Construct-Based Sentiment Analysis Model

被引：1

作者：

Singh, Smriti ^{[1
]}

Rout, Jitendra Kumar ^{[1
]}

Jena, Sanjay Kumar ^{[1
]}

机构：

[1] Natl Inst Technol, Sundargarh 769008, Odisha, India

来源：

PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SIGNAL, NETWORKS, COMPUTING, AND SYSTEMS (ICSNCS 2016), VOL 2 | 2016年 / 396卷

关键词：

Opinion mining; Sentiment analysis; Natural language processing;

D O I：

10.1007/978-81-322-3589-7_18

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Expression of opinions is basic human nature. With the advent of various online platforms, this expression has largely taken digital form. More often than not, it is in the interest of enterprises and individuals to know the sentiment of these opinions, be them in the form of reviews, blogs or articles. Given the humungous amount of this data, it becomes essential to analyze it programmatically and with accuracy. The paper looks at various methods of doing this and also suggests one which takes into account the sentence constructs and the way the sentences are framed. One of the primary concerns is also to detect and handle negations and contradictions occurring in the sentences.

引用

页码：171 / 178

页数：8

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