专题:Sentiment Analysis and Opinion Mining

This cluster of papers focuses on sentiment analysis and opinion mining, particularly in the context of social media and text mining. It covers various techniques such as lexicon-based methods, deep learning, aspect-based sentiment analysis, and machine learning for analyzing emotions and opinions in textual data from platforms like Twitter. The research also delves into emotion recognition and the impact of sentiment analysis on public perception.
最新文献
EmoXpt: Analyzing Emotional Variances in Human Comments and LLM-Generated Responses

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COVID-19 on YouTube: A Data-Driven Analysis of Sentiment, Toxicity, and Content Recommendations

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Dynamic Feature Fusion: Combining Global Graph Structures and Local Semantics for Blockchain Phishing Detection

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RoBERTa-BiLSTM: A Context-Aware Hybrid Model for Sentiment Analysis

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Machine Learning- and Deep Learning-Based Multi-Model System for Hate Speech Detection on Facebook

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Emotion based music recommendation system

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From words to Insights: Text analysis in business research

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Sentiment Diffusion in Online Social Networks: A Survey from the Computational Perspective

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Contrastive-Based Removal of Negative Information in Multimodal Emotion Analysis

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Aspect-Based Sentiment Analysis of Amazon Product Reviews Using Machine Learning Models and Hybrid Feature Engineering

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近5年高被引文献
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

review Full Text OpenAlex 2365 FWCI65.159

SimCSE: Simple Contrastive Learning of Sentence Embeddings

article Full Text OpenAlex 1970 FWCI177.288

Coronavirus Pandemic (COVID-19)

article Full Text OpenAlex 1625 FWCI152.712

Twitter Sentiment Analysis: The Good the Bad and the OMG!

article Full Text OpenAlex 1237 FWCI23.861

Deep Learning--based Text Classification

review Full Text OpenAlex 1130 FWCI23.243

Modeling Public Mood and Emotion: Twitter Sentiment and Socio-Economic Phenomena

article Full Text OpenAlex 952 FWCI16.203

A survey on sentiment analysis methods, applications, and challenges

article Full Text OpenAlex 877 FWCI108.108

A comprehensive survey on sentiment analysis: Approaches, challenges and trends

article Full Text OpenAlex 709 FWCI67.144

A review on sentiment analysis and emotion detection from text

review Full Text OpenAlex 579 FWCI11.216

A Machine Learning Approach to Twitter User Classification

article Full Text OpenAlex 540 FWCI8.657