Title :
A context dependency relation pattern based algorithm for term similarity calculation
Author :
Xu Jian ; Zhang Qingliang
Author_Institution :
Sch. of Inf. Manage., Sun Yat-Sen Univ., Guangzhou, China
Abstract :
In this paper, we put forward a new term similarity algorithm which automatically extracts context patterns by sentence dependency analysis, and then calculates term similarity by mapping those patterns. The algorithm provides better way to extract term context patterns with stronger context expression ability than current algorithms. Meanwhile, the length of patterns is modest, which makes it convenient to be matched. We also evaluate the algorithm on the basis of gene engineering field experiment data set. Experiment result shows that the algorithm evidently improves the calculating performance.
Keywords :
text analysis; context dependency relation pattern based algorithm; context expression ability; gene engineering field experiment data set; sentence dependency analysis; term similarity calculation; Algorithm design and analysis; Context; Filtering algorithms; Ontologies; Pattern matching; Semantics; Syntactics; Context Similarity; Similarity Computation; Term Similarity;
Conference_Titel :
Systems and Informatics (ICSAI), 2012 International Conference on
Conference_Location :
Yantai
Print_ISBN :
978-1-4673-0198-5
DOI :
10.1109/ICSAI.2012.6223091