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2020 IEEE International Symposium on Technology and Society (ISTAS)最新文献

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A Costly Emergencies Approach to Estimating Costs for Artificial Intelligence Review 人工智能评估成本的昂贵应急方法
Pub Date : 2020-11-12 DOI: 10.1109/ISTAS50296.2020.9462212
Sara R. Jordan
Artificial intelligence (AI) research is increasingly considered to be a risky endeavor. The present prevailing model of AI risk management imports the commitments of research ethics, in terms of principles, approach to risk assessment, mitigation, and management. Despite the history and appeal of the research ethics model, alternative models for evaluation of AI risk should be entertained before adopting this approach. Here we propose a hypothetical applied information economics approach that changes the model for risk review from ex ante hypotheticals paid for as a fixed cost borne by all to variable costs that could be calculated in response to consumers’ willingness to pay for risky technology or to be paid for by companies willing to shoulder the cost of risks. Some of these risks will be of such magnitude that mitigating them constitutes an existential emergency for which an ex-ante research review approach may be justifiable. But, for risks that are less than non-remediable, existential, threats, a more cost sensitive approach may represent a more equitable path that shifts costs to those willing to bear them. We approach thinking through AI risks as something with specific costs we can estimate using known risks from similar activities of daily life.
人工智能(AI)研究越来越被认为是一项冒险的努力。目前流行的人工智能风险管理模式在风险评估、缓解和管理的原则、方法方面引入了研究伦理的承诺。尽管研究伦理模型的历史和吸引力,在采用这种方法之前,应该考虑评估人工智能风险的其他模型。在这里,我们提出了一种假设的应用信息经济学方法,它改变了风险评估的模型,从预先假设的由所有人承担的固定成本,到可变成本,可变成本可以根据消费者愿意为风险技术支付的意愿来计算,或者由愿意承担风险成本的公司支付。其中一些风险将是如此之大,以至于减轻它们构成了存在的紧急情况,因此事前研究审查方法可能是合理的。但是,对于那些并非不可补救的、存在的威胁的风险,更注重成本的方法可能是一种更公平的途径,将成本转移给那些愿意承担的人。我们将人工智能风险视为具有特定成本的东西,我们可以使用日常生活中类似活动的已知风险来估算。
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引用次数: 1
Risks of Bias in AI-Based Emotional Analysis Technology from Diversity Perspectives 多样性视角下基于人工智能的情感分析技术的偏见风险
Pub Date : 2020-11-12 DOI: 10.1109/ISTAS50296.2020.9462168
Sumiko Shimo
Emotion AI technology captures emotional reactions in real-time and decodes both verbal and non-verbal emotional behaviors of people, promising better service experience, devices, and technologies. On the other hand, it is observed that emotion AI systems are developed and used to assume that there is little variation in emotional expression across the human population. Insufficient understanding of human diversity and cultural diversity can lower the accuracy in detecting and interpreting underrepresented groups’ emotions, leading to biases, discrimination, and negative consequences in their lives. These growing concerns about emotion AI technology are potentially caused by a lack of workforce diversity in the AI sector and human diversity in the AI system. This paper explores workforce diversity and human diversity in AI systems, along with ethical concerns, and suggests possible paths forward.
情感人工智能技术可以实时捕捉人们的情绪反应,并对人们的语言和非语言情感行为进行解码,从而带来更好的服务体验、设备和技术。另一方面,可以观察到,情感AI系统的开发和使用是假设人类的情感表达几乎没有变化。对人类多样性和文化多样性的理解不足会降低检测和解释代表性不足群体情绪的准确性,从而导致偏见、歧视和生活中的负面后果。这些对情感人工智能技术日益增长的担忧可能是由于人工智能领域缺乏劳动力多样性和人工智能系统中的人类多样性造成的。本文探讨了人工智能系统中的劳动力多样性和人类多样性,以及伦理问题,并提出了可能的前进道路。
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引用次数: 0
The Effect of Tracking and Reflecting on Study Habits on Study Behavior and Grades 学习习惯的跟踪与反思对学习行为和成绩的影响
Pub Date : 2020-11-12 DOI: 10.1109/ISTAS50296.2020.9462241
D. Y. Wohn, Michael J. Lee
Many college students struggle to adjust academically because they never learned how to study effectively. In our first study, we developed a web-based application that enabled students to record when and how long they were studying. 29 college undergraduates used this tracking application for two weeks, then reflected on how the app affected their self-awareness and/or behavior. Analyses of participant diaries and application logs indicate that tracking applications are far from accurate, but the act of tracking itself, paired with analysis of one’s own data through reflection, enables students to have stronger self-awareness of their studying habits. Our second study, a 13-week long field experiment with 162 first-year students participating in 5 groups with varying combinations of tracking and reflection, showed that the tracking+ self-reflection group scored significantly higher on their final exam than tracking with social reflection.
