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Using Syntactic Text Analysis to Estimate Educational Tasks' Difficulty and Complexity

机译:使用句法文本分析估计教育任务的难度和复杂性

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摘要

We suggest a routine for automatic estimation of complexity and difficulty of educational tasks. This routine is based on syntactic text analysis, phrases' predicative structures identification, and semantic network construction. Then we develop a mathematical model which employs a notion on semantic distance between notions-words to calculate the amount of knowledge in a semantic network. We show that the amount of knowledge in a semantic network is a measure in the set of all semantic networks, and the semantic distance makes this set the metric one.
机译:我们建议一个例程,用于自动估计教育任务的复杂性和难度。该例程基于句法文本分析,短语的谓语结构识别和语义网络构建。然后,我们建立了一个数学模型,该模型使用一个概念在单词之间的语义距离来计算语义网络中的知识量。我们表明,语义网络中的知识量是所有语义网络集合中的度量,并且语义距离使该集合成为度量标准。

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