ACM Transactions on Computer-Human Interaction (TOCHI)最新文献

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Filtering and Informing the Design Space 过滤和通知设计空间
ACM Transactions on Computer-Human Interaction (TOCHI) Pub Date : 2021-01-20 DOI: 10.1145/3434462
Kim Halskov, Caroline Lundqvist
{"title":"Filtering and Informing the Design Space","authors":"Kim Halskov, Caroline Lundqvist","doi":"10.1145/3434462","DOIUrl":"https://doi.org/10.1145/3434462","url":null,"abstract":"Building on the concept “prototypes that filter the design space,” we establish how other kinds of design artifacts and activities (e.g., sketching, tests, concept posters, metaphors, design tools) are equally critical in filtering the design space. We also suggest a parallel term, “informing the design space,” to define how design artifacts and activities expand the design space. We focus on a 16-month, full-scale media architecture design project and zero in on seven of its component events, and use design-space schemas to shed light on the dynamics of the design space with respect to informing and filtering the design space. Our concluding contribution is to propose design-space thinking as a sub-discipline of design research. We argue that this research perspective serves to address the creative aspects of the design process, the generative potential of design-space thinking, and the tools that support design-space thinking and research.","PeriodicalId":322583,"journal":{"name":"ACM Transactions on Computer-Human Interaction (TOCHI)","volume":"226 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121627502","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
Fast and Secure Authentication in Virtual Reality Using Coordinated 3D Manipulation and Pointing 基于协调的三维操作和指向的虚拟现实快速安全认证
ACM Transactions on Computer-Human Interaction (TOCHI) Pub Date : 2021-01-20 DOI: 10.1145/3428121
Florian Mathis, John Williamson, Kami Vaniea, M. Khamis
{"title":"Fast and Secure Authentication in Virtual Reality Using Coordinated 3D Manipulation and Pointing","authors":"Florian Mathis, John Williamson, Kami Vaniea, M. Khamis","doi":"10.1145/3428121","DOIUrl":"https://doi.org/10.1145/3428121","url":null,"abstract":"There is a growing need for usable and secure authentication in immersive virtual reality (VR). Established concepts (e.g., 2D authentication schemes) are vulnerable to observation attacks, and most alternatives are relatively slow. We present RubikAuth, an authentication scheme for VR where users authenticate quickly and secure by selecting digits from a virtual 3D cube that leverages coordinated 3D manipulation and pointing. We report on results from three studies comparing how pointing using eye gaze, head pose, and controller tapping impact RubikAuth’s usability, memorability, and observation resistance under three realistic threat models. We found that entering a four-symbol RubikAuth password is fast: 1.69–3.5 s using controller tapping, 2.35–4.68 s using head pose and 2.39 –4.92 s using eye gaze, and highly resilient to observations: 96–99.55% of observation attacks were unsuccessful. RubikAuth also has a large theoretical password space: 45n for an n-symbols password. Our work underlines the importance of considering novel but realistic threat models beyond standard one-time attacks to fully assess the observation-resistance of authentication schemes. We conclude with an in-depth discussion of authentication systems for VR and outline five learned lessons for designing and evaluating authentication schemes.","PeriodicalId":322583,"journal":{"name":"ACM Transactions on Computer-Human Interaction (TOCHI)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123583825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 46
Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing 利用被动感知捕获的纵向症状检测抑郁症并预测其发病
ACM Transactions on Computer-Human Interaction (TOCHI) Pub Date : 2021-01-20 DOI: 10.1145/3422821
Prerna Chikersal, Afsaneh Doryab, Michael J. Tumminia, Daniella K. Villalba, Janine M. Dutcher, Xinwen Liu, Sheldon Cohen, Kasey G. Creswell, Jennifer Mankoff, J. Creswell, Mayank Goel, A. Dey
