Is there a language of sentiment? An analysis of lexical resources for sentiment analysis

被引：14
|
作者：
Devitt, Ann [1 ]
Ahmad, Khurshid [1 ]
机构：
[1] Trinity Coll Dublin, Dublin, Ireland
来源：
LANGUAGE RESOURCES AND EVALUATION | 2013年 / 47卷 / 02期
关键词：
Sentiment analysis; Electronic lexica; Corpus analysis; Financial information extraction; EXPRESSIONS; IMPACT;
D O I：
10.1007/s10579-013-9223-6
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
In recent years, sentiment analysis (SA) has emerged as a rapidly expanding field of application and research in the area of information retrieval. In order to facilitate the task of selecting lexical resources for automated SA systems, this paper sets out a detailed analysis of four widely used sentiment lexica. The analysis provides an overview of the coverage of each lexicon individually, the overlap and consistency of the four resources and a corpus analysis of the distribution of the resources' lexical contents in general and specialised language. This work aims to explore the characteristics of affective language as represented by these lexica and the implications of the findings for developers of SA systems.
引用
收藏
页码：475 / 511
页数：37
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