Satire detection from web documents using machine learning methods

Proceedings - 2014 International Conference on Soft Computing and Machine Intelligence, ISCMI 2014

Volumn , Issue , 2014, Pages 102-105

  Ahmad, Tanvir ^a   Akhtar, Halima ^a   Chopra, Akshay ^a   Akhtar, Mohd Waris ^a  

^a JAMIA MILLIA ISLAMIA CENTRAL UNIVERSITY   (India)

Author keywords

bi normal separation; classification; feature extraction; Satire detection; SVM

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); EXTRACTION; INFORMATION RETRIEVAL SYSTEMS; LEARNING SYSTEMS; ONLINE SYSTEMS; SOCIAL NETWORKING (ONLINE); SOFT COMPUTING; SPEECH PROCESSING; SUPPORT VECTOR MACHINES; WORLD WIDE WEB;

CLASSIFICATION METHODS; CLASSIFICATION RESULTS; MACHINE LEARNING METHODS; MACHINE LEARNING TECHNIQUES; MAXIMUM ACCURACIES; ON-LINE COMMUNITIES; SVM; SVM(SUPPORT VECTOR MACHINE);

FEATURE EXTRACTION;

EID: 84946531380     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCMI.2014.34     Document Type: Conference Paper

References (8)

1. Olga Nikitina, "Automatic detection of satire and sarcasm-Computational Approaches to Creative Language", in SS 2010, 22 June .
2. Pang and Lee, "Opinion mining and sentiment analysis", in Foundations and trends in Information Retrieval, Vol. 2, 2008
3. S. Dumais, J. Platt, D. Heckerman, and M. Sahami. "Inductive learning algorithms and representations for text categorization", in Proceedings of the 7th international conference on Information and knowledge management, 1998, pages. 148-155
4. Y. Yang and X. Liu, "A re-examination of text categorization methods", in 22nd Annual International SIGIR, 1999, pages 42
5. George Forman, "BNS Feature Scaling: An Improved Representation over TF·IDF for SVM Text Classification", in ACM 17th Conference on Information and Knowledge Management, October 26-30, 2008
6. Joachims, "Learning to classify using support vector machines ", 1999,page 188.
7. C. Burfoot and T. Baldwin, "Automatic Satire Detection: Are You Having a Laugh?", in Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, pages 161-164.
8. Chee-Hong Chan, Aixin Sun, EE-Peng Lim, "Automated Online News Classification with Personalization", in Proceedings 4th International Conference of Asian Digital Library, 2001, pages 320-329.