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Sentiment analysis and opinion mining: on optimal parameters and performances

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/asi.21234openalex-snapshot
Introduction to Information Retrieval
inferredcites →https://doi.org/10.1007/978-1-4899-7687-1_907openalex-snapshot
Sentiment Analysis and Opinion Mining
inferredcites →https://doi.org/10.1007/978-3-031-02145-9openalex-snapshot
Sentiment Analysis and Opinion Mining
inferredcites →https://doi.org/10.1007/s10115-013-0652-8openalex-snapshot
On the difficulty of automatically detecting irony: beyond a simple case of negation
inferredcites →https://doi.org/10.1073/pnas.0307752101openalex-snapshot
Finding scientific topics
inferredcites →https://doi.org/10.1109/mis.2013.30openalex-snapshot
New Avenues in Opinion Mining and Sentiment Analysis
inferredcites →https://doi.org/10.1145/1341531.1341561openalex-snapshot
A holistic lexicon-based approach to opinion mining
inferredcites →https://doi.org/10.1162/coli_a_00049openalex-snapshot
Lexicon-Based Methods for Sentiment Analysis
inferredcites →https://doi.org/10.1198/004017007000000245openalex-snapshot
Large-Scale Bayesian Logistic Regression for Text Categorization
inferredcites →https://doi.org/10.1609/aaai.v26i1.8353openalex-snapshot
Emoticon Smoothed Language Models for Twitter Sentiment Analysis
inferredcites →https://doi.org/10.1609/aaai.v28i1.8930openalex-snapshot
Adaptive Multi-Compositionality for Recursive Neural Models with Applications to Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/d13-1170openalex-snapshot
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
inferredcites →https://doi.org/10.21437/interspeech.2012-65openalex-snapshot
LSTM neural networks for language modeling
inferredcites →https://doi.org/10.30019/ijclclp.200706.0001openalex-snapshot
Using a Generative Model for Sentiment Analysis
inferredcites →https://doi.org/10.3115/1118693.1118704openalex-snapshot
Thumbs up?
inferredcites →https://doi.org/10.3115/1218955.1218990openalex-snapshot
A sentimental education
inferredcites →https://doi.org/10.3115/v1/e14-3007openalex-snapshot
Modelling Irony in Twitter

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Stacked denoising autoencoders for sentiment analysis: a review
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A review on sentiment discovery and analysis of educational big‐data
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Data and text mining from online reviews: An automatic literature analysis
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Graph-Based Clustering Approach for Economic and Financial Event Detection Using News Analytics Data
inferred← citeshttps://doi.org/10.1007/978-3-031-04112-9_17openalex-snapshot
An Automated Approach for Analysing Students Feedback Using Sentiment Analysis Techniques
inferred← citeshttps://doi.org/10.1007/978-3-031-07012-9_7openalex-snapshot
A Two-Phase Classifier Model for Predicting the Drug Satisfaction of the Patients Based on Their Sentiments
inferred← citeshttps://doi.org/10.1007/978-3-319-66429-3_2openalex-snapshot
Big Data, Deep Learning – At the Edge of X-Ray Speaker Analysis
inferred← citeshttps://doi.org/10.1007/978-3-319-77116-8_20openalex-snapshot
Reading the Author and Speaker: Towards a Holistic and Deep Approach on Automatic Assessment of What is in One’s Words
inferred← citeshttps://doi.org/10.1007/978-3-319-96247-4_26openalex-snapshot
Company Co-mention Network Analysis
inferred← citeshttps://doi.org/10.1007/978-3-319-99365-2_6openalex-snapshot
Attention Aware Bidirectional Gated Recurrent Unit Based Framework for Sentiment Analysis
inferred← citeshttps://doi.org/10.1007/978-981-16-3476-5_5openalex-snapshot
Socio-Cognitive Language Processing for Special User Groups
inferred← citeshttps://doi.org/10.1007/978-981-99-2746-3_34openalex-snapshot
Fine-Tuned XLNet: A Transfer Learning Model for MOOCs Evaluation Using Forum Posts
inferred← citeshttps://doi.org/10.1007/s10462-022-10386-zopenalex-snapshot
Survey on sentiment analysis: evolution of research methods and topics
inferred← citeshttps://doi.org/10.1007/s12193-018-0270-6openalex-snapshot
Three recent trends in Paralinguistics on the way to omniscient machine intelligence
inferred← citeshttps://doi.org/10.1007/s13042-016-0596-xopenalex-snapshot
Cross-domain comparison of algorithm performance in extracting aspect-based opinions from Chinese online reviews
inferred← citeshttps://doi.org/10.1007/s13735-023-00308-2openalex-snapshot
Sentiment analysis using deep learning techniques: a comprehensive review
inferred← citeshttps://doi.org/10.1016/j.asoc.2019.105756openalex-snapshot
Modeling the process of shaping the public opinion through Multilevel Fuzzy Cognitive Maps
inferred← citeshttps://doi.org/10.1016/j.chb.2026.108904openalex-snapshot
Evaluating human-based and large language model-based content analysis: A case study on negative word-of-mouth classification in social media
