ACM Transactions on Computer-Human Interaction最新文献_第10页

No More “Solutionism” or “Saviourism” in Futuring African HCI: A Manyfesto 未来非洲人力资源管理不再是“解决方案主义”或“救世主主义”

IF 3.7 2区计算机科学

ACM Transactions on Computer-Human Interaction Pub Date : 2022-11-22 DOI: 10.1145/3571811

M. Adamu

引用次数: 7

Color2Vec: Web-Based Modeling of Word-Color Association with Sociocultural Contexts Color2Vec:基于网络的社会文化语境下的词-颜色关联模型

IF 3.7 2区计算机科学

ACM Transactions on Computer-Human Interaction Pub Date : 2022-11-21 DOI: 10.1145/3571816

Long Xu, S. Park, Sangwon Lee

引用次数: 0

Modeling Adaptive Expression of Robot Learning Engagement and Exploring its Effects on Human Teachers 机器人学习参与的自适应表达建模及其对人类教师的影响

IF 3.7 2区计算机科学

ACM Transactions on Computer-Human Interaction Pub Date : 2022-11-19 DOI: 10.1145/3571813

Shuai Ma, Mingfei Sun, Xiaojuan Ma

引用次数: 3

Achieving Digital Wellbeing Through Digital Self-control Tools: A Systematic Review and Meta-analysis 通过数字自我控制工具实现数字健康:系统回顾和元分析

IF 3.7 2区计算机科学

ACM Transactions on Computer-Human Interaction Pub Date : 2022-11-18 DOI: 10.1145/3571810

A. M. Roffarello, Luigi De Russis

{"title":"Achieving Digital Wellbeing Through Digital Self-control Tools: A Systematic Review and Meta-analysis","authors":"A. M. Roffarello, Luigi De Russis","doi":"10.1145/3571810","DOIUrl":"https://doi.org/10.1145/3571810","url":null,"abstract":"Public media and researchers in different areas have recently focused on perhaps unexpected problems that derive from an excessive and frequent use of technology, giving rise to a new kind of psychological “digital” wellbeing. Such a novel and pressing topic has fostered, both in the academia and in the industry, the emergence of a variety of digital self-control tools allowing users to self-regulate their technology use through interventions like timers and lock-out mechanisms. While these emerging technologies for behavior change hold great promise to support people’s digital wellbeing, we still have a limited understanding of their real effectiveness, as well as of how to best design and evaluate them. Aiming to guide future research in this important domain, this article presents a systematic review and a meta-analysis of current work on tools for digital self-control. We surface motivations, strategies, design choices, and challenges that characterize the design, development, and evaluation of digital self-control tools. Furthermore, we estimate their overall effect size on reducing (unwanted) technology use through a meta-analysis. By discussing our findings, we provide insights on how to (i) overcome a limited perspective that exclusively focuses on technology overuse and self-monitoring tools, (ii) evaluate digital self-control tools through long-term studies and standardized measures, and (iii) bring ethics in the digital wellbeing discourse and deal with the business model of contemporary tech companies.","PeriodicalId":50917,"journal":{"name":"ACM Transactions on Computer-Human Interaction","volume":"30 1","pages":"1 - 66"},"PeriodicalIF":3.7,"publicationDate":"2022-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48589109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 8

Measurements, Algorithms, and Presentations of Reality: Framing Interactions with AI-Enabled Decision Support 现实的测量、算法和呈现：与人工智能决策支持的框架交互

IF 3.7 2区计算机科学

ACM Transactions on Computer-Human Interaction Pub Date : 2022-11-18 DOI: 10.1145/3571815

Niels van Berkel, Maura Bellio, M. Skov, A. Blandford

{"title":"Measurements, Algorithms, and Presentations of Reality: Framing Interactions with AI-Enabled Decision Support","authors":"Niels van Berkel, Maura Bellio, M. Skov, A. Blandford","doi":"10.1145/3571815","DOIUrl":"https://doi.org/10.1145/3571815","url":null,"abstract":"Bringing AI technology into clinical practice has proved challenging for system designers and medical professionals alike. The academic literature has, for example, highlighted the dangers of black-box decision-making and biased datasets. Furthermore, end-users’ ability to validate a system’s performance often disappears following the introduction of AI decision-making. We present the MAP model to understand and describe the three stages through which medical observations are interpreted and handled by AI systems. These stages are Measurement, in which information is gathered and converted into data points that can be stored and processed; Algorithm, in which computational processes transform the collected data; and Presentation, where information is returned to the user for interpretation. For each stage, we highlight possible challenges that need to be overcome to develop Human-Centred AI systems. We illuminate our MAP model through complementary case studies on colonoscopy practice and dementia diagnosis, providing examples of the challenges encountered in real-world settings. By defining Human-AI interaction across these three stages, we untangle some of the inherent complexities in designing AI technology for clinical decision-making, and aim to overcome misalignment between medical end-users and AI researchers and developers.","PeriodicalId":50917,"journal":{"name":"ACM Transactions on Computer-Human Interaction","volume":" ","pages":"1 - 33"},"PeriodicalIF":3.7,"publicationDate":"2022-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47846018","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

