Sentilo: Frame-Based Sentiment Analysis
作者： Diego Reforgiato Recupero , Valentina Presutti , Sergio Consoli , Aldo Gangemi , Andrea Giovanni Nuzzolese
DOI: 10.1007/S12559-014-9302-Z
关键词: Frame based 、 Linked data 、 Information retrieval 、 Semantics 、 Sentiment analysis 、 Computer science 、 Semantic Web 、 Natural language processing 、 Artificial intelligence 、 Sentence 、 Identity (object-oriented programming) 、 Lexical resource
摘要: Sentilo is an unsupervised, domain-independent system that performs sentiment analysis by hybridizing natural language processing techniques and semantic Web technologies. Given a sentence expressing opinion, recognizes its holder, detects the topics subtopics it targets, links them to relevant situations events referred evaluates expressed on each topic/subtopic. relies novel lexical resource, which enables proper propagation of scores from subtopics, formal model semantics opinion sentences. provides output as RDF graph, whenever possible resolves holders’ topics’ identity Linked Data.
springer.com
sci-hub.se 参考文章(46)
Andrea Esuli, Stefano Baccianella, Fabrizio Sebastiani, SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining. language resources and evaluation. ,(2010)
Nicolas Nicolov, Mark Liberman, James H. Martin, Franco Salvetti, Computational approaches to analyzing weblogs : papers from the AAAI Spring Symposium AAAI Press. ,(2006)
Erik Cambria, Amir Hussain, Catherine Havasi, Chris Eckl, Common sense computing: from the society of mind to digital intuition and beyond BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication. pp. 252- 259 ,(2009) , 10.1007/978-3-642-04391-8_33
Jens Lehmann, Robert Isele, Max Jakob, Anja Jentzsch, Dimitris Kontokostas, Pablo N. Mendes, Sebastian Hellmann, Mohamed Morsey, Patrick van Kleef, Sören Auer, Christian Bizer, DBpedia - A Large-scale, Multilingual Knowledge Base Extracted from Wikipedia Social Work. ,vol. 6, pp. 167- 195 ,(2015) , 10.3233/SW-140134
Aldo Gangemi, Valentina Presutti, Towards a pattern science for the Semantic Web Social Work. ,vol. 1, pp. 61- 68 ,(2010) , 10.3233/SW-2010-0020
Hans Kamp, A Theory of Truth and Semantic Representation Methods in the Study of Language Representation. pp. 329- 369 ,(2008) , 10.1163/9789004252882_014
Minqing Hu, Bing Liu, Mining opinion features in customer reviews national conference on artificial intelligence. pp. 755- 760 ,(2004)
Susan Windisch Brown, Dmitriy Dligach, Martha Palmer, VerbNet Class Assignment as a WSD Task Text, Speech and Language Technology. pp. 203- 216 ,(2014) , 10.1007/978-94-007-7284-7_11
Valentina Presutti, Francesco Draicchio, Aldo Gangemi, Knowledge extraction based on discourse representation theory and linguistic frames knowledge acquisition, modeling and management. ,vol. 7603, pp. 114- 129 ,(2012) , 10.1007/978-3-642-33876-2_12
Andrzej Drygajlo, Marcos Faundez-Zanuy, Julian Fierrez, Javier Ortega-Garcia, Anna Esposito, Biometric Id Management and Multimodal Communication ,(2009)