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Data Warehouse Design for Chinese Intelligent Question Answering System Based on Data Mining

机译:基于数据挖掘的中国智能问题应答系统数据仓库设计

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According to the defects of current Chinese question answering system database, a set of scheme about data warehouse design based on data mining was put forward. An improved association rules algorithm based on keywords was applied to compute the correlation value between words in order to get the similarity of questions. After the similarity is calculated, the best answers could be extracted and the k-means clustering algorithm could be performed on the database. Experiments showed that the scheme had many merits such as intelligence, continuous self-renewing ability and improving answering executive efficiency etc.
机译:根据当前中国问题应答系统数据库的缺陷,提出了一套关于基于数据挖掘的数据仓库设计方案。应用了基于关键字的改进关联规则算法来计算单词之间的相关值,以便获得问题的相似性。在计算相似性之后,可以提取最佳答案,并且可以在数据库上执行K-means聚类算法。实验表明,该方案具有许多优点,如智能,持续的自我更新能力,提高答案执行效率等。

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