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APPARATUS AND METHOD FOR RECOMMENDATION OF ACADEMIC PAPER

机译:推荐学术论文的装置和方法

摘要

The present invention relates to a paper recommendation apparatus and a paper recommendation method. According to an aspect of the present invention, a paper recommendation apparatus includes a feature extraction unit which, with respect to research paper data including one or more research papers and a plurality of candidate papers, extracts syntactic feature vectors based on word weights and extracts semantic feature vectors based on word weights and synonym relationship; a similarity measurement unit which calculates a syntactic similarity between the research paper data and each candidate paper based on the syntactic feature vectors, and which calculates a semantic similarity between the research paper data and each candidate paper based on the semantic feature vectors; and a paper recommendation unit which determines one or more recommended papers to be recommended in connection with the research paper data among the candidate papers, based on the syntactic similarity and the semantic similarity.
机译:纸张推荐装置和纸张推荐方法技术领域本发明涉及纸张推荐装置和纸张推荐方法。根据本发明的一个方面,论文推荐装置包括特征提取单元,该特征提取单元针对包括一个或多个研究论文和多个候选论文的研究论文数据,基于单词权重提取语法特征向量并提取语义。基于单词权重和同义词关系的特征向量;相似度测量单元,其基于句法特征向量来计算研究论文数据与每个候选论文之间的句法相似度,并基于语义特征向量来计算研究论文数据与各个候选论文之间的语义相似度;论文推荐单元,基于句法相似度和语义相似度,根据候选论文中的研究论文数据确定一篇或多篇推荐论文。

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