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A Question Answering System for the Operation of Software Applications

机译:用于软件应用程序操作的问题应答系统

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摘要

Reflecting the rapid growth of information technology, the configuration of software applications, such as word processors and spreadsheets, is both sophisticated and complicated. It is often difficult for users to identify the relevant functions in an online manual of a target application. In this paper, we propose a question answering system that finds functions related to a user's request. To enhance our system, we addressed two "mismatch" problems. The first problem is associated with mismatch in vocabulary, in which the same concept is represented by different words in the manual and in the user's question. The second problem is associated with mismatch in function. Although a user may have a hypothetical function for their purpose in mind, the purpose can sometimes be accomplished by other functions. To resolve these mismatch problems, we use the World Wide Web to extract related terms for software functions, so that a user's question can be matched to the relevant function with a high accuracy. We show the effectiveness of our system experimentally.
机译:反映了信息技术的快速增长,软件应用程序的配置,如文字处理器和电子表格,都是复杂和复杂的。用户通常很难在目标应用程序的在线手册中识别相关功能。在本文中,我们提出了一个问题应答系统,该系统找到与用户请求相关的函数。为了增强我们的系统,我们解决了两个“不匹配”问题。第一问题与词汇表中的错配相关联,其中相同的概念由手册中的不同单词和用户的问题表示。第二个问题与功能中的不匹配相关联。尽管用户可以对其目的具有假设的函数,但是有时可以通过其他功能来实现目的。为了解决这些不匹配问题,我们使用万维网来提取相关的软件功能的相关术语,以便用户的问题可以以高精度与相关函数匹配。我们通过实验展示了我们系统的有效性。

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