社会计算

Swapneel Sheth
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引用次数: 1

摘要

社会计算研究的重点是在线社会行为,并使用从中衍生的工件来提供建议和其他有用的社区知识。不幸的是,其中一些行为和知识会产生社会成本,特别是在隐私方面,不同的人群对隐私的看法截然不同,不同的地区对隐私的监管也不同。但是,应对这些挑战的聪明的技术解决方案可能会带来额外的社会成本,例如,消耗与绿色计算(另一个社会关注的主要领域)不一致的大量资源。我们提出了一个新的横切研究领域,社会计算,它侧重于计算模型和引起重大社会问题的应用领域之间的技术权衡。这篇论文,由Gail Kaiser教授建议,将关注社会计算背景下的隐私问题,并将致力于解决诸如隐私权衡的设计模式和架构等研究课题,更好地理解用户的隐私需求,以便与其他领域(如绿色计算)的权衡可以以更有效的方式处理,以及更好的可视化技术,使隐私及其权衡更容易理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Societal Computing
Social Computing research focuses on online social behavior and using artifacts derived from it for providing recommendations and other useful community knowledge. Unfortunately, some of that behavior and knowledge incur societal costs, particularly with regards to Privacy, which is viewed quite differently by different populations as well as regulated differently in different locales. But clever technical solutions to those challenges may impose additional societal costs, e.g., by consuming substantial resources at odds with Green Computing, another major area of societal concern. We propose a new crosscutting research area, Societal Computing, that focuses on the technical tradeoffs among computational models and application domains that raise significant societal issues. This dissertation, advised by Prof. Gail Kaiser, will focus on privacy concerns in the context of Societal Computing and will aim to address research topics such as design patterns and architectures for privacy tradeoffs, better understanding of users' privacy requirements so that tradeoffs with other areas such as green computing can be dealt with in a more effective manner, and better visualization techniques for making privacy and its tradeoffs more understandable.
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