DocumentCode
2387752
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
fYear
2012
fDate
19-20 May 2012
Firstpage
700
Lastpage
704
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems and Informatics (ICSAI), 2012 International Conference on
Conference_Location
Yantai
Print_ISBN
978-1-4673-0198-5
Type
conf
DOI
10.1109/ICSAI.2012.6223091
Filename
6223091
Link To Document