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Meetings often suffer from a lack of intentionality, such as unclear goals and straying off-topic. Identifying goals and maintaining their clarity throughout a meeting is challenging, as discussions and uncertainties evolve. Yet meeting…

Human-Computer Interaction · Computer Science 2025-04-09 Xinyue Chen , Lev Tankelevitch , Rishi Vanukuru , Ava Elizabeth Scott , Payod Panda , Sean Rintel

Ineffective meetings due to unclear goals are major obstacles to productivity, yet support for intentionality is surprisingly scant in our meeting and allied workflow technologies. To design for intentionality, we need to understand…

Human-Computer Interaction · Computer Science 2024-02-29 Ava Elizabeth Scott , Lev Tankelevitch , Sean Rintel

Despite decades of HCI and Meeting Science research, complaints about ineffective meetings are still pervasive. We argue that meeting technologies lack support for prospective reflection, that is, thinking about why a meeting is needed and…

Human-Computer Interaction · Computer Science 2025-05-21 Ava Elizabeth Scott , Lev Tankelevitch , Payod Panda , Rishi Vanukuru , Xinyue Chen , Sean Rintel

Reflective writing is part of many higher education courses across the globe. It is often considered a challenging task for students as it requires self-regulated learning skills to appropriately plan, timely engage and deeply reflect on…

Computers and Society · Computer Science 2022-11-16 Wannapon Suraworachet , Qi Zhou , Mutlu Cukurova

In collaborative settings, sustaining momentum and engagement between checkpoints (e.g., meetings) can be challenging, often leading to task drift and reduced preparedness. To address this gap, we developed ReflectEd, an AI-assisted system…

Human-Computer Interaction · Computer Science 2026-03-25 Md Nazmus Sakib , Ishika Tarin , Naga Manogna Rayasam , Manas Gaur , Sanorita Dey

A primary goal of remote collaboration tools is to provide effective and inclusive meetings for all participants. To study meeting effectiveness and meeting inclusiveness, we first conducted a large-scale email survey (N=4,425; after…

Human-Computer Interaction · Computer Science 2021-02-22 Ross Cutler , Yasaman Hosseinkashi , Jamie Pool , Senja Filipi , Robert Aichner , Yuan Tu , Johannes Gehrke

We investigate the impact of a novel method called "virtual mirroring" to promote employee self-reflection and impact customer satisfaction. The method is based on measuring communication patterns, through social network and semantic…

Social and Information Networks · Computer Science 2021-05-21 P. Gloor , A. Fronzetti Colladon , G. Giacomelli , T. Saran , F. Grippa

Workplace meetings are vital to organizational collaboration, yet relatively little progress has been made toward measuring meeting effectiveness and inclusiveness at scale. The recent rise in remote and hybrid meetings represents an…

Human-Computer Interaction · Computer Science 2024-01-30 Yasaman Hosseinkashi , Lev Tankelevitch , Jamie Pool , Ross Cutler , Chinmaya Madan

Group meetings are frequent business events aimed to develop and conduct project work, such as Big Room design and construction project meetings. To be effective in these meetings, participants need to have an engaged mental state. The…

Computer Vision and Pattern Recognition · Computer Science 2016-09-01 Maria Frank , Ghassem Tofighi , Haisong Gu , Renate Fruchter

Mindfulness meditation is a widely accessible and evidence-based method for supporting mental health. Despite the proliferation of mindfulness meditation apps, sustaining user engagement remains a persistent challenge. Personalizing the…

Video conferencing meetings are more effective when they are inclusive, but inclusion often hinges on meeting leaders' and/or co-facilitators' practices. AI systems can be designed to improve meeting inclusion at scale by moderating…

Human-Computer Interaction · Computer Science 2025-01-22 Mo Houtti , Moyan Zhou , Loren Terveen , Stevie Chancellor

Self-reflection on learning experiences constitutes a fundamental cognitive process, essential for the consolidation of knowledge and the enhancement of learning efficacy. However, traditional methods to facilitate reflection often face…

Augmented Reality (AR) is a promising medium for guiding users through tasks, yet its impact on fostering deeper task understanding remains underexplored. This paper investigates the impact of reflective prompts -- strategic questions that…

Human-Computer Interaction · Computer Science 2025-01-24 Nandi Zhang , Yukang Yan , Ryo Suzuki

Background. The widespread adoption of hybrid work following the COVID-19 pandemic has fundamentally transformed software development practices, introducing new challenges in communication and collaboration as organizations transition from…

Software Engineering · Computer Science 2025-09-26 Daniela Grassi , Fabio Calefato , Darja Smite , Nicole Novielli , Filippo Lanubile

Organizations rely on phishing interventions to enhance employees' vigilance and safe responses to phishing emails that bypass technical solutions. While various resources are available to counteract phishing, studies emphasize the need for…

Human-Computer Interaction · Computer Science 2024-02-20 Xiaowei Chen , Margault Sacré , Gabriele Lenzini , Samuel Greiff , Verena Distler , Anastasia Sergeeva

Wearables activity trackers are becoming widely adopted to understand individual behavior. Understanding behavior may help in self-regulation such as self-monitoring, goal-setting, self-corrective, etc.; Nevertheless, challenges exist in…

Human-Computer Interaction · Computer Science 2022-09-02 Ruochun Wang , Amani Abusafia , Abdallah Lakhdari , Athman Bouguettaya

Group decision-making often suffers from uneven information sharing, hindering decision quality. While large language models (LLMs) have been widely studied as aids for individuals, their potential to support groups of users, potentially as…

Human-Computer Interaction · Computer Science 2025-08-12 Mohammed Alsobay , David M. Rothschild , Jake M. Hofman , Daniel G. Goldstein

Although engagement in self-directed wellness exercises typically declines over time, integrating social support such as coaching can sustain it. However, traditional forms of support are often inaccessible due to the high costs and complex…

Beyond conventional productivity metrics, human interaction and collaboration dynamics merit careful consideration in our increasingly digital workspace. This research proposes a conjectural neuro-adaptive room that enhances group…

Neural and Evolutionary Computing · Computer Science 2024-10-30 Adán Flores-Ramírez , Ángel Mario Alarcón-López , Sofía Vaca-Narvaja , Daniela Leo-Orozco

Conversational agents have been studied as tools to scaffold planning and self-reflection for productivity and well-being. While prior work has demonstrated positive outcomes, we still lack a clear understanding of what drives these results…

Human-Computer Interaction · Computer Science 2026-02-06 Adnan Abbas , Caleb Wohn , Arnav Jagtap , Eugenia H Rho , Young-Ho Kim , Sang Won Lee
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