Journal of the Korean Society for information Management (정보관리학회지)

Korean Society for Information Management (한국정보관리학회)
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Improving Retrieval Effectiveness with Multiple Weighting Schemes

다중 가중치 기법을 이용한 검색 효과의 개선

  • Published : 1995.12.01
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Abstract

It has known that different representations of either queries or documents, or different retrieval techniques retrieve different sets of documents. Recent works suggest that significant improvements in retrieval performance can be achieved by combining multiple representations or multiple retrieval techniques. In this paper we propose a simple method for retrieving different documents within a single query representation, a single document representation and a single retrieval technique. We classify the types of documents, and describe the properties of weighting schemes. Then. we explain that different properties of weighting schemes may retrieve different types of documents. Experimental results show that significant improvements can be obtained by combining the retrieval results form different properties of weighting schemes.

질의 또는 문서에 대한 상이한 표현 방법 또는 상이한 검색 기법은 서로 다른 집합의 문서들을 검색함이 알려져 왔다. 최근 이러한 특성을 이용하여 다양한 표현 방법 또는 검색 기법을 결합함으로써 보다 높은 검색 효과를 얻을 수 있음이 입증되었다. 본 논문에서는 질의와 문서에 대한 하나의 표현과 하나의 검색 기법하에서 서로 다른 특성을 갖는 가중치 기법을 결합함으로써 보다 높은 검색 효과를 얻을 수 있음을 기술한다. 문서의 형태를 분류하고 가중치 기법의 특성을 기술한 후, 이를 기반으로 하여 서로 다른 특성을 갖는 가중치 기법은 서로 다른 형태의 문서를 검색함을 설명한다. 또한 실험을 통하여 서로 다른 특성을 갖는 가중치 기법을 결합함으로써 보다 높은 검색 효과를 얻을 수 있음을 입증한다.

Keywords

References

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