A Spanish semantic orientation approach to domain adaptation for polarity classification

作者：Dolores Molina Gonzalez M; Martinez Camara Eugenio^*; Teresa Martin Valdivia M; Alfonso Urena Lopez L

来源：Information Processing & Management, 2015, 51(4): 520-531.

DOI：10.1016/j.ipm.2014.10.002

• Spanish opinion mining
• Sentiment lexicon
• Domain adaptation

One of the problems of opinion mining is the domain adaptation of the sentiment classifiers. There are several approaches to tackling this problem. One of these is the integration of a list of opinion bearing words for the specific domain. This paper presents the generation of several resources for domain adaptation to polarity detection. On the other hand, the lack of resources in languages different from English has orientated our work towards developing sentiment lexicons for polarity classifiers in Spanish. The results show the validity of the new sentiment lexicons, which can be used as part of a polarity classifier.

• 出版日期2015-7