“I Just Wanted to Triple Check… They were all Vaccinated”: Supporting Risk Negotiation in the Context of COVID-19 “我只想三重检查……他们都接种了疫苗”：支持新冠肺炎背景下的风险谈判

IF 3.7 2区计算机科学

ACM Transactions on Computer-Human Interaction Pub Date : 2022-11-11 DOI: 10.1145/3569938

Margaret E. Morris, Jennifer Brown, Paula S. nurius, Savanna Yee, Jennifer Mankoff, Sunny Consolvo

{"title":"“I Just Wanted to Triple Check… They were all Vaccinated”: Supporting Risk Negotiation in the Context of COVID-19","authors":"Margaret E. Morris, Jennifer Brown, Paula S. nurius, Savanna Yee, Jennifer Mankoff, Sunny Consolvo","doi":"10.1145/3569938","DOIUrl":"https://doi.org/10.1145/3569938","url":null,"abstract":"During the COVID-19 pandemic, risk negotiation became an important precursor to in-person contact. For young adults, social planning generally occurs through computer-mediated communication. Given the importance of social connectedness for mental health and academic engagement, we sought to understand how young adults plan in-person meetups over computer-mediated communication in the context of the pandemic. We present a qualitative study that explores young adults’ risk negotiation during the COVID-19 pandemic, a period of conflicting public health guidance. Inspired by cultural probe studies, we invited participants to express their preferred precautions for one week as they planned in-person meetups. We interviewed and surveyed participants about their experiences. Through qualitative analysis, we identify strategies for risk negotiation, social complexities that impede risk negotiation, and emotional consequences of risk negotiation. Our findings have implications for AI-mediated support for risk negotiation and assertive communication more generally. We explore tensions between risks and potential benefits of such systems.","PeriodicalId":50917,"journal":{"name":"ACM Transactions on Computer-Human Interaction","volume":" ","pages":"1 - 31"},"PeriodicalIF":3.7,"publicationDate":"2022-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43396078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Addressing Interpersonal Harm in Online Gaming Communities: The Opportunities and Challenges for a Restorative Justice Approach 解决网络游戏社区中的人际伤害：恢复性司法方法的机遇和挑战

IF 3.7 2区计算机科学

ACM Transactions on Computer-Human Interaction Pub Date : 2022-11-02 DOI: 10.1145/3603625

Sijia Xiao, Shagun Jhaver, Niloufar Salehi

{"title":"Addressing Interpersonal Harm in Online Gaming Communities: The Opportunities and Challenges for a Restorative Justice Approach","authors":"Sijia Xiao, Shagun Jhaver, Niloufar Salehi","doi":"10.1145/3603625","DOIUrl":"https://doi.org/10.1145/3603625","url":null,"abstract":"Most social media platforms implement content moderation to address interpersonal harms such as harassment. Content moderation relies on offender-centered, punitive approaches, e.g., bans and content removal. We consider an alternative justice framework, restorative justice, which aids victims in healing, supports offenders in repairing the harm, and engages community members in addressing the harm collectively. To assess the utility of restorative justice in addressing online harm, we interviewed 23 users from Overwatch gaming communities, including moderators, victims, and offenders; such communities are particularly susceptible to harm, with nearly three quarters of all online game players suffering from some form of online abuse. We study how the communities currently handle harm cases through the lens of restorative justice and examine their attitudes toward implementing restorative justice processes. Our analysis reveals that cultural, technical, and resource-related obstacles hinder implementation of restorative justice within the existing punitive framework despite online community needs and existing structures to support it. We discuss how current content moderation systems can embed restorative justice goals and practices and overcome these challenges.","PeriodicalId":50917,"journal":{"name":"ACM Transactions on Computer-Human Interaction","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46864965","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Design Implications for One-Way Text Messaging Services that Support Psychological Wellbeing 支持心理健康的单向短信服务的设计含义