许多大学生努力适应学业,因为他们从未学会如何有效地学习。在我们的第一项研究中,我们开发了一个基于网络的应用程序,使学生能够记录他们学习的时间和时间。29名大学本科生使用这款跟踪应用程序两周,然后反思这款应用程序如何影响他们的自我意识和/或行为。对参与者日记和应用日志的分析表明,跟踪应用程序远不准确,但跟踪本身的行为,加上通过反思分析自己的数据,使学生对自己的学习习惯有了更强的自我意识。我们的第二项研究是为期13周的实地实验,有162名一年级学生参加了5组不同的跟踪和反思组合,结果表明,跟踪+自我反思组在期末考试中的得分明显高于跟踪+社会反思组。
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引用次数: 1
In Search of a Pattern and Algorithmic Code for COVID-19: A Participant Self-Customized Awareness Systems for Diagnostics, Simulation, Tracing and Pattern Matching 寻找COVID-19的模式和算法代码:用于诊断、模拟、跟踪和模式匹配的参与者自定义意识系统
Pub Date : 2020-11-12 DOI: 10.1109/ISTAS50296.2020.9462189
A. Ebrahimi
The COVID-19 pandemic has become a challenge to our lives and affects us differently under certain circumstances. This project invites and assists participants in developing their awareness systems for COVID-19. The system comes with a set up consisting of standard information and the necessary coding explained to the participant. The findings are open and shared through an honor system. The awareness system consists of four embedded subsystems known as diagnostics systems, simulation, tracing, and pattern-matching systems. The diagnostic system uses inference rules to generate an outcome by diseases with the same symptoms related to COVID-19. The skeleton for the simulation system works as a game, depicting how the virus enters and interacts with the body's cells with different four scenarios such as involved in defeating the body's cell, defeating the virus, neutral coexistence of the virus and enclosure, and at best, turning into a positive virus. At that stage of defeating the body's cell, the virus will replicate itself by an assigned degree with a recursive behavior. The tracing system traces the COVID19 and the participant's health using red, green, and blue (RGB) colors. The combination of RGB creates more than 16 million using 24 bits in binary or hexadecimal. The red color reserves for COVID-19, with 16 shades of red for a symptom with a 16 degree of severity. The pattern-matching system's skeleton provides four databases for asymptomatic, mild, severe, and fatal cases. The digitized information will quickly identify the pattern. One database may compare with another database for similarities or differences.The transfer of learning from one system can flow into another, ultimately resulting in a solution pattern. This project's implication will guide others to initiate their participant system to find a way and formulate a solution.
