Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems最新文献

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Acceptability of Speech and Silent Speech Input Methods in Private and Public 私人和公共场合言语输入法和无声言语输入法的可接受性
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems Pub Date : 2021-05-06 DOI: 10.1145/3411764.3445430
Laxmi Pandey, Khalad Hasan, A. Arif
{"title":"Acceptability of Speech and Silent Speech Input Methods in Private and Public","authors":"Laxmi Pandey, Khalad Hasan, A. Arif","doi":"10.1145/3411764.3445430","DOIUrl":"https://doi.org/10.1145/3411764.3445430","url":null,"abstract":"Silent speech input converts non-acoustic features like tongue and lip movements into text. It has been demonstrated as a promising input method on mobile devices and has been explored for a variety of audiences and contexts where the acoustic signal is unavailable (e.g., people with speech disorders) or unreliable (e.g., noisy environment). Though the method shows promise, very little is known about peoples’ perceptions regarding using it. In this work, first, we conduct two user studies to explore users’ attitudes towards the method with a particular focus on social acceptance and error tolerance. Results show that people perceive silent speech as more socially acceptable than speech input and are willing to tolerate more errors with it to uphold privacy and security. We then conduct a third study to identify a suitable method for providing real-time feedback on silent speech input. Results show users find an abstract feedback method effective and significantly more private and secure than a commonly used video feedback method.","PeriodicalId":20451,"journal":{"name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77755212","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: 22
Eliciting Tech Futures Among Black Young Adults: A Case Study of Remote Speculative Co-Design 激发黑人年轻人的科技未来:远程投机共同设计的案例研究
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems Pub Date : 2021-05-06 DOI: 10.1145/3411764.3445723
Christina N. Harrington, Tawanna R. Dillahunt
{"title":"Eliciting Tech Futures Among Black Young Adults: A Case Study of Remote Speculative Co-Design","authors":"Christina N. Harrington, Tawanna R. Dillahunt","doi":"10.1145/3411764.3445723","DOIUrl":"https://doi.org/10.1145/3411764.3445723","url":null,"abstract":"The question of who gets to contribute to design futures and technology innovation has become a topic of conversation across HCI, CSCW, and other computing communities. This conversation has grave implications for communities that often find themselves an afterthought in technology design, and who coincidentally could benefit most from technological interventions in response to societal oppression. To explore this topic, we examined “futuring” through co-designed speculative design fictions as methods to envision utopian and dystopian futures. In a case study, we examined technology’s role in the imagined futures of youth participants of a Chicago summer design program. We highlight emerging themes and contribute an analysis of remote co-design through an Afrofuturism lens. Our analysis shows that concepts of utopian futures and technologies to support those futures are still heavily laden with dystopian realities of racism and poverty. We discuss ways that speculative design fictions and futuring can serve to address inclusivity in concept generation for new technologies, and we provide recommendations for conducting design techniques remotely with historically excluded populations.","PeriodicalId":20451,"journal":{"name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77778231","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: 72
AdapTutAR: An Adaptive Tutoring System for Machine Tasks in Augmented Reality AdapTutAR:增强现实中机器任务的自适应辅导系统
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems Pub Date : 2021-05-06 DOI: 10.1145/3411764.3445283
Gaoping Huang, Xun Qian, Tianyi Wang, Fagun Patel, M. Sreeram, Yuanzhi Cao, K. Ramani, Alexander J. Quinn
{"title":"AdapTutAR: An Adaptive Tutoring System for Machine Tasks in Augmented Reality","authors":"Gaoping Huang, Xun Qian, Tianyi Wang, Fagun Patel, M. Sreeram, Yuanzhi Cao, K. Ramani, Alexander J. Quinn","doi":"10.1145/3411764.3445283","DOIUrl":"https://doi.org/10.1145/3411764.3445283","url":null,"abstract":"Modern manufacturing processes are in a state of flux, as they adapt to increasing demand for flexible and self-configuring production. This poses challenges for training workers to rapidly master new machine operations and processes, i.e. machine tasks. Conventional in-person training is effective but requires time and effort of experts for each worker trained and not scalable. Recorded tutorials, such as video-based or augmented reality (AR), permit more efficient scaling. However, unlike in-person tutoring, existing recorded tutorials lack the ability to adapt to workers’ diverse experiences and learning behaviors. We present AdapTutAR, an adaptive task tutoring system that enables experts to record machine task tutorials via embodied demonstration and train learners with different AR tutoring contents adapting to each user’s characteristics. The adaptation is achieved by continually monitoring learners’ tutorial-following status and adjusting the tutoring content on-the-fly and in-situ. The results of our user study evaluation have demonstrated that our adaptive system is more effective and preferable than the non-adaptive one.","PeriodicalId":20451,"journal":{"name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81322503","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: 26
AI in Global Health: The View from the Front Lines 全球卫生中的人工智能:来自第一线的观点
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems Pub Date : 2021-05-06 DOI: 10.1145/3411764.3445130
Azra Ismail, Neha Kumar
