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首页> 外文期刊>International Journal of Innovative Computing Information and Control >COMBINATIONAL METHOD OF DIFFERENT WRITTEN STYLES AND ITS APPLICATION TO SIGHTSEEING INFORMATION GENERATION
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COMBINATIONAL METHOD OF DIFFERENT WRITTEN STYLES AND ITS APPLICATION TO SIGHTSEEING INFORMATION GENERATION

机译：不同文字风格的组合方法及其在视听信息生成中的应用

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摘要

In this paper, we propose a combinational method of different written styles and apply it to a sightseeing information generation system. There are various kinds of information sources on the Web and their expressions differ largely from formal to casual. For example, literary expression is used in Wikipedia, whereas colloquial expression is used in many SNSs such as twitter. Since much useful and valuable information might be contained in these different sources, research on combining different expression styles to reduce unnaturalness and to implement a user-friendly application is indispensable and very important. In the proposed method, first, N-gram is constructed from Wikipedia as examples of literary style. Then it is used to convert colloquial style to literary style. In the application to the sightseeing information generation system, we use user's location as an input. It retrieves basic information of the user's location from Wikipedia and word-of-mouth information from social media. The colloquial style in the social media data is converted to literary style. Then, selection of sentences is carried out to extract valuable and useful information for sightseeing. As for the output, the proposed system combines information from two types of sources and generates an informative sightseeing information document. We evaluated the method of conversion of written style and the proposed sightseeing information generation system. The experimental results show that the conversion method enabled colloquial style to change to literary style. As for the implementation for sightseeing, the results show that combining sightseeing information from more than one source is considered to be effective.
机译：在本文中，我们提出了一种不同书写风格的组合方法，并将其应用于观光信息生成系统。 Web上有各种信息源，它们的表达方式从正式到临时都有很大不同。例如，在Wikipedia中使用文学表达，而在诸如Twitter之类的许多SNS中使用口语表达。由于可能在这些不同的来源中包含许多有用和有价值的信息，因此研究组合不同的表达方式以减少不自然现象并实现用户友好的应用程序是必不可少且非常重要的。在提出的方法中，首先，从维基百科构建N-gram作为文学风格的示例。然后用于将口语风格转换为文学风格。在观光信息生成系统的应用中，我们使用用户的位置作为输入。它从Wikipedia检索用户位置的基本信息，并从社交媒体检索口碑信息。社交媒体数据中的口语风格被转换为文学风格。然后，进行句子选择以提取有价值的有用信息以供观光。至于输出，所提出的系统结合了来自两种类型来源的信息，并生成了内容丰富的观光信息文档。我们评估了书面风格的转换方法和建议的观光信息生成系统。实验结果表明，这种转换方法使口语风格转变为文学风格。关于观光的实施，结果表明，将来自多个来源的观光信息相结合是有效的。

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