The Community for Technology Leaders
RSS Icon
Subscribe
Brussels, Belgium Belgium
Dec. 10, 2012 to Dec. 10, 2012
ISBN: 978-1-4673-5164-5
pp: 693-700
ABSTRACT
If NLP systems could better simulate how people would evaluate various states of the world in contexts of interest, this would make it easier to accurately extract embedded sentiments and avoid being led astray by solely linguistic cues. If this knowledge could then be combined with 'fullsemantics' linguistic processing capable of modeling the interplay between lexical and syntactic semantics and then interweaving these with domain knowledge, this would allow the use of important semantic information (including argument and, especially, valence structure) implicit in phrases such as 'Critics say' and 'Despite this.' The present paper seeks to implement these insights, employing domain models grounded in the INTELNET/COGVIEW 'energy-based' knowledge representation formalism and the Radical Construction Grammar-based COGPARSE parser, bringing together concepts, knowledge, language processing, and opinion mining.
INDEX TERMS
Semantics, Medical services, Pragmatics, Context, Databases, Syntactics, Semiconductor optical amplifiers
CITATION
Daniel J. Olsher, "Full spectrum opinion mining: integrating domain, syntactic and lexical knowledge", ICDMW, 2012, 2013 IEEE 13th International Conference on Data Mining Workshops, 2013 IEEE 13th International Conference on Data Mining Workshops 2012, pp. 693-700, doi:10.1109/ICDMW.2012.166
21 ms
(Ver 2.0)

Marketing Automation Platform Marketing Automation Tool