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Toward Cognitive Modeling for Predicting Usability

机译:走向用于预测可用性的认知建模

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摘要

Historically, predictive human performance modeling has been successful at predicting the task execution time of skilled users on a desktop computer. More recent work has predicted novice behavior in web searches. This paper reports on a collaborative effort between industry and academia to expand the scope of predictive modeling to the mobile phone domain, both skilled and novice behavior, and how human performance relates to the perception of usability. Since, at this writing, only preliminary results to validate models of mobile phone use are in, we describe the process we will use to progress towards our modeling goals.
机译:从历史上看,人类行为预测模型已经成功地预测了台式计算机上熟练用户的任务执行时间。最近的工作预测了网络搜索中的新手行为。本文报告了行业和学术界之间的合作努力,以将预测建模的范围扩展到手机领域,既包括熟练行为也包括新手行为,以及人类性能如何与可用性感知相关。由于在撰写本文时,仅提供了用于验证手机使用模型的初步结果,因此我们描述了用于朝着实现建模目标迈进的过程。

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