基于个人生活和计划的未来预测任务管理系统

Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication Pub Date : 2013-09-08 DOI:10.1145/2494091.2494166

Toshiki Takeuchi, Kyohei Suwa, Hiroto Tamura, Takuji Narumi, T. Tanikawa, M. Hirose

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引用次数: 3

摘要

忙碌的人通常要处理各种各样的任务。但有时，他们在小任务上落后了，渐渐地，甚至在他们没有意识到的情况下，大量的积压如山，远远超出了他们按时完成任务的能力。我们提出了一个任务管理系统，该系统基于用户的生活日志和计划，使用简单的线性回归模型来预测用户的未来状态。我们使用智能手机实现了这个系统，并通过用户测试评估了它的实用性。因此，我们系统的用户看到了他们未来的日记，并试图改变他们当前的日常活动。

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A task-management system using future prediction based on personal lifelogs and plans

People who are busy generally have to manage a great variety of tasks. But sometimes, they fall behind in minor tasks and gradually, even without them noticing, a huge backlog piles up, far beyond the person's capacity to complete them well and on time. We proposed a task-management system that predicts a user's future state on the basis of the user's lifelog and plans, using a simple linear regression model. We implemented the system using a smartphone and estimated its usefulness with a user test. As a result, the users of our system saw their future diaries and tried to alter their current daily activities.

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Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication

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