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Together we turn Uncertainty into Action: Understanding the Role of Artificial Intelligence in Supporting the Financial Concerns of Older Adults 26

Together we turn Uncertainty into Action: Understanding the ...

引用

26th acm conference on computer-supported cooperative work and social computing, CSCW 2023

作者： Choi, Yubin Choi, Dasom Hong, Hwajung School of Computing Kaist Korea Republic of Department of Industrial Design Kaist Korea Republic of

ISBN: (纸本)9798400701290

Artificial Intelligence (AI) advancements have transformed digital banking by offering services such as personalized recommendations and interactive chatbots. However, only some AI systems target older adult users, given their relatively low usage of digital banking. Conversely, older adults may benefit the most from AI as handling finances becomes increasingly crucial after retirement. Our paper aims to fill this gap by 1) understanding the everyday financial concerns of older adults near retirement age and 2) exploring interests and needs in AI supporting their financial concerns. To understand the perspectives of older adults regarding the support of financial needs with AI, we conducted co-design workshops with 14 older adults. Our findings revealed three key concerns: retirement planning, grown children's education and marriage expenses, and family healthcare costs. Also, participants were willing to use AI to glean the financial information they lacked and grow self-efficacy. Finally, we discuss the design opportunities of using AI to support older adults' financial decisions. © 2023 acm.

关键词： Artificial intelligence

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Evaluation of Interactive Demonstration in Voice-assisted Counting for Young Children 24

Evaluation of Interactive Demonstration in Voice-assisted Co...

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27th acm conference on computer-supported cooperative work and social computing, CSCW Companion 2024

作者： Karunaratna, Sulakna Vargas-Diaz, Daniel Kim, Jisun Wang, Jenny Choi, Koeun Lee, Sang Won Computer Science Virginia Tech BlacksburgVA United States Human Development and Family Science Virginia Tech BlacksburgVA United States Psychology and Cognitive Science Rutgers University-New Brunswick New BrunswickNJ United States

ISBN: (纸本)9798400711145

In recent years, the number of AI voice agent applications designed to help young children learn math has increased. However, the impact of interactivity within these applications on children's learning and engagement remains unexplored. While current apps may employ various levels of interactions, such as visual, haptic, sound, and animation, the efficacy of these interactions in facilitating children's learning remains uncertain. This research investigates how varying levels of interactivity in touch-based interfaces, combined with an AI voice agent, affect the learning of counting skills in children aged 2 to 4 years. We examine three conditions: baseline (no demonstration), animated demonstration, and interactive demonstration. By examining how these different levels of interactivity influence children's engagement with math apps, this study seeks to enhance our understanding of effective design strategies for educational technology targeting early childhood education. The findings of this research hold the potential to inform the development of interfaces for math games that leverage both touch-based interactions and AI voice assistants to support young children's learning of foundational mathematical concepts. © 2024 Owner/Author.

关键词： Demonstrations

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Examining Race in Healthcare-Focused HCI Research 26

Examining Race in Healthcare-Focused HCI Research

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26th acm conference on computer-supported cooperative work and social computing, CSCW 2023

作者： Roe, Devon Marathe, Megh University of Michigan Ann Arbor United States Michigan State University East Lansing United States

ISBN: (纸本)9798400701290

The human-computer interaction community has a long tradition of conducting research in healthcare settings. We conducted a systematic review of how race is defined and discussed in healthcare-focused HCI research. Beginning with an initial set of 514 articles drawn from two major HCI venues, we applied exclusion criteria resulting in a data set of 29 articles. We found considerable variation in definitions of race across articles, with some focusing on physical appearances, others on sociocultural differences, and still others not providing any explicit definition of race. This variation was further reflected in the method used to identify participants race and the level of specificity used in categorizing participants' race and ethnicity. Additionally, many articles engagement with race and racial disparities in minor ways, with some articles proposing racial equity as an avenue for future work without attending to race in their current investigation. Finally, we found that most articles studied patients and end users, leaving unexamined the practices and perspectives of healthcare practitioners and institutions. We conclude with suggestions advocating greater clarity and consciousness around race, racism, and racial disparities in healthcare focused HCI research. © 2023 acm.

关键词： Human computer interaction

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Invisible Coordination work: Field Stations as Scientific Caregivers 26

Invisible Coordination Work: Field Stations as Scientific Ca...

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26th acm conference on computer-supported cooperative work and social computing, CSCW 2023

作者： Robinson, Erin Palen, Leysia University of Colorado Boulder BoulderCO United States

ISBN: (纸本)9798400701290

Field stations are an important part of the global scientific research infrastructure providing access and logistical support that makes scientific contributions across domains from ecology to archeology possible. There are over 1000 field stations worldwide. However, little attention has been given to the cooperative work at field stations or how computer-supported cooperative work could benefit this cooperation. We conducted six ethnographic interviews from August 2022 through October 2022 with staff representing six field stations. The interviews made visible the articulation and coordination work needed for scientific caregiving that field stations do before, during, and after research teams do research at the site. This poster represents a portion of preliminary work in a larger study on cooperative work at field stations. © 2023 Owner/Author.

