文本体裁分类研究

2017 International Conference on Computer, Information and Telecommunication Systems (CITS) Pub Date : 2017-07-01 DOI:10.1109/CITS.2017.8035329

Zhijuan Xu, Lizhen Liu, Wei Song, Chao Du

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引用次数: 0

摘要

不同文本体裁的散文有不同的思想和写作方法。首先预测文本体裁有助于在预测文学成功或在文章中发现美丽的单词和句子时获得更好的准确性。这有助于在计算机评分时为不同的文本类型设定不同的标准。单词和结构可以有效地区分文本类型。叙述和描写在用词和结构上都有区别，我们可以通过分析二者的区别来区分它们。本文提出了一种用计算机对不同文本体裁的文章进行分类的方法。我们分析了区分体裁的最有效特征。讨论了如何更好地进行体裁分类。最后，在我们的实验中f值达到了80%。

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Text genre classification research

Essays in different text genres have different ideas and writing method. Prediction the text genres firstly will help get a better accuracy when predicting the success of literary or finding the beautiful words and sentences in the essay. And it will help set a different standard for different text genres when scoring the writing by computer. Words and structure can be effective in discriminating text genres. Narration and description has a difference in the words they use and the structure, we can separate them by analyze the difference. In this paper we find a method to separate the essay in different text genres by computer. We analyze the most effective features for distinguish genres. And discussed how to get a better result for genres classification. Finally, the f value reached 80% in our experiment.

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2017 International Conference on Computer, Information and Telecommunication Systems (CITS)

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