Showing posts with label lexicon. Show all posts
Showing posts with label lexicon. Show all posts
Cyberbullying Detection Based on Emotion
. Abstract: Due to the detrimental consequences caused by cyberbullying, a great deal of research has been undertaken to propose effective ...
Machine Learning and Lexicon Approach to Texts Processing in the Detection of Degrees of Toxicity in Online Discussions
*** Abstract: This article focuses on the problem of detecting toxicity in online discussions. Toxicity is currently a serious problem when...
A multi-label emoji classification method using balanced pointwise mutual information-based feature selection
*** Abstract: The availability of social media such as twitter allows users to express their feeling, emotions and opinions toward a topic. ...
Construction of English Translation Model Based on Neural Network Fuzzy Semantic Optimal Control
*** Abstract: This work addresses four aspects of the English translation model: consistency, model structure, semantic understanding, and k...
Climate Change Sentiment Analysis Using Lexicon, Machine Learning and Hybrid Approaches
*** Abstract: The emissions of greenhouse gases, such as carbon dioxide, into the biosphere have the consequence of warming up the planet, h...
Political Hate Speech Detection and Lexicon Building: A Study in Taiwan
*** Abstract: There is the minimal restriction to users’ speech in cyberspace. The Internet provides a space where people can freely prese...
Lexicon-Based vs. Bert-Based Sentiment Analysis: A Comparative Study in Italian
*** Abstract: Recent evolutions in the e-commerce market have led to an increasing importance attributed by consumers to product reviews mad...
Tracing the Emotional Roadmap of Depressive Users on Social Media Through Sequential Pattern Mining
*** Depression is one of the most growing health disorders, generating social and economic problems. The affective computing models focus o...
Lexical Sense Labeling and Sentiment Potential Analysis Using Corpus-Based Dependency Graph
*** Abstract: This paper describes a graph method for labeling word senses and identifying lexical sentiment potential by integrating the co...
A Training-Optimization-Based Method for Constructing Domain-Specific Sentiment Lexicon
*** Abstract: Sentiment analysis has been widely used in text mining of social media to discover valuable information from user reviews. Se...
Lexicon-Enhanced Attention Network Based on Text Representation for Sentiment Classification
*** Abstract Text representation learning is an important but challenging issue for various natural language processing tasks. Recently, de...
DepecheMood++: A Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques
*** Abstract: Several lexica for sentiment analysis have been developed; while most of these come with word polarity annotations (e.g., posi...
Sentiment Lexicon Construction With Hierarchical Supervision Topic Model
*** Abstract In this paper, we propose a novel hierarchical supervision topic model to construct a topic-adaptive sentiment lexicon TaSL fo...
Measuring Emotion in Parliamentary Debates with Automated Textual Analysis
*** Abstract: An impressive breadth of interdisciplinary research suggests that emotions have an influence on human behavior. Nonetheless, ...
Lexicon based feature extraction for emotion text classification
*** Abstract: General Purpose Emotion Lexicons (GPELs) that associate words with emotion categories remain a valuable resource for emotion a...
Lexicon-Based Sentiment Analysis of Teachers’ Evaluation
*** Abstract: The end of the course evaluation has become an integral part of education management in almost every academic institution. Th...
Comprehensive Study on Lexicon-based Ensemble Classification Sentiment Analysis
*** Abstract: We propose a novel method for counting sentiment orientation that outperforms supervised learning approaches in time and memor...
A Classifier Based Approach to Emotion Lexicon Construction
*** Abstract: The present task of developing an emotion lexicon shows the differences from the existing solutions by considering the definit...
Lexicon construction: A topic model approach
*** Abstract: Sentiment Analysis has been an interesting task of web content mining these years due to rapid growth of user generating conte...
WordNet: a lexical database for English
*** Abstract: Because meaningful sentences are composed of meaningful words, any system that hopes to process natural languages as people do...
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