The Community for Technology Leaders
RSS Icon
Subscribe
Lyon
Aug. 22, 2011 to Aug. 27, 2011
ISBN: 978-1-4577-1373-6
pp: 185-188
ABSTRACT
This paper explores the rules of the construction and the syntactic features of the "planting" verbal metaphors, with the detailed analysis on syntax, semantics and constitute of the verbal metaphorical expression. Furthermore, we extract the key features to distinguish the verbal metaphors based on the differences between the verbal metaphorical expressions and the literal meanings, and apply the machine learning method to the identification of the verbal metaphor. The experiments show that verbal metaphor has its own unique features on syntax. It would greatly improve the performance of the machine learning models with the addition of these features. Lastly, this method could be extended to other kinds of verbal metaphor.
INDEX TERMS
metaphor recognition, syntactic features, machine learning, metaphorical mapping
CITATION
Zhimin Wang, Yuxiang Jia, Li He, "The Syntactic Features and Identification Analysis of "Planting" Verb Metaphors", WI-IAT, 2011, 2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies, 2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies 2011, pp. 185-188, doi:10.1109/WI-IAT.2011.16
30 ms
(Ver 2.0)

Marketing Automation Platform Marketing Automation Tool