WordNet Semantic Relations Based Enhancement of KNN Model for Implicit Aspect Identification in Sentiment Analysis

WordNet Semantic Relations Based Enhancement of KNN Model for Implicit Aspect Identification in Sentiment Analysis

Abstract Opinion mining or sentiment analysis (SA) is a key component of real-world applications for e-commerce organizations, manufacturers, and customers. SA deals with the computational evaluation of people’s views, thoughts, and feelings in the text, whether they are visible or concealed. The As...

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Bibliographic Details
Main Authors: Halima Benarafa, Mohammed Benkhalifa, Moulay Akhloufi
Format: Article
Language:English
Published: Springer 2023-01-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Implicit aspect-based sentiment analysis
Machine learning
Supervised approaches
WordNet
K-nearest neighbors
Lesk algorithm
Online Access:https://doi.org/10.1007/s44196-022-00164-8

Internet

https://doi.org/10.1007/s44196-022-00164-8

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