Improving aspect-based sentiment analysis with Knowledge-aware Dependency Graph Network

H Wu, C Huang, S Deng - Information Fusion, 2023 - Elsevier
Aspect-based sentiment analysis (ABSA) aims to mine multiple sentiment–target pairs
contained in a review sentence. The main challenge of this task is how to extract the …

[HTML][HTML] Breaking down linguistic complexities: A structured approach to aspect-based sentiment analysis

K Ahmed, MI Nadeem, Z Zheng, D Li, I Ullah… - Journal of King Saud …, 2023 - Elsevier
Aspect-based sentiment analysis refers to the task of determining the sentiment polarity
associated with particular aspects mentioned in a sentence or document. Previous studies …

A semi-supervised short text sentiment classification method based on improved Bert model from unlabelled data

H Zou, Z Wang - Journal of Big Data, 2023 - Springer
Short text information has considerable commercial value and immeasurable social value.
Natural language processing and short text sentiment analysis technology can organize and …

[PDF][PDF] Optimization of Sentiment Analysis Using Teaching-Learning Based Algorithm.

A Muhammad, S Abdullah… - Computers, Materials & …, 2021 - cdn.techscience.cn
Feature selection and sentiment analysis are two common studies that are currently being
conducted; consistent with the advancements in computing and growing the use of social …

Syntax-type-aware graph convolutional networks for natural language understanding

C Du, J Wang, H Sun, Q Qi, J Liao - Applied Soft Computing, 2021 - Elsevier
The structure of a sentence conveys rich linguistic knowledge and has proven useful for
natural language understanding. In this paper, we aim to incorporate syntactical constraints …

[Retracted] The Validity of Marketing Strategy of Tourist Attractions Based on Experiential Marketing

M Song, T Niu, L Wang, X Wang - Security and Communication …, 2022 - Wiley Online Library
With the development of economy, people's demand for travel is also increasing. They are
no longer satisfied with the single standardized travel products of travel agencies and begin …

Consumer product recommendation system using adapted PSO with federated learning method

GG Devarajan, SM Nagarajan, A Daniel… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In this paper, we proposed adapted particle swarm optimization integrated federated
learning-based sentiment analysis integrated deep learning (aPSO-FLSADL) model for …

Sentiment analysis of COP9-related tweets: a comparative study of pre-trained models and traditional techniques

S Elmitwalli, J Mehegan - Frontiers in big Data, 2024 - frontiersin.org
Introduction Sentiment analysis has become a crucial area of research in natural language
processing in recent years. The study aims to compare the performance of various sentiment …

The impact of news sentiment indicators on agricultural product prices

JL Xu, YL Hsu - Computational Economics, 2022 - Springer
Agricultural product prices have a great influence on the production value of a country, with
significant economic impacts on farmers and consumers. This research uses weather data …

TRIPADVISOR KULLANICILARININ TÜRKÇE VE İNGİLİZCE YORUMLARI KAPSAMINDA DUYGU ANALİZİ YÖNTEMLERİNİN KARŞILAŞTIRMALI ANALİZİ

H Polat, Y Ağca - Abant sosyal bilimler dergisi, 2022 - dergipark.org.tr
Araştırmanın amacı, TripAdvisor kullanıcılarının Türkçe ve İngilizce yorumlarındaki duygusal
eğilimlerin ortaya çıkarılması ve sınıflandırılmasında kullanılan duygu analizi yöntemlerini …