{"title":"Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing","authors":"Prerna Chikersal, Afsaneh Doryab, Michael J. Tumminia, Daniella K. Villalba, Janine M. Dutcher, Xinwen Liu, Sheldon Cohen, Kasey G. Creswell, Jennifer Mankoff, J. Creswell, Mayank Goel, A. Dey","doi":"10.1145/3422821","DOIUrl":"https://doi.org/10.1145/3422821","url":null,"abstract":"We present a machine learning approach that uses data from smartphones and fitness trackers of 138 college students to identify students that experienced depressive symptoms at the end of the semester and students whose depressive symptoms worsened over the semester. Our novel approach is a feature extraction technique that allows us to select meaningful features indicative of depressive symptoms from longitudinal data. It allows us to detect the presence of post-semester depressive symptoms with an accuracy of 85.7% and change in symptom severity with an accuracy of 85.4%. It also predicts these outcomes with an accuracy of >80%, 11–15 weeks before the end of the semester, allowing ample time for pre-emptive interventions. Our work has significant implications for the detection of health outcomes using longitudinal behavioral data and limited ground truth. By detecting change and predicting symptoms several weeks before their onset, our work also has implications for preventing depression.","PeriodicalId":322583,"journal":{"name":"ACM Transactions on Computer-Human Interaction (TOCHI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124839523","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 41
The Nudge Puzzle 助推之谜
ACM Transactions on Computer-Human Interaction (TOCHI) Pub Date : 2021-01-20 DOI: 10.1145/3429888
Verena Zimmermann, K. Renaud
{"title":"The Nudge Puzzle","authors":"Verena Zimmermann, K. Renaud","doi":"10.1145/3429888","DOIUrl":"https://doi.org/10.1145/3429888","url":null,"abstract":"Nudging is a promising approach, in terms of influencing people to make advisable choices in a range of domains, including cybersecurity. However, the processes underlying the concept and the nudge’s effectiveness in different contexts, and in the long term, are still poorly understood. Our research thus first reviewed the nudge concept and differentiated it from other interventions before applying it to the cybersecurity area. We then carried out an empirical study to assess the effectiveness of three different nudge-related interventions on four types of cybersecurity-specific decisions. Our study demonstrated that the combination of a simple nudge and information provision, termed a “hybrid nudge,” was at least as, and in some decision contexts even more effective in encouraging secure choices as the simple nudge on its own. This indicates that the inclusion of information when deploying a nudge, thereby increasing the intervention’s transparency, does not necessarily diminish its effectiveness. A follow-up study explored the educational and long-term impact of our tested nudge interventions to encourage secure choices. The results indicate that the impact of the initial nudges, of all kinds, did not endure. We conclude by discussing our findings and their implications for research and practice.","PeriodicalId":322583,"journal":{"name":"ACM Transactions on Computer-Human Interaction (TOCHI)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131182164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 21
Longer Delays in Rehearsal-based Interfaces Increase Expert Use 在基于预演的界面中,较长的延迟增加了专家的使用
ACM Transactions on Computer-Human Interaction (TOCHI) Pub Date : 2020-11-24 DOI: 10.1145/3418196
Blaine Lewis, Daniel Vogel
{"title":"Longer Delays in Rehearsal-based Interfaces Increase Expert Use","authors":"Blaine Lewis, Daniel Vogel","doi":"10.1145/3418196","DOIUrl":"https://doi.org/10.1145/3418196","url":null,"abstract":"Rehearsal-based interfaces are designed to encourage a transition from novice to expert, but many users fail to make this transition. Most of these interfaces activate novice mode after a short delay, between 150 and 500 ms. We investigate the impact of delay time on expert usage and learning in three crowdsourced experiments. The first experiment examines an 8-item marking menu with delay times from 200 ms to 2 s. Results show longer delays increase successful expert selections. The second and third experiments generalise this result to a different rehearsal-based menu, a desktop clone of FastTap with 8 items and 15 items. Together, our results show that expert use correlates positively with increased delay time, but can increase errors since users are less risk averse. We also find imperceptible delays of 200 ms can harm long-term retention of menu items. Designers should consider longer delays in rehearsal-based interfaces to encourage a transition to expert usage.","PeriodicalId":322583,"journal":{"name":"ACM Transactions on Computer-Human Interaction (TOCHI)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125918581","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Multimodal Coordination Measures to Understand Users and Tasks 理解用户和任务的多模式协调措施