{"title":"AI in Global Health: The View from the Front Lines","authors":"Azra Ismail, Neha Kumar","doi":"10.1145/3411764.3445130","DOIUrl":"https://doi.org/10.1145/3411764.3445130","url":null,"abstract":"There has been growing interest in the application of AI for Social Good, motivated by scarce and unequal resources globally. We focus on the case of AI in frontline health, a Social Good domain that is increasingly a topic of significant attention. We offer a thematic discourse analysis of scientific and grey literature to identify prominent applications of AI in frontline health, motivations driving this work, stakeholders involved, and levels of engagement with the local context. We then uncover design considerations for these systems, drawing from data from three years of ethnographic fieldwork with women frontline health workers and women from marginalized communities in Delhi (India). Finally, we outline an agenda for AI systems that target Social Good, drawing from literature on HCI4D, post-development critique, and transnational feminist theory. Our paper thus offers a critical and ethnographic perspective to inform the design of AI systems that target social impact.","PeriodicalId":20451,"journal":{"name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81330357","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: 23
An Examination of the Work Practices of Crowdfarms 对Crowdfarms工作实践的考察
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems Pub Date : 2021-05-06 DOI: 10.1145/3411764.3445603
Yihong Wang, Konstantinos Papangelis, Michael Saker, Ioanna Lykourentzou, Vassilis-Javed Khan, A. Chamberlain, J. Grudin
{"title":"An Examination of the Work Practices of Crowdfarms","authors":"Yihong Wang, Konstantinos Papangelis, Michael Saker, Ioanna Lykourentzou, Vassilis-Javed Khan, A. Chamberlain, J. Grudin","doi":"10.1145/3411764.3445603","DOIUrl":"https://doi.org/10.1145/3411764.3445603","url":null,"abstract":"Crowdsourcing is a new value creation business model. Annual revenue of the Chinese market alone is hundreds of millions of dollars, yet few studies have focused on the practices of the Chinese crowdsourcing workforce, and those that do mainly focus on solo crowdworkers. We have extended our study of solo crowdworker practices to include crowdfarms, a relatively new entry to the gig economy: small companies that carry out crowdwork as a key part of their business. We report here on interviews of people who work in 53 crowdfarms. We describe how crowdfarms procure jobs, carry out macrotasks and microtasks, manage their reputation, and employ different management practices to motivate crowdworkers and customers.","PeriodicalId":20451,"journal":{"name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82500745","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
Chasing Play on TikTok from Populations with Disabilities to Inspire Playful and Inclusive Technology Design 从残障人士那里寻找TikTok上的游戏,激发有趣和包容的技术设计
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems Pub Date : 2021-05-06 DOI: 10.1145/3411764.3445303
Jared Duval, Ferran Altarriba Bertran, Siying Chen, Melissa Chu, Divya Subramonian, Austin Wang, Geoffrey Xiang, S. Kurniawan, K. Isbister
{"title":"Chasing Play on TikTok from Populations with Disabilities to Inspire Playful and Inclusive Technology Design","authors":"Jared Duval, Ferran Altarriba Bertran, Siying Chen, Melissa Chu, Divya Subramonian, Austin Wang, Geoffrey Xiang, S. Kurniawan, K. Isbister","doi":"10.1145/3411764.3445303","DOIUrl":"https://doi.org/10.1145/3411764.3445303","url":null,"abstract":"There is an open call for technology to be more playful [5, 79] and for tech design to be more inclusive of people with disabilities [80]. In the era of COVID19, it is often unsafe for the public in general and people with disabilities, in particular, to engage in in-person design exercises using traditional methods. This presents a missed opportunity as these populations are already sharing playful content rich with tacit design knowledge that can be used to inspire the design of playful everyday technology. We present our process of scraping play potentials [4] from TikTok from content creators with disabilities to generate design concepts that may inspire future technology design. We share 7 emerging themes from the scraped content, a catalog of design concepts that may inspire designers, and discuss the relevance of the emerging themes and possible implications for the design concepts.","PeriodicalId":20451,"journal":{"name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80973343","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
Constructing Embodied Algebra by Sketching 用素描构造具身代数
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems Pub Date : 2021-05-06 DOI: 10.1145/3411764.3445460
N. Saquib, Rubaiat Habib Kazi, Li-Yi Wei, Gloria Mark, D. Roy
{"title":"Constructing Embodied Algebra by Sketching","authors":"N. Saquib, Rubaiat Habib Kazi, Li-Yi Wei, Gloria Mark, D. Roy","doi":"10.1145/3411764.3445460","DOIUrl":"https://doi.org/10.1145/3411764.3445460","url":null,"abstract":"Mathematical models and expressions traditionally evolved as symbolic representations, with cognitively arbitrary rules of symbol manipulation. The embodied mathematics philosophy posits that abstract math concepts are layers of metaphors grounded in our intuitive arithmetic capabilities, such as categorizing objects and part-whole analysis. We introduce a design framework that facilitates the construction and exploration of embodied representations for algebraic expressions, using interactions inspired by innate arithmetic capabilities. We instantiated our design in a sketch interface that enables construction of visually interpretable compositions that are directly mappable to algebraic expressions and explorable through a ladder of abstraction [47]. The emphasis is on bottom-up construction, with the user sketching pictures while the system generates corresponding algebra. We present diverse examples created by our prototype system. A coverage of the US Common Core curriculum and playtesting studies with children point to the future direction and potential for a sketch-based design paradigm for mathematics.","PeriodicalId":20451,"journal":{"name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82931927","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: 5
