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Research into information retrieval based on the combination of keyword and semantic concept
基于关键词与语义概念结合的信息检索研究

Keywords: keyword,semantic concept,information retrieval,combination,similarity
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,语义概念,信息检索,结合,相似度

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Abstract:

After analyzing the principle of keywords and concept retrieval, a new vector space model named SC-VSM based on the semantic concept retrieval was proposed. Meanwhile, based on the combination of SC-VSM and keywords retrieval, an approach was presented in which the combination parameters can be adjusted according to different domains in order to obtain the best information retrieval result. Experimental results show that the SC-VSM is superior to the VSM, the cond3inative approach can not only reserve the advantages of keywords retrieval and concept retrieval, but also compensate for their shortcomings.

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