COVID-19大流行已成为我们生活的挑战,并在某些情况下对我们产生不同的影响。该项目邀请并协助参与者建立他们的COVID-19意识系统。该系统的设置包括标准信息和向参与者解释的必要编码。调查结果是公开的,并通过荣誉制度分享。感知系统由四个嵌入式子系统组成,即诊断系统、仿真、跟踪和模式匹配系统。该诊断系统利用推理规则,根据与COVID-19相关的症状相同的疾病产生结果。模拟系统的骨架是一个游戏,描述了病毒如何进入人体细胞并与人体细胞相互作用,包括四种不同的场景,如参与击败人体细胞,击败病毒,病毒和外壳中性共存,最多变成阳性病毒。在击败人体细胞的那个阶段,病毒会按照指定的程度以递归的方式复制自己。追踪系统使用红、绿、蓝(RGB)颜色追踪covid - 19和参与者的健康状况。RGB的组合使用24位二进制或十六进制产生超过1600万。红色代表COVID-19, 16种红色表示16个严重程度的症状。模式匹配系统的骨架为无症状、轻度、重度和致命病例提供了四个数据库。数字化的信息将迅速识别模式。一个数据库可以与另一个数据库比较相似或不同之处。从一个系统学到的知识可以转移到另一个系统,最终形成一个解决方案模式。这个项目的启示将引导其他人启动他们的参与者系统来寻找方法和制定解决方案。
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引用次数: 0
Tesseract Optimization for Data Privacy and Sharing Economics 面向数据隐私和共享经济的立方体优化
Pub Date : 2020-11-12 DOI: 10.1109/ISTAS50296.2020.9462236
Shubhadip Ray, Tharangini Palanivel, Norbert Herman, Yixuan Li
As human beings, we have the inherent bias towards our likes and dislikes. These likes and dislikes are influenced by our psychographic attributes, morals, values, beliefs and societal networks in both circles of influence and circles of concern. We continuously consume products, services as well as produce products and services for others to consume. Due to our inherent bias of likes and dislikes, we unintentionally or intentionally end up liking products and/or services that are personalized for us, or somehow unintentionally match our likes. This personalization makes our lives easier and more comfortable as it may save time, and/or enable us to achieve desired experiences. This personalization is influenced by the data gathered about us directly or indirectly. The richer the data is about us, the more personalized products and services we receive, thereby saving us time and money whilst meeting our desired goals for experience or exchange of value for the offers we are wanting. We remain forever concerned about the direct or accidental use of our data that can fall into the hands of nefarious users of the dark web, or criminals who can cause us all kinds of harm using the data we shared. Herein lies the paradox of personalization and privacy. To solve this paradox, we acknowledge that there has to be a trade-off between data privacy and personalization, and an optimized match on trust, value etc. between the data owners (data subjects) and data buyers. In this paper, we propose approaches to handle these trade-offs in an optimized way with the acceptance threshold determined by a methodology to optimize the match between trust and value perceptions specific to an individual, and in context of the trust we place on the data controller, processor or buyer entity with which we share and entrust our data for the exchange of value provided.
作为人类,我们对自己的好恶有固有的偏见。这些喜欢和不喜欢受到我们的心理属性、道德、价值观、信仰和社会网络在影响圈和关注圈中的影响。我们不断地消费产品和服务,也不断地生产产品和服务供他人消费。由于我们固有的喜欢和不喜欢的偏见,我们无意或有意地最终喜欢上了为我们量身定制的产品和/或服务,或者不知何故无意中匹配了我们的喜好。这种个性化使我们的生活更轻松,更舒适,因为它可以节省时间,和/或使我们能够获得期望的体验。这种个性化设置直接或间接地受到收集到的有关我们的数据的影响。关于我们的数据越丰富,我们收到的产品和服务就越个性化,从而节省我们的时间和金钱,同时满足我们想要的体验或价值交换的预期目标。我们始终担心我们的数据被直接或意外地使用,可能落入暗网的邪恶用户之手,或者犯罪分子利用我们共享的数据给我们造成各种伤害。这就是个性化和隐私的矛盾所在。为了解决这一悖论,我们承认必须在数据隐私和个性化之间进行权衡,并在数据所有者(数据主体)和数据购买者之间优化信任,价值等匹配。在本文中,我们提出了以优化方式处理这些权衡的方法,通过一种方法确定接受阈值,以优化特定于个人的信任和价值感知之间的匹配,并在我们对数据控制器,处理器或买方实体的信任的背景下,我们共享和委托我们的数据以交换所提供的价值。
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引用次数: 0
Ethical Concerns: An overview of Artificial Intelligence System Development and Life Cycle 伦理关注:人工智能系统发展与生命周期概述
Pub Date : 2020-11-12 DOI: 10.1109/ISTAS50296.2020.9462201
Hassan Al Shazly, A. Ferraro, K. Bennet
The expansive growth of Artificial Intelligent Systems (AIS),areas of applications, and their architectural complexity resulting in compound Systems of Systems has also carried with this, a myriad of ethical challenges. The ethical concerns are not limited to just the applications but also the data collection processes and derivative computed Information and Knowledge. A by product that has resulted is the extended marketing venues of data conversion to commodities. This paper examines how these issues effect ethics throughout the life cycle of the AIS and carries into the life cycle of the data.