关键词： Human resource management

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Avatar Customization, Personality, and the Perception of work Group Inclusion in Immersive Virtual Reality 26

Avatar Customization, Personality, and the Perception of Wor...

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26th acm conference on computer-supported cooperative work and social computing, CSCW 2023

作者： Buck, Lauren Young, Gareth W. McDonnell, Rachel School of Computer Science and Statistics Trinity College Dublin Dublin Ireland

ISBN: (纸本)9798400701290

Virtual reality (VR) has experienced exponential growth in attention in the past five years. Many see it as a new communication mechanism through which people can come together in a way they have never been able to via traditional online interfaces. However, much is still unknown about how VR may affect how groups of users communicate. In this work, we present preliminary findings on how avatars, the customization choices users make to create them, and user perception of them may affect feelings of work group inclusion. We study this in the context of a formal classroom setting with work groups comprised of students. Avatars are known to transform user perception and behavior in virtual environments - both immersive and non-immersive - and can dictate the way social interactions play out in these scenarios. We produce results that align with this paradigm, showing that elements of work group inclusion are different between the physical world and VR, and that customization choices and user perceptions of avatars may shape the perception of inclusion. © 2023 Owner/Author.

关键词： Virtual reality

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SaludConectaMX: Lessons Learned from Deploying a cooperative Mobile Health System for Pediatric Cancer Care in Mexico 24

SaludConectaMX: Lessons Learned from Deploying a Cooperative...

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27th acm conference on computer-supported cooperative work and social computing, CSCW Companion 2024

作者： Schnur, Jennifer J. Garcia-Martínez, Angélica Soga, Patrick Badillo-Urquiola, Karla Botello, Alejandra J. Calderon Raisbeck, Ana Chawla, Sugana Ernst, Josef Gentry, William Johnson, Richard P. Kennel, Michael Robles, Jesús Wagner, Madison Medina, Elizabeth Garduño Espinosa, Juan Márquez-González, Horacio Olivar-López, Victor Juárez-Villegas, Luis E. Avilés-Robles, Martha Dorantes-Acosta, Elisa Avila, Viridia Chapa-Koloffon, Gina Cruz, Elizabeth Luis, Leticia Quezada, Clara Orozco, Emanuel Serván-Mori, Edson Cordero, Martha Martín Payo, Rubén Chawla, Nitesh V. University of Notre Dame South Bend United States Mexico City Mexico Instituto Nacional de Salud Pública Mexico City Mexico Instituto Nacional De Psiquiatría Ramón De La Fuente Muñiz Mexico City Mexico Universidad de Oviedo Oviedo Spain University of Notre Dame Notre Dame United States

ISBN: (纸本)9798400711145

We developed SaludConectaMX as a comprehensive system to track and understand the determinants of complications throughout chemotherapy treatment for children with cancer in Mexico. SaludConectaMX is unique in that it integrates patient clinical indicators with social determinants and caregiver mental health, forming a social-clinical perspective of the patient's evolving health trajectory. The system is composed of a web application (for hospital staff) and a mobile application (for family caregivers), providing the opportunity for cooperative patient monitoring in both hospital and home settings. This paper presents the system's preliminary design and usability evaluation results from a 1.5-year pilot study. Our findings indicate that while the hospital web app demonstrates high completion rates and user satisfaction, the family mobile app requires additional improvements for optimal accessibility;statistical and qualitative data analysis illuminate pathways for system improvement. Based on this evidence, we formalize suggestions for health system development in LMICs, which HCI researchers may leverage in future work. © 2024 Owner/Author.

关键词： Pediatrics

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Supporting workers in Developing Effective Collaboration Skills for Complex work 26

Supporting Workers in Developing Effective Collaboration Ski...

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26th acm conference on computer-supported cooperative work and social computing, CSCW 2023

作者： Huang, Evey Jiaxin Garg, Kapil Gómez-Zará, Diego Hui, Julie Kulkarni, Chinmay Massimi, Michael Churchill, Elizabeth F Gerber, Elizabeth Northwestern University EvanstonIL United States University of Notre Dame Notre DameIN United States University of Michigan Ann ArborMI United States Emory University AtlantaGA United States Slack San FranciscoCA United States Google Mountain ViewCA United States

ISBN: (纸本)9798400701290

This workshop aims to support participants in reflecting, ideating, and prototyping new socio-technical approaches to help workers develop effective collaboration skills for complex work. While CSCW researchers have created tools to provide workers access to collaboration opportunities, workers require more support in learning how to collaborate effectively to benefit from these opportunities. We invite academic and industry researchers who study these topics and develop socio-technical systems for workplaces to participate in this workshop. Participants will share insights from their work and work with each other to envision an agenda for future research and design of workplaces that support learning how to collaborate. Discussion and ideas generated from this workshop will be synthesized and archived online for the larger research community and the general public. We hope these discussions will foster new collaborations and further develop a community of researchers who have supporting learning as an agenda for the future of work. © 2023 Owner/Author.

