Leveraging semantics for sentiment polarity detection in social media
作者： Amna Dridi , Diego Reforgiato Recupero
DOI: 10.1007/S13042-017-0727-Z
关键词: Semantics 、 Microblogging 、 Artificial intelligence 、 Written language 、 Affect (linguistics) 、 Computer science 、 Social media 、 Field (computer science) 、 Sentiment analysis 、 Natural language processing 、 Frame semantics
摘要: … First, we aim to evaluate whether our training data with labels derived from frame semantics and lexical resource BabelNet is useful for training sentiment classifiers for social media. …
core.ac.uk
springer.com
sci-hub.se 参考文章(37)
Patrick Paroubek, Alexander Pak, Twitter as a Corpus for Sentiment Analysis and Opinion Mining language resources and evaluation. ,(2010)
Diego Reforgiato Recupero, Erik Cambria, None, ESWC'14 Challenge on Concept-Level Sentiment Analysis Semantic Web Evaluation Challenges. pp. 211- 222 ,(2014) , 10.1007/978-3-319-25518-7_18
Haoran Xie, Xiaodong Li, Tao Wang, Li Chen, Ke Li, Fu Lee Wang, Yi Cai, Qing Li, Huaqing Min, Personalized search for social media via dominating verbal context Neurocomputing. ,vol. 172, pp. 27- 37 ,(2016) , 10.1016/J.NEUCOM.2014.12.109
Diana Maynard, Adam Funk, Automatic detection of political opinions in tweets international semantic web conference. pp. 88- 99 ,(2011) , 10.1007/978-3-642-25953-1_8
Pushpak Bhattacharyya, Subhabrata Mukherjee, WikiSent: weakly supervised sentiment analysis through extractive summarization with wikipedia european conference on machine learning. pp. 774- 793 ,(2012) , 10.1007/978-3-642-33460-3_55
Rebecca Passonneau, Ilia Vovsha, Owen Rambow, Boyi Xie, Apoorv Agarwal, Sentiment Analysis of Twitter Data Proceedings of the Workshop on Language in Social Media (LSM 2011). pp. 30- 38 ,(2011)
Hassan Saif, Yulan He, Harith Alani, Semantic sentiment analysis of twitter international semantic web conference. pp. 508- 524 ,(2012) , 10.1007/978-3-642-35176-1_32
Hassan Saif, Yulan He, Miriam Fernandez, Harith Alani, Semantic Patterns for Sentiment Analysis of Twitter The Semantic Web – ISWC 2014. pp. 324- 340 ,(2014) , 10.1007/978-3-319-11915-1_21
Hassan Saif, Miriam Fernandez, Yulan He, Harith Alani, SentiCircles for Contextual and Conceptual Semantic Sentiment Analysis of Twitter european semantic web conference. pp. 83- 98 ,(2014) , 10.1007/978-3-319-07443-6_7
Xiaodong Li, Haoran Xie, Li Chen, Jianping Wang, Xiaotie Deng, News impact on stock price return via sentiment analysis Knowledge Based Systems. ,vol. 69, pp. 14- 23 ,(2014) , 10.1016/J.KNOSYS.2014.04.022