Stereo-Smell via Electrical Trigeminal Stimulation 三叉神经电刺激立体嗅觉
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems Pub Date : 2021-05-06 DOI: 10.1145/3411764.3445300
Jas Brooks, Shan-Yuan Teng, Jingxuan Wen, Romain Nith, Jun Nishida, Pedro Lopes
{"title":"Stereo-Smell via Electrical Trigeminal Stimulation","authors":"Jas Brooks, Shan-Yuan Teng, Jingxuan Wen, Romain Nith, Jun Nishida, Pedro Lopes","doi":"10.1145/3411764.3445300","DOIUrl":"https://doi.org/10.1145/3411764.3445300","url":null,"abstract":"We propose a novel type of olfactory device that creates a stereo-smell experience, i.e., directional information about the location of an odor, by rendering the readings of external odor sensors as trigeminal sensations using electrical stimulation of the user's nasal septum. The key is that the sensations from the trigeminal nerve, which arise from nerve-endings in the nose, are perceptually fused with those of the olfactory bulb (the brain region that senses smells). As such, we propose that electrically stimulating the trigeminal nerve is an ideal candidate for stereo-smell augmentation/substitution that, unlike other approaches, does not require implanted electrodes in the olfactory bulb. To realize this, we engineered a self-contained device that users wear across their nasal septum. Our device outputs by stimulating the user's trigeminal nerve using electrical impulses with variable pulse-widths; and it inputs by sensing the user's inhalations using a photoreflector. It measures 10x23 mm and communicates with external gas sensors using Bluetooth. In our user study, we found the key electrical waveform parameters that enable users to feel an odor's intensity (absolute electric charge) and direction (phase order and net charge). In our second study, we demonstrated that participants were able to localize a virtual smell source in the room by using our prototype without any previous training. Using these insights, our device enables expressive trigeminal sensations and could function as an assistive device for people with anosmia, who are unable to smell.","PeriodicalId":20451,"journal":{"name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90197786","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: 27
To Live in Their Utopia: Why Algorithmic Systems Create Absurd Outcomes 生活在他们的乌托邦:为什么算法系统创造荒谬的结果
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems Pub Date : 2021-05-06 DOI: 10.1145/3411764.3445740
A. Alkhatib
{"title":"To Live in Their Utopia: Why Algorithmic Systems Create Absurd Outcomes","authors":"A. Alkhatib","doi":"10.1145/3411764.3445740","DOIUrl":"https://doi.org/10.1145/3411764.3445740","url":null,"abstract":"The promise AI’s proponents have made for decades is one in which our needs are predicted, anticipated, and met - often before we even realize it. Instead, algorithmic systems, particularly AIs trained on large datasets and deployed to massive scales, seem to keep making the wrong decisions, causing harm and rewarding absurd outcomes. Attempts to make sense of why AIs make wrong calls in the moment explain the instances of errors, but how the environment surrounding these systems precipitate those instances remains murky. This paper draws from anthropological work on bureaucracies, states, and power, translating these ideas into a theory describing the structural tendency for powerful algorithmic systems to cause tremendous harm. I show how administrative models and projections of the world create marginalization, just as algorithmic models cause representational and allocative harm. This paper concludes with a recommendation to avoid the absurdity algorithmic systems produce by denying them power.","PeriodicalId":20451,"journal":{"name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90485571","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: 39
A Feminist Utopian Perspective on the Practice and Promise of Making 女性主义乌托邦视角下的制造实践与承诺
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems Pub Date : 2021-05-06 DOI: 10.1145/3411764.3445126
Johanna Okerlund, David C. Wilson, C. Latulipe
{"title":"A Feminist Utopian Perspective on the Practice and Promise of Making","authors":"Johanna Okerlund, David C. Wilson, C. Latulipe","doi":"10.1145/3411764.3445126","DOIUrl":"https://doi.org/10.1145/3411764.3445126","url":null,"abstract":"While makerspaces are often discussed in terms of a utopian vision of democratization and empowerment, many have shown how these narratives are problematic. There remains optimism for the future of makerspaces, but there is a gap in knowledge of how to articulate their promise and how to pursue it. We present a reflexive and critical reflection of our efforts as leaders of a university makerspace to articulate a vision, as well as our experience running a maker fashion show that aimed to address some specific critiques. We analyze interviews of participants from the fashion show using feminist utopianism as a lens to help us understand an alternate utopian narrative for making. Our contributions include insights about how a particular making context embodies feminist utopianism, insights about the applicability of feminist utopianism to makerspace research and visioning efforts, and a discussion about how our results can guide makerspace leaders and HCI researchers.","PeriodicalId":20451,"journal":{"name":"Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89713595","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
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