人工智能系统(AIS)的广泛发展、应用领域以及它们的架构复杂性导致了复合系统的系统,这也带来了无数的伦理挑战。伦理问题不仅限于应用程序,而且还包括数据收集过程和衍生计算信息和知识。由此产生的副产品是数据转化为商品的营销场所的扩展。本文探讨了这些问题如何在AIS的整个生命周期中影响伦理,并将其带入数据的生命周期。
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引用次数: 0
Categorizing Online Harassment Interventions 在线骚扰干预分类
Pub Date : 2020-11-12 DOI: 10.1109/ISTAS50296.2020.9462206
Chenlu Feng, D. Y. Wohn
Online harassment has becoming an unavoidable issue and many people are trying to find methods to mitigate online harassment. In this study, we did a systematic review of online harassment interventions. We focused on studies that proposed online mechanisms and designed experiments to test the corresponding effects. We collected 17 studies from scholarly databases which met our criteria. Among these studies, we categorized the interventions into 7 groups based on the theoretical or design-related mechanism they were using to justify the intervention. At the end of the study, we critically reviewed these studies and proposed some ideas for future research.
网络骚扰已经成为一个不可避免的问题,许多人都在试图找到减轻网络骚扰的方法。在这项研究中,我们对网络骚扰干预进行了系统回顾。我们重点研究了提出在线机制的研究,并设计了实验来测试相应的效果。我们从学术数据库中收集了17项符合我们标准的研究。在这些研究中,我们根据它们用来证明干预的理论或设计相关机制将干预分为7组。在研究的最后,我们对这些研究进行了批判性的回顾,并对未来的研究提出了一些想法。
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引用次数: 1
Using Open Source Licensing to Regulate the Assembly of LAWS: A Preliminary Analysis 使用开源许可规范法律汇编:初步分析
Pub Date : 2020-11-12 DOI: 10.1109/ISTAS50296.2020.9462195
Cheng Lin, AJung Moon
Lethal autonomous weapons (LAWS) are an emerging technology capable of automatically targeting and exercising lethal force. Many scholars and advocates have petitioned to ban the technology internationally for a myriad of reasons. However, there are practical challenges to implementing a ban. One such challenge is posed by the “intangible” nature of the software that LAWS depends on, which is incompatible with implementation mechanisms such as export control. Given the dual-use nature of software, and the fact that software is developed by teams of individuals, a number of soft governance mechanisms have been proposed to regulate this technology. In this paper, we investigate the feasibility of one particular approach: leveraging open source licenses as a means to prohibit the use of certain software in LAWS. This approach is largely motivated by the fact that open source software underpins all of technology, especially AI. Through a review of the recent tech activism and open source activism, we evaluate whether open source licenses can feasibly limit the use of open source software to only non-LAWS applications. We distill the current challenges facing “ethics-driven” open source licensing efforts into three main obstacles: the need for clarity of licensing language, the lack of enforceability of licenses, and the lack of cohesiveness of the open source community. We propose that addressing these factors are also success criteria for future anti-LAWS open source initiatives. We find that open source licenses provide more theoretical than practical promise in regulating LAWS, and conclude that cohesion in the open source community is the key to their potential practical success in the future.
