TY - GEN
T1 - Opinion recognition on movie reviews by combining classifiers
AU - Koumpouri, Athanasia
AU - Mporas, Iosif
AU - Megalooikonomou, Vasileios
PY - 2015/1/1
Y1 - 2015/1/1
N2 - In this paper we present a combined opinion recognition scheme based on discriminative algorithms, decision trees and probabilistic algorithms. The proposed scheme takes advantage of the information provided from each of the recognition models in decision level, in order to provide refined and more accurate opinion recognition results. The experimental results showed that the proposed combined scheme achieved an overall recognition performance of 87.90%, increasing the accuracy of our best-performing opinion recognition model by 3.5%.
AB - In this paper we present a combined opinion recognition scheme based on discriminative algorithms, decision trees and probabilistic algorithms. The proposed scheme takes advantage of the information provided from each of the recognition models in decision level, in order to provide refined and more accurate opinion recognition results. The experimental results showed that the proposed combined scheme achieved an overall recognition performance of 87.90%, increasing the accuracy of our best-performing opinion recognition model by 3.5%.
KW - Decision trees
KW - Discriminative algorithms
KW - Opinion mining
KW - Probabilistic algorithms
UR - http://www.scopus.com/inward/record.url?scp=84945944232&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-23132-7_38
DO - 10.1007/978-3-319-23132-7_38
M3 - Conference contribution
AN - SCOPUS:84945944232
SN - 9783319231310
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 309
EP - 316
BT - Speech and Computer - 17th International Conference, SPECOM 2015, Proceedings
A2 - Ronzhin, Andrey
A2 - Potapova, Rodmonga
A2 - Fakotakis, Nikos
PB - Springer Nature Link
T2 - 17th International Conference on Speech and Computer, SPECOM 2015
Y2 - 20 September 2015 through 24 September 2015
ER -