Estimation of Interruptibility during Office Work based on PC Activity and Conversation

Estimation of Interruptibility during Office Work based on PC Activity and Conversation
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基于 PC 活动和会话的办公室工作中断率估计

DOI：
10.1007/978-3-642-39226-9_33
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发表时间：
2013
期刊：
Lecture Notes in Computer Science
影响因子：
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通讯作者：
Kazuaki Aoki and Kinya Fujita
Kazuaki Aoki and Kinya Fujita
中科院分区：
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文献类型：
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作者：
Satoshi Hashimoto;Takahiro Tanaka;Kazuaki Aoki and Kinya Fujita

文献摘要

相似文献

被电子邮件、即时通讯和微博等在线通信系统打断的机会正在迅速增加。为了充分控制中断定时，需要对用户的可中断性进行实时估计。在这项研究中，我们提出了一个中断性估计方法使用PC活动和会话语音检测的基础上小波变换。离线估计应用于从10个用户获得的50小时的数据集。结果表明，通过自动检测会话的存在和结束来提高可中断性估计的准确性是可行的。
The chances of being interrupted by online communication systems, such as email, instant messenger, and micro-blog, are rapidly increasing. For the adequate control of interruption timing, the real-time estimation of the interruptibility of the user is required. In this study, we propose an interruptibility estimation method using PC activity and conversational voice detection based on the wavelet transform. The offline estimation was applied to a dataset of 50 hours obtained from 10 users. The results indicated the feasibility of improving the interruptibility estimation accuracy by the automatic detection of the existence and end of conversations.