the allocation of time often differs from what they consider ideal. Identifying and addressing these deviations is crucial for organizations aiming to enhance the…

Software Engineering · Computer Science 2025-02-24 Sukrit Kumar , Drishti Goel , Thomas Zimmermann , Brian Houck , B. Ashok , Chetan Bansal

AI copilots represent a new generation of AI-powered systems designed to assist users, particularly knowledge workers and developers, in complex, context-rich tasks. As these systems become more embedded in daily workflows, personalization…

Artificial Intelligence · Computer Science 2025-06-03 Saleh Afzoon , Zahra Jahanandish , Phuong Thao Huynh , Amin Beheshti , Usman Naseem

Background: Conversational AI chatbots are emerging as scalable mental health tools, but little is known about real world engagement or its relationship to clinical outcomes. Objective: To characterize engagement phenotypes among users of…

Human-Computer Interaction · Computer Science 2026-05-04 Emma C. Wolfe , Ting Su , Olivier Tieleman , Thomas D. Hull , Matteo Malgaroli , Caitlin A. Stamatis

The exponential growth in user acquisition and popularity of OpenAIs ChatGPT, an artificial intelligence(AI) powered chatbot, was accompanied by widespread mainstream media coverage. This article presents a quantitative data analysis of the…

Computers and Society · Computer Science 2023-08-07 Maya Karanouh

Talk2AI is a large-scale longitudinal dataset of 3,080 conversations (totaling 30,800 turns) between human participants and Large Language Models (LLMs), designed to support research on persuasion, opinion change, and human-AI interaction.…

Human-Computer Interaction · Computer Science 2026-04-07 Alexis Carrillo , Enrique Taietta , Ali Aghazadeh Ardebili , Giuseppe Alessandro Veltri , Massimo Stella

As people increasingly seek emotional support and companionship from AI chatbots, understanding how such interactions impact mental well-being becomes critical. We conducted a four-week randomized controlled experiment (n=981, >300k…

Generative AI technologies promise to transform the product development lifecycle. This study evaluates the efficiency gains, areas for improvement, and emerging challenges of using GitHub Copilot, an AI-powered coding assistant. We…

Software Engineering · Computer Science 2024-06-27 Ruchika Pandey , Prabhat Singh , Raymond Wei , Shaila Shankar

Conversation logs from AI platforms are increasingly used to measure occupational exposure to artificial intelligence, but the users observed in these logs are not the workforce. We show that platform-derived exposure scores combine…

Artificial Intelligence · Computer Science 2026-05-28 Michelle Yin , Burhan Ogut

Working adults spend nearly one third of their daily time at their jobs. In this paper, we study job-related social media discourse from a community of users. We use both crowdsourcing and local expertise to train a classifier to detect…

Social and Information Networks · Computer Science 2015-11-17 Tong Liu , Christopher M. Homan , Cecilia Ovesdotter Alm , Ann Marie White , Megan C. Lytle-Flint , Henry A. Kautz

The advent of Generative Artificial Intelligence (GAI) has revolutionized the field of writing, marking a shift towards human-AI collaborative writing in education. However, the dynamics of human-AI interaction in the collaborative writing…

Human-Computer Interaction · Computer Science 2024-06-24 Kaixun Yang , Yixin Cheng , Linxuan Zhao , Mladen Raković , Zachari Swiecki , Dragan Gašević , Guanliang Chen

Artificial Intelligence (AI) chatbots are increasingly used for emotional, creative, and social support, leading to sustained and routine user interaction with these systems. As these applications evolve through frequent version updates,…

Human-Computer Interaction · Computer Science 2026-04-10 Sirajam Munira , Lydia Manikonda

This study investigates the use of AI tools in academic writing through analysis of AI usage declarations in journals. Using a mixed-methods approach combining content analysis, statistical analysis, and text mining, this research analyzed…

Computers and Society · Computer Science 2025-02-04 Ziyang Xu

Large Language Model (LLM)-based in-application assistants, or copilots, can automate software tasks, but users often prefer learning by doing, raising questions about the optimal level of automation for an effective user experience. We…

Human-Computer Interaction · Computer Science 2025-04-23 Anjali Khurana , Xiaotian Su , April Yi Wang , Parmit K Chilana

News consumption behavior is shaped by the coupling between temporal dynamics and content selection. This study proposes a multi-scale temporal-content framework and validates it on two large real-world news datasets, MIND and Adressa.…

Social and Information Networks · Computer Science 2026-05-01 Jipeng Tan , Mengye Yang , Zhanghao Li , Yong Min

Understanding the motivations underlying the human inclination to automate tasks is vital to developing truly helpful robots integrated into daily life. Accordingly, we ask: are individuals more inclined to automate chores based on the time…

Human-Computer Interaction · Computer Science 2025-07-24 Ruchira Ray , Leona Pang , Sanjana Srivastava , Li Fei-Fei , Samantha Shorey , Roberto Martín-Martín

Conversational AI companions have grown prominent in public discourse, yet scholarly understanding of user experiences remains limited, with existing research organized around evaluative poles of harm and benefit rather than examining what…

Human-Computer Interaction · Computer Science 2026-04-09 Dayeon Eom , Julianne Renner , Sedona Chinn

Millions of people now turn to artificial intelligence (AI) systems for personal advice, guidance, and support. Such systems can be sycophantic, frequently affirming users' views and beliefs. Across five preregistered studies (N = 3,075…

Human-Computer Interaction · Computer Science 2026-05-13 Lujain Ibrahim , Franziska Sofia Hafner , Myra Cheng , Cinoo Lee , Rebecca Anselmetti , Robb Willer , Luc Rocher , Diyi Yang

Human-AI romantic relationships are increasingly common, yet little is understood about how public discourse around them emerges and shifts over time. Prior research has examined user experiences and ethical concerns, but lacks longitudinal…

Human-Computer Interaction · Computer Science 2026-05-14 Tyler Chang , Jina Huh-Yoo , Afsaneh Razi

In recent years, there has been a growing recognition of the need to incorporate lay-people's input into the governance and acceptability assessment of AI usage. However, how and why people judge acceptability of different AI use cases…

Computers and Society · Computer Science 2025-06-02 Jimin Mun , Wei Bin Au Yeong , Wesley Hanwen Deng , Jana Schaich Borg , Maarten Sap

This paper investigates the relationship between AI use and worker well-being outcomes such as mental health, job enjoyment, and physical health and safety, using microdata from the OECD AI Surveys across seven countries. The results reveal…

General Economics · Economics 2026-03-03 Voraprapa Nakavachara