Query Expansion based on Word Graph using Term Proximity
질의 어휘와의 근접도를 반영한 단어 그래프 기반 질의 확장

Kye-Hun Jang, Kyung-Soon Lee
2012 The KIPS Transactions PartB  
The pseudo relevance feedback suggests that frequent words at the top documents are related to initial query. However, the main drawback associated with the term frequency method is the fact that it relies on feature independence, and disregards any dependencies that may exist between words in the text. In this paper, we propose query expansion based on word graph using term proximity. It supplements term frequency method. On TREC WT10g test collection, experimental results in MAP(Mean Average
more » ... recision) show that the proposed method achieved 6.4% improvement over language model.
doi:10.3745/kipstb.2012.19b.1.037 fatcat:mrlldjiwezby7firrsvfesgwp4