致命自主武器(Lethal autonomous weapons, LAWS)是一种能够自动瞄准并行使致命武力的新兴技术。由于种种原因,许多学者和倡导者请求在国际上禁止这项技术。然而,实施禁令存在实际挑战。其中一个挑战是法律所依赖的软件的“无形”性质,这与出口管制等实施机制不兼容。鉴于软件的双重用途性质,以及软件是由个人团队开发的事实,已经提出了许多软治理机制来规范这种技术。在本文中,我们研究了一种特殊方法的可行性:利用开源许可证作为禁止在LAWS中使用某些软件的手段。这种方法的主要动机是开源软件支持所有技术,尤其是人工智能。通过对最近的技术激进主义和开源激进主义的回顾,我们评估了开源许可证是否可以将开源软件的使用限制在非laws应用程序中。我们将当前面临的“道德驱动的”开源许可努力的挑战归纳为三个主要障碍:需要明确的许可语言,缺乏许可的可执行性,以及缺乏开源社区的凝聚力。我们建议解决这些因素也是未来反laws开源计划的成功标准。我们发现开源许可证在规范LAWS方面提供了更多的理论而不是实践承诺,并得出结论,开源社区的凝聚力是他们未来潜在的实际成功的关键。
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引用次数: 0
Aging in Smart Environments for Independence 智能环境下的老龄化
Pub Date : 2020-11-12 DOI: 10.1109/ISTAS50296.2020.9462211
Jordan Miller, T. McDaniel, M. Bernstein
This paper highlights current technological limitations and offers recommendations for scientists and engineers when designing devices to support aging in place. Existing technology for older adults to support independent living is examined as well as the implications of contextual factors, namely, location, on how people live and age based on the location in which they reside. This is the first review to investigate how challenges of aging change relative to location of residence and, subsequently, how such variation may inform technological solutions. To date, few devices consider the environment in which older individuals age. Places examined include aging: at home; assisted living facilities; nursing homes; and family housing. Challenges found in common across these locations were financial strain and isolation. In addition, each setting was found to have its own unique hurdles. Understanding these barriers is essential to developing technology that enables older adults to successfully age in place.
本文强调了当前的技术局限性,并为科学家和工程师在设计支持老化的设备时提供了建议。研究了支持老年人独立生活的现有技术,以及环境因素的影响,即地点对人们如何根据居住地点生活和变老的影响。这是第一次审查调查老龄化的挑战是如何相对于居住地变化的,随后,这种变化如何为技术解决方案提供信息。迄今为止,很少有设备考虑到老年人衰老的环境。调查的地点包括:在家里;辅助生活设施;养老院;还有家庭住房。这些地区共同面临的挑战是财政紧张和孤立。此外,每个设置都有自己独特的障碍。了解这些障碍对于开发能够使老年人成功老化的技术至关重要。
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引用次数: 3
Body Modifications and Their Health Implications 身体变化及其健康影响
Pub Date : 2020-11-12 DOI: 10.1109/ISTAS50296.2020.9462217
Lauryn Remmers, Katina Michael
This paper comprehensively defines three forms of body modifications: tattoos, piercings and implants. Some body modifications are functional while others are aesthetic, each serving the needs of its bearer or wearer. The paper describes the motivations behind different forms of body modifications. A document analysis was conducted, inclusive of a public image repository search, to ensure the depth required to reach saturation in the literature and content. A comparison of body modification techniques is assessed across cultural uses, modern applications and risks. Additionally, the health implications of these body modifications are considered and the findings clustered into the themes: physical, psychological and privacy implications. The contribution of this paper is in starting a serious discussion around the potential for health issues to arise from body modification and the impact they may have on the end-user.
本文全面定义了三种形式的身体修饰:纹身,穿孔和植入。一些身体修饰是功能性的,而另一些是审美的,每一种都是为了满足其承载者或穿戴者的需要。这篇论文描述了不同形式的身体修饰背后的动机。进行了文档分析,包括公共图像库搜索,以确保文献和内容达到饱和所需的深度。人体修饰技术的比较评估跨文化用途,现代应用和风险。此外,还考虑了这些身体修饰对健康的影响,并将研究结果归纳为以下主题:身体、心理和隐私影响。这篇论文的贡献在于开始了一场严肃的讨论,围绕身体修饰可能引起的健康问题及其对最终用户的影响。
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引用次数: 0
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2020 IEEE International Symposium on Technology and Society (ISTAS)
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