A graph based document retrieval method
Z Zhang, L Wang, X Xie, H Pan - 2018 IEEE 22nd International …, 2018 - ieeexplore.ieee.org
Z Zhang, L Wang, X Xie, H Pan
2018 IEEE 22nd International Conference on Computer Supported …, 2018•ieeexplore.ieee.orgA new document retrieval method based on graph was proposed in this paper. Queries and
documents are represented by graphs. The paper also proposes the concept of the
document semantic unit in consideration of the overhead of graph computing. The size of
semantic unit is used as the granularity for graph construction. This new method puts
queries and documents in an unequal level instead of regarding them as equivalent entities
which conventional IR system does. The paper further proposes the similarity calculating …
documents are represented by graphs. The paper also proposes the concept of the
document semantic unit in consideration of the overhead of graph computing. The size of
semantic unit is used as the granularity for graph construction. This new method puts
queries and documents in an unequal level instead of regarding them as equivalent entities
which conventional IR system does. The paper further proposes the similarity calculating …
A new document retrieval method based on graph was proposed in this paper. Queries and documents are represented by graphs. The paper also proposes the concept of the document semantic unit in consideration of the overhead of graph computing. The size of semantic unit is used as the granularity for graph construction. This new method puts queries and documents in an unequal level instead of regarding them as equivalent entities which conventional IR system does. The paper further proposes the similarity calculating method of graphs based on general maximum common subgraph. The result of the experiment shows this method is able to yield better document retrieval results.
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