Opinion Mining and Sentiment Analysis
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Summary
This survey covers techniques and approaches that promise to directly enable opinion-oriented information-seeking systems and focuses on methods that seek to address the new challenges raised by sentiment-aware applications, as compared to those that are already present in more traditional fact-based analysis.
- Type
- book
- Published
- 2008-07-08
- Cited by
- 4,972
- References
- 340
- OpenAlex
- https://openalex.org/W2097726431
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:207178694
Keywords
Sentiment analysis, Automatic summarization, Popularity, Data science, Computer science
References
- Coupling Niche Browsers and Affect Analysis for an Opinion Mining Application
- Methods for Creating Semantic Orientation Dictionaries
- SENTIWORDNET: A Publicly Available Lexical Resource for Opinion Mining
- Multi-Document