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基于三支概念分析的地理试题自动解题

Automatically Solving Geographical Examination Questions Based on the Analysis of Three Concepts

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【作者】 洪启航杨思春

【Author】 HONG Qi-hang;YANG Si-chun;School of Computer Science and Technology, Anhui University of Technology;

【通讯作者】 杨思春;

【机构】 安徽工业大学计算机科学与技术学院

【摘要】 现有自动解题系统从试题文本及相关资源获取解题知识,但由于试题本身潜在的复杂性与多样性,所获取的知识可能不足以支持实际解题,需要进一步获取其他解题知识.本文基于三支概念分析理论,通过构造试题文本三支概念格和决策规则提取,进一步挖掘试题文本中隐含的解题知识,在所收集数据集上进行的试验结果表明,本方法有效提升了自动解题系统的解题性能.

【Abstract】 The existing automatic problem-solving system obtains relevant knowledge from problem texts and related resources. However, due to prospective complexity and diversity of the exam itself, there are a lot of limitations to the current question-answering method which requires further other knowledge in order to answer the exam questions. Based on the theory of three-way concept analysis, this paper constructs three-way concept lattices of problem texts and extracts decision rules to further mine implicit problem-solving knowledge. The experimental results on the collected data sets show that the proposed method can improve the performance of the automatic problem solving system.

【基金】 安徽省自然科学基金项目(1808085MF178)
  • 【文献出处】 南京工程学院学报(自然科学版) ,Journal of Nanjing Institute of Technology(Natural Science Edition) , 编辑部邮箱 ,2022年01期
  • 【分类号】TP391.1
  • 【下载频次】53
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