关键词： computer programming

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Data-Enabled Sustainability: The Collective work of Turning Data into Actions for Environmental Care 26

Data-Enabled Sustainability: The Collective Work of Turning ...

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26th acm conference on computer-supported cooperative work and social computing, CSCW 2023

作者： Rossitto, Chiara Lindrup, Martin Valdemar Anker Comber, Rob Tholander, Jakob Jacobsson, Mattias Cabral, Alex Hagensby Jensen, Rikke Department of Computer and Systems Sciences Stockholm University Stockholm Sweden Department of Computer Science Aalborg University Aalborg Denmark Department of Media Technology and Interaction Design Kth Royal Institute of Technology Stockholm Sweden Department of Media Technology Södertörn University Stockholm Sweden Department of Computer Science Harvard University Boston United States

ISBN: (纸本)9798400701290

This one-day workshop invites discussions on the role of data and data-enabled practices in addressing challenges of environmental sustainability. Fostering acts of care for the environment is a complex endeavor entailing multi-lifespan relations to people and institutions, to the environment and other non-human actors, and to existing infrastructures and processes. The workshop addresses such challenges by exploring the role of data, and the work of making them actionable for the many actors involved in protecting the environment. It will bring together interdisciplinary scholars, representatives of public institutions, activists, environmental collectives, and IT practitioners interested in the design of more sustainable futures. The workshop will discuss analytical and design issues of data-enabled sustainability, along with the practical opportunities of using data to infrastructure acts of care for the environment. The workshop will accommodate up to twenty participants and will be mainly run on-site. © 2023 Owner/Author.

关键词： Sustainable development

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RACI: A Resource-Aware cooperative Inference Framework on Heterogeneous Edge Devices 24

RACI: A Resource-Aware Cooperative Inference Framework on He...

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43rd International conference on computer-Aided Design, ICCAD 2024

作者： Wang, Zhenyu Ren, Ao Liu, Duo Fang, Haining Shi, Jiaxing Tan, Yujuan Chen, Xianzhang Chongqing University China

ISBN: (纸本)9798400710773

cooperative inference for deep neural networks (DNNs) across edge devices has received increasing attention, due to the benefits of low latency, low power consumption, and privacy preservation. cooperative inference partitions a DNN model into multiple segments, which will then be allocated to distributed devices for parallel inference. Nonetheless, prior works fail to comprehensively study the impact of layer configurations, dynamic network bandwidths, and heterogeneous device capabilities on the inference speed, resulting in suboptimal inference performance. In this work, we conduct a comprehensive analysis of these key factors and figure out the limitations of conventional transfer-based and redundant computation-based methods. Based on the analysis, we first propose a latency prediction agent that accounts for the layer configurations, network bandwidths, and device computing capabilities, aiming to quickly evaluate the inference latency. Furthermore, we propose RACI, a resource-aware cooperative DNNs inference framework on heterogeneous edge devices. It co-trains a model agent for model partition and a workload agent for workload allocation to generate co-optimized model partition and workload allocation strategies, leading to high cooperation inference acceleration. Experimental results demonstrate that RACI outperforms the state-of-the-art approaches by 1.1 × -5.2× in terms of inference speedup for three representative DNN models. © 2024 Copyright is held by the owner/author(s).

关键词： Deep neural networks

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Evaluation of Media-Based social Interactions in Virtual Environments 23

Evaluation of Media-Based Social Interactions in Virtual Env...

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acm International conference on Interactive Media Experiences (IMX)

作者： Izzouzi, Lisa Steed, Anthony Yasin, Ifat UCL London England

ISBN: (纸本)9798400700286

The evaluation of users' experiences in virtual environments is an important task for researchers in the fields of human-computer interaction and extended reality. It can be used to understand and enhance the quality of users' mediated interactions and communications. In a constantly evolving world, where people are growing with technology, it is important to understand, evaluate and enhance the use of immersive media. In the research agenda of this Ph.D. thesis, the challenge of developing multi-user experiences in virtual environments and setting evaluation metrics for researchers are considered. This Ph.D. thesis showcases an interest in how to enhance trust formation in media-based social environments. The findings of this Ph.D. are expected to help create new open-source tools to facilitate the understanding of individuals and groups in extended reality applications.

关键词： computer supported cooperative work social Virtual Reality Avatars

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