IF 3.7 2区计算机科学

ACM Transactions on Computer-Human Interaction Pub Date : 2022-11-01 DOI: 10.1145/3569888

Ananya Bhattacharjee, Jiyau Pang, Angelina Liu, A. Mariakakis, J. J. Williams

引用次数: 4

Emerging Technologies in K–12 Education: A Future HCI Research Agenda K-12教育中的新兴技术:未来HCI研究议程

IF 3.7 2区计算机科学

ACM Transactions on Computer-Human Interaction Pub Date : 2022-10-31 DOI: 10.1145/3569897

M. Van Mechelen, R. C. Smith, Marie-Monique Schaper, M. Tamashiro, K. Bilstrup, M. Lunding, Marianne Graves Petersen, Ole Sejer Iversen

{"title":"Emerging Technologies in K–12 Education: A Future HCI Research Agenda","authors":"M. Van Mechelen, R. C. Smith, Marie-Monique Schaper, M. Tamashiro, K. Bilstrup, M. Lunding, Marianne Graves Petersen, Ole Sejer Iversen","doi":"10.1145/3569897","DOIUrl":"https://doi.org/10.1145/3569897","url":null,"abstract":"This systematic mapping review sheds light on how emerging technologies have been introduced and taught in various K–12 learning settings, particularly with regard to artificial intelligence (AI), machine learning (ML), the internet of things (IoT), augmented reality (AR), and virtual reality (VR). These technologies are rapidly being integrated into children's everyday lives, but their functions and implications are rarely understood due to their complex and distributed nature. The review provides a rigorous overview of the state of the art based on 107 records published across the fields of human-computer interaction, learning sciences, computing education, and child–computer interaction between 2010 and 2020. The findings show the urgent need on a global scale for inter- and transdisciplinary research that can integrate these dispersed contributions into a more coherent field of research and practice. The article presents nine discussion points for developing a shared agenda to mature the field. Based on the HCI community's expertise in human-centred approaches to technology and aspects of learning, we argue that the community is ideally positioned to take a leading role in the realisation of this future research agenda.","PeriodicalId":50917,"journal":{"name":"ACM Transactions on Computer-Human Interaction","volume":"30 1","pages":"1 - 40"},"PeriodicalIF":3.7,"publicationDate":"2022-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45177263","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 11

SparseIMU: Computational Design of Sparse IMU Layouts for Sensing Fine-grained Finger Microgestures 稀疏IMU：用于感知细粒度手指微手势的稀疏IMU布局的计算设计

IF 3.7 2区计算机科学

ACM Transactions on Computer-Human Interaction Pub Date : 2022-10-29 DOI: 10.1145/3569894

Adwait Sharma, C. Salchow-Hömmen, Vimal Mollyn, A. Nittala, Michael A. Hedderich, Marion Koelle, T. Seel, Jürgen Steimle

{"title":"SparseIMU: Computational Design of Sparse IMU Layouts for Sensing Fine-grained Finger Microgestures","authors":"Adwait Sharma, C. Salchow-Hömmen, Vimal Mollyn, A. Nittala, Michael A. Hedderich, Marion Koelle, T. Seel, Jürgen Steimle","doi":"10.1145/3569894","DOIUrl":"https://doi.org/10.1145/3569894","url":null,"abstract":"Gestural interaction with freehands and while grasping an everyday object enables always-available input. To sense such gestures, minimal instrumentation of the user’s hand is desirable. However, the choice of an effective but minimal IMU layout remains challenging, due to the complexity of the multi-factorial space that comprises diverse finger gestures, objects, and grasps. We present SparseIMU, a rapid method for selecting minimal inertial sensor-based layouts for effective gesture recognition. Furthermore, we contribute a computational tool to guide designers with optimal sensor placement. Our approach builds on an extensive microgestures dataset that we collected with a dense network of 17 inertial measurement units (IMUs). We performed a series of analyses, including an evaluation of the entire combinatorial space for freehand and grasping microgestures (393 K layouts), and quantified the performance across different layout choices, revealing new gesture detection opportunities with IMUs. Finally, we demonstrate the versatility of our method with four scenarios.","PeriodicalId":50917,"journal":{"name":"ACM Transactions on Computer-Human Interaction","volume":" ","pages":"1 - 40"},"PeriodicalIF":3.7,"publicationDate":"2022-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48584588","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3