在移动传感和复杂网络的交叉点研究人类行为(主题摘要)

C. Mascolo
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引用次数: 2

摘要

只提供摘要形式。随着强大而廉价的传感技术的出现,大规模和长期研究人类行为和活动的能力正在成为一个坚定的现实。可穿戴设备和移动设备进一步允许与用户进行连续的物理托管。这一现实带来了新的挑战,但也为理解我们日常生活的潜在创新方式打开了大门。在这次演讲中,我们将讨论我们在大型移动传感器部署和使用复杂网络科学分析移动传感数据方面的经验。我们将从数据众包、持续传感挑战、数据分析、隐私、用户反馈等方面讨论移动传感大数据带来的问题。例子将取自我们的医疗保健、交通、城市规划和组织分析研究。
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Studying human behavior at the intersection of mobile sensing and complex networks (Keynote abstract)
Summary form only given. With the advent of powerful and inexpensive sensing technology the ability to study human behaviour and activity at large scale and for long periods is becoming a firm reality. Wearables and mobile devices further allow the continuous physical colocation with the users. This reality generates new challenges but also opens the door to potentially innovative ways of understanding our daily lives. In this talk we will discuss our experience in large mobile sensor deployments and in using complex network science for the analysis of mobile sensing data. We will discuss the issues raised by mobile sensing big data in terms of data crowdsourcing, continuous sensing challenges, data analysis, privacy, user feedback. Examples will be drawn from our healthcare, transport, urban planning and organization analytics studies.
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