Calculation of Sentence Semantic Similarity Based on Syntactic Structure
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-10-04
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
Combined with the problem of single direction of the solution of the existing sentence similarity algorithms, an algorithm for sentence semantic similarity based on syntactic structure was proposed.
Firstly, analyze the sentence constituent, then through analysis convert sentence similarity into words similarity on the basis of syntactic structure, then convert words similarity into concept similarity through words disambiguation, and, finally, realize the semantic similarity comparison.
It also gives the comparison rules in more detail for the modifier words in the sentence which also have certain contributions to the sentence.
Under the same test condition, the experiments show that the proposed algorithm is more intuitive understanding of people and has higher accuracy.
American Psychological Association (APA)
Li, Xiao& Li, Qingsheng. 2015. Calculation of Sentence Semantic Similarity Based on Syntactic Structure. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1073210
Modern Language Association (MLA)
Li, Xiao& Li, Qingsheng. Calculation of Sentence Semantic Similarity Based on Syntactic Structure. Mathematical Problems in Engineering No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1073210
American Medical Association (AMA)
Li, Xiao& Li, Qingsheng. Calculation of Sentence Semantic Similarity Based on Syntactic Structure. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1073210
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1073210