Enriching semantic knowledge bases for opinion mining in big data applications

作者: A. Weichselbraun , S. Gindl , A. Scharl

DOI: 10.1016/J.KNOSYS.2014.04.039

关键词: Big dataContextualizationSentiment analysisComputer scienceWordNetKnowledge extractionContext (language use)Web intelligenceCommonsense knowledgeInformation retrievalSocial web

摘要: … the ambiguous term’s interpretation. The evaluation corpus contained 897 positive and 725 … sentiment terms and context information to help interpret their usage in the current document…

参考文章(24)
Robert Speer, Catherine Havasi, None, ConceptNet 5: A Large Semantic Network for Relational Knowledge The People's Web Meets NLP. pp. 161- 176 ,(2013) , 10.1007/978-3-642-35085-6_6
Gambäck Björn, Amitava Das, Sentimantics: Conceptual Spaces for Lexical Sentiment Polarity Representation with Contextuality meeting of the association for computational linguistics. pp. 38- 46 ,(2012)
Dheeraj Rajagopal, Erik Cambria, Daniel Olsher, Kenneth Kwok, A graph-based approach to commonsense concept extraction and semantic similarity detection the web conference. pp. 565- 570 ,(2013) , 10.1145/2487788.2487995
Andrea Esuli, Stefano Baccianella, Fabrizio Sebastiani, SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining. language resources and evaluation. ,(2010)
Erik Cambria, Andrew Livingstone, Amir Hussain, The Hourglass of Emotions Cognitive Behavioural Systems. pp. 144- 157 ,(2012) , 10.1007/978-3-642-34584-5_11
Albert Weichselbraun, Arno Scharl, Stefan Gindl, Cross-Domain Contextualization of Sentiment Lexicons european conference on artificial intelligence. pp. 771- 776 ,(2010)
Xiaowen Ding, Bing Liu, Philip S. Yu, A holistic lexicon-based approach to opinion mining web search and data mining. pp. 231- 240 ,(2008) , 10.1145/1341531.1341561
Albert Weichselbraun, Stefan Gindl, Arno Scharl, Extracting and Grounding Contextualized Sentiment Lexicons IEEE Intelligent Systems. ,vol. 28, pp. 39- 46 ,(2013) , 10.1109/MIS.2013.41
Angela Charng-Rurng Tsai, Chi-En Wu, Richard Tzong-Han Tsai, Jane Yung-jen Hsu, Building a Concept-Level Sentiment Dictionary Based on Commonsense Knowledge IEEE Intelligent Systems. ,vol. 28, pp. 22- 30 ,(2013) , 10.1109/MIS.2013.25
Erik Cambria, Bebo White, Jumping NLP Curves: A Review of Natural Language Processing Research [Review Article] IEEE Computational Intelligence Magazine. ,vol. 9, pp. 48- 57 ,(2014) , 10.1109/MCI.2014.2307227