Comprehension of polarity of articles by citation sentiment analysis using TF-IDF and ML classifiers

Comprehension of polarity of articles by citation sentiment analysis using TF-IDF and ML classifiers

Sentiment analysis has been researched extensively during the last few years, however, the sentiment analysis of citations in a research article is an unexplored research area. Sentiment analysis of citations can provide new applications in bibliometrics and provide insights for a better understandi...

Full description

Bibliographic Details
Main Authors: Musarat Karim, Malik Muhammad Saad Missen, Muhammad Umer, Alisha Fida, Ala’ Abdulmajid Eshmawi, Abdullah Mohamed, Imran Ashraf
Format: Article
Language:English
Published: PeerJ Inc. 2022-12-01
Series:PeerJ Computer Science
Subjects:
Citation sentiment analysis
SMOTE
Machine learning
Term frequency-inverse document frequency
Dataset balancing
Online Access:https://peerj.com/articles/cs-1107.pdf

Internet

https://peerj.com/articles/cs-1107.pdf

Similar Items