ACM Transactions on Computer-Human Interaction (TOCHI) Pub Date : 2020-11-08 DOI: 10.1145/3412365
Siyuan Chen, J. Epps
{"title":"Multimodal Coordination Measures to Understand Users and Tasks","authors":"Siyuan Chen, J. Epps","doi":"10.1145/3412365","DOIUrl":"https://doi.org/10.1145/3412365","url":null,"abstract":"Physiological and behavioral measures allow computing devices to augment user interaction experience by understanding their mental load. Current techniques often utilize complementary information between different modalities to index load level typically within a specific task. In this study, we propose a new approach utilizing the timing between physiology/behavior change events to index low and high load level of four task types. Findings from a user study where eye, speech, and head movement data were collected from 24 participants demonstrate that the proposed measures are significantly different between low and high load levels with high effect size. It was also found that voluntary actions are more likely to be coordinated during tasks. Implications for the design of multimodal-multisensor interfaces include (i) utilizing event change and interaction in multiple modalities is feasible to distinguish task load levels and load types and (ii) voluntary actions should be allowed for effective task completion.","PeriodicalId":322583,"journal":{"name":"ACM Transactions on Computer-Human Interaction (TOCHI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122091283","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
BodyWire-HCI BodyWire-HCI
ACM Transactions on Computer-Human Interaction (TOCHI) Pub Date : 2020-11-08 DOI: 10.1145/3406238
Shovan Maity, David Yang, S. Redford, D. Das, Baibhab Chatterjee, Shreyas Sen
{"title":"BodyWire-HCI","authors":"Shovan Maity, David Yang, S. Redford, D. Das, Baibhab Chatterjee, Shreyas Sen","doi":"10.1145/3406238","DOIUrl":"https://doi.org/10.1145/3406238","url":null,"abstract":"Communication during touch provides a seamless and natural way of interaction between humans and ambient intelligence. Current techniques that couple wireless transmission with touch detection suffer from the problem of selectivity and security, i.e., they cannot ensure communication only through direct touch and not through close proximity. We present BodyWire-HCI, which utilizes the human body as a wire-like communication channel, to enable human–computer interaction, that for the first time, demonstrates selective and physically secure communication strictly during touch. The signal leakage out of the body is minimized by utilizing a novel, low frequency Electro-QuasiStatic Human Body Communication (EQS-HBC) technique that enables interaction strictly when there is a conductive communication path between the transmitter and receiver through the human body. Design techniques such as capacitive termination and voltage mode operation are used to minimize the human body channel loss to operate at low frequencies and enable EQS-HBC. The demonstrations highlight the impact of BodyWire-HCI in enabling new human–machine interaction modalities for variety of application scenarios such as secure authentication (e.g., opening a door and pairing a smart device) and information exchange (e.g., payment, image, medical data, and personal profile transfer) through touch (https://www.youtube.com/watch?v=Uwrig2XQIH8).","PeriodicalId":322583,"journal":{"name":"ACM Transactions on Computer-Human Interaction (TOCHI)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128703695","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Quarantined! Examining the Effects of a Community-Wide Moderation Intervention on Reddit 隔离!检查Reddit社区范围内适度干预的效果
ACM Transactions on Computer-Human Interaction (TOCHI) Pub Date : 2020-09-24 DOI: 10.1145/3490499
Eshwar Chandrasekharan, Shagun Jhaver, A. Bruckman, Eric Gilbert
{"title":"Quarantined! Examining the Effects of a Community-Wide Moderation Intervention on Reddit","authors":"Eshwar Chandrasekharan, Shagun Jhaver, A. Bruckman, Eric Gilbert","doi":"10.1145/3490499","DOIUrl":"https://doi.org/10.1145/3490499","url":null,"abstract":"Should social media platforms override a community’s self-policing when it repeatedly break rules? What actions can they consider? In light of this debate, platforms have begun experimenting with softer alternatives to outright bans. We examine one such intervention called quarantining, that impedes direct access to and promotion of controversial communities. Specifically, we present two case studies of what happened when Reddit quarantined the influential communities r/TheRedPill (TRP) and r/The_Donald (TD). Using over 85M Reddit posts, we apply causal inference methods to examine the quarantine’s effects on TRP and TD. We find that the quarantine made it more difficult to recruit new members: new user influx to TRP and TD decreased by 79.5% and 58%, respectively. Despite quarantining, existing users’ misogyny and racism levels remained unaffected. We conclude by reflecting on the effectiveness of this design friction in limiting the influence of toxic communities and discuss broader implications for content moderation.","PeriodicalId":322583,"journal":{"name":"ACM Transactions on Computer-Human Interaction (TOCHI)","volume":"131 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127378564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 64
Use of Intelligent Voice Assistants by Older Adults with Low Technology Use 低科技使用率老年人对智能语音助手的使用
ACM Transactions on Computer-Human Interaction (TOCHI) Pub Date : 2020-09-16 DOI: 10.1145/3373759
Alisha Pradhan, Amanda Lazar, Leah Findlater
{"title":"Use of Intelligent Voice Assistants by Older Adults with Low Technology Use","authors":"Alisha Pradhan, Amanda Lazar, Leah Findlater","doi":"10.1145/3373759","DOIUrl":"https://doi.org/10.1145/3373759","url":null,"abstract":"Voice assistants embodied in smart speakers (e.g., Amazon Echo, Google Home) enable voice-based interaction that does not necessarily rely on expertise with mobile or desktop computing. Hence, these voice assistants offer new opportunities to different populations, including individuals who are not interested or able to use traditional computing devices such as computers and smartphones. To understand how older adults who use technology infrequently perceive and use these voice assistants, we conducted a 3-week field deployment of the Amazon Echo Dot in the homes of seven older adults. While some types of usage dropped over the 3-week period (e.g., playing music), we observed consistent usage for finding online information. Given that much of this information was health-related, this finding emphasizes the need to revisit concerns about credibility of information with this new interaction medium. Although features to support memory (e.g., setting timers, reminders) were initially perceived as useful, the actual usage was unexpectedly low due to reliability concerns. We discuss how these findings apply to other user groups along with design implications and recommendations for future work on voice-user interfaces.","PeriodicalId":322583,"journal":{"name":"ACM Transactions on Computer-Human Interaction (TOCHI)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126466311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 117
Translations and Boundaries in the Gap Between HCI Theory and Design Practice 人机交互理论与设计实践差距的翻译与边界
ACM Transactions on Computer-Human Interaction (TOCHI) Pub Date : 2020-09-12 DOI: 10.1145/3386247
R. Velt, S. Benford, S. Reeves
{"title":"Translations and Boundaries in the Gap Between HCI Theory and Design Practice","authors":"R. Velt, S. Benford, S. Reeves","doi":"10.1145/3386247","DOIUrl":"https://doi.org/10.1145/3386247","url":null,"abstract":"The gap between research and design practice has long been a concern for the HCI community. In this article, we explore how different translations of HCI knowledge might bridge this gap. A literature review characterizes the gap as having two key dimensions—one between general theory and particular artefacts and a second between academic HCI research and professional UX design practice. We report on a 5-year engagement between HCI researchers and a major media company to explore how a particular piece of HCI research, the trajectories conceptual framework, might be translated for and with UX practitioners. We present various translations of this framework and fit them into the gap we previously identified. This leads us to refine the idea of translations, suggesting that they may be led by researchers, by practitioners or co-produced by both as boundary objects. We consider the benefits of each approach.","PeriodicalId":322583,"journal":{"name":"ACM Transactions on Computer-Human Interaction (TOCHI)","volume":"2012 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114625385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
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