Relational Propagation of Word Sentiment in WordNet.

Andrzej Misiaszek,Tomasz Kajdanowicz,Przemyslaw Kazienko,Maciej Piasecki

Proceedings of the 10th International Conference on Cooperative Design, Visualization, and Engineering - Volume 8091（2013）

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摘要

Sentiment analysis is a relatively new engineering problem in the domain of Natural Language Processing. Its crucial tool are sentiment polarities assigned to synsets synonym sets corresponding to abstract meanings existing the natural language. Synsets, together with their lexico-semantic relations are the essential components of every WordNet. The main idea of a new approach to sentiment assignment in WordNet based on relational propagation is presented in the paper.

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关键词

sentiment analysis, classification, wordnet, sentiwordnet, relational machine learning, relational propagation, lexico-semantic relations, cooperative applications

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