通过挖掘维基百科自动创建维基教科书原型

Jen-Liang Chou, Shih-Hung Wu
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引用次数: 0

摘要

维基百科是世界上最大的协同编辑的百科知识来源。Wikibook是维基百科的一个子项目,旨在创建一本可以由不同贡献者编辑的书,类似于维基百科的编写和编辑方式。然而,编辑一本书比编辑单独的文章需要更多的努力。因此,如何快速制作一本书的原型是一个新的研究课题。在本文中,我们研究了如何自动从维基百科中提取内容,并生成一个维基教科书的原型,作为进一步编辑的起点。应用搜索技术,系统可以从维基百科中检索相关文章。自动构建目录表,并基于两阶段搜索方法。我们的实验表明,给定一个关键词作为一本书的标题,我们的系统可以生成一个目录,这可以被视为一个维基教科书的原型。这样的系统可以帮助免费的教科书编辑。提出了一种基于系统结果与传统教材对比的评价方法,并展示了系统的覆盖范围。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automatic Wikibook Prototyping via Mining Wikipedia
Wikipedia is the world's largest collaboratively edited source of encyclopedic knowledge. Wikibook is a sub-project of Wikipedia that is intended to create a book that can be edited by various contributors, similar to how Wikipedia is composed and edited. Editing a book, however, requires more effort than editing separate articles. Therefore, methods of quickly prototyping a book is a new research issue. In this paper, we investigate how to automatically extract content from Wikipedia and generate a prototype of a Wikibook as a start point for further editing. Applying search technology, our system can retrieve relevant articles from Wikipedia. A table of contents is built automatically and is based on a two-stage searching method. Our experiments show that, given a keyword as the title of a book, our system can generate a table of contents, which can be treated as a prototype of a Wikibook. Such a system can help free textbook editing. We propose an evaluation method based on the comparison of system results to a traditional textbook and show the coverage of our system.
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