inferred← citeshttps://doi.org/10.1016/j.ipm.2016.07.001openalex-snapshot
Analytical mapping of opinion mining and sentiment analysis research during 2000–2015
inferred← citeshttps://doi.org/10.1016/j.knosys.2021.107134openalex-snapshot
A comprehensive survey on sentiment analysis: Approaches, challenges and trends
inferred← citeshttps://doi.org/10.1038/s41598-025-03875-yopenalex-snapshot
A novel approach for multiclass sentiment analysis on Chinese social media with ERNIE-MCBMA
inferred← citeshttps://doi.org/10.1080/15420353.2020.1719266openalex-snapshot
Reactions vs. Reality: Using Sentiment Analysis to Measure University Students’ Responses to Learning ArcGIS
inferred← citeshttps://doi.org/10.1088/1742-6596/2024/1/012046openalex-snapshot
Target-oriented Opinion Words Extraction via graph convolutional network
inferred← citeshttps://doi.org/10.1108/k-04-2024-0914openalex-snapshot
MAMSC: a semantic enhanced representation model for public opinion key node recognition based on multianchor mapping in semantic communities
inferred← citeshttps://doi.org/10.1108/whatt-03-2024-0044openalex-snapshot
The world from the perspective of digital nomads: exploring sentiments in destination reviews
inferred← citeshttps://doi.org/10.1109/icacctech65084.2024.00012openalex-snapshot
Sentiment Analysis: An In-Depth Review of Current Insights, Challenges, and Open Issues
inferred← citeshttps://doi.org/10.1109/icassp.2019.8683801openalex-snapshot
Context Modelling Using Hierarchical Attention Networks for Sentiment and Self-assessed Emotion Detection in Spoken Narratives
inferred← citeshttps://doi.org/10.1109/iccit64611.2024.11021928openalex-snapshot
Sentiment Analysis of Beauty Product Reviews in Bangladesh: A Comprehensive Study Using Transformer-Based Models
inferred← citeshttps://doi.org/10.1109/isctech63666.2024.10845409openalex-snapshot
SentiGCN: Graph Contrastive Learning for Recommendation Based on Sentiment Analysis
inferred← citeshttps://doi.org/10.1109/pdgc64653.2024.10984113openalex-snapshot
Analysis on Movie Reviews: A Comparative Study
inferred← citeshttps://doi.org/10.1109/tetci.2023.3246559openalex-snapshot
Topic Integrated Opinion-Based Drug Recommendation With Transformers
inferred← citeshttps://doi.org/10.1109/tmm.2018.2798287openalex-snapshot
MixedEmotions: An Open-Source Toolbox for Multimodal Emotion Analysis
inferred← citeshttps://doi.org/10.1145/2678025.2716265openalex-snapshot
Modelling User Affect and Sentiment in Intelligent User Interfaces
inferred← citeshttps://doi.org/10.1145/3107990.3107997openalex-snapshot
Multimodal user state and trait recognition: an overview
inferred← citeshttps://doi.org/10.1145/3129340openalex-snapshot
Speech emotion recognition
inferred← citeshttps://doi.org/10.11591/ijece.v14i3.pp3382-3393openalex-snapshot
Negation handling for sentiment analysis task: approaches and performance analysis
inferred← citeshttps://doi.org/10.1371/journal.pone.0339563openalex-snapshot
Brand public opinion data analysis method based on deep learning
inferred← citeshttps://doi.org/10.18421/tem94-44openalex-snapshot
Sentiment Analysis towards Actionable Intelligence via Deep Learning
inferred← citeshttps://doi.org/10.18653/v1/2022.emnlp-main.510openalex-snapshot
SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis
inferred← citeshttps://doi.org/10.18653/v1/e17-1096openalex-snapshot
Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis
inferred← citeshttps://doi.org/10.30935/ojcmt/15171openalex-snapshot
Understanding public opinion formation in Southeast Europe: Exploring social forces and communication dynamics
inferred← citeshttps://doi.org/10.33096/ilkom.v15i2.1695.353-357openalex-snapshot
Feature Space Augmentation for Negation Handling on Sentiment Analysis
inferred← citeshttps://doi.org/10.3390/app15052297openalex-snapshot
Comparison of Machine Learning Models for Sentiment Analysis of Big Turkish Web-Based Data
inferred← citeshttps://doi.org/10.4018/978-1-6684-6303-1.ch094openalex-snapshot
Coronavirus Pandemic (COVID-19)
inferred← citeshttps://doi.org/10.4018/978-1-7998-9020-1.ch019openalex-snapshot
CommuniMents
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CommuniMents
inferred← citeshttps://doi.org/10.4018/ijswis.2021040101openalex-snapshot
Coronavirus Pandemic (COVID-19)
inferred← citeshttps://doi.org/10.48550/arxiv.1605.06778openalex-snapshot
openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit
inferred← citeshttps://doi.org/10.48550/arxiv.1908.05434openalex-snapshot
Sex Trafficking Detection with Ordinal Regression Neural Networks
inferred← citeshttps://doi.org/10.52783/jes.2631openalex-snapshot
Computer-Assisted Analysis of Qualitative News Dissemination
inferred← citeshttps://doi.org/10.67537/ajnts2801005openalex-snapshot
Opinion Mining in Albanian Language: A Neural Network Model
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