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A Model for Evaluating the Quality of User-Created Documents

机译:评价用户创建文档质量的模型

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In this paper, we propose a model for evaluating the quality of general user-created documents. The model is based on supervised classification approach, in which output scores are considered as quality of given document. In order to utilize both textual and non-textual attributes of documents, we incorporated a number of objectively measurable, real-valued features selected upon predefined criteria for quality. Experiments on two datasets of real world documents show that textual features are stable indicators for evaluating documents' quality. Some features are inferred to be effective for general kinds of documents.
机译:在本文中,我们提出了一个评估一般用户创建文档质量的模型。该模型基于监督分类方法,其中输出分数被视为给定文档的质量。为了同时利用文档的文本属性和非文本属性,我们结合了根据预定义的质量标准选择的许多客观可测量的实值特征。在两个真实文档的数据集上进行的实验表明,文本特征是评估文档质量的稳定指标。据推测,某些功能对一般类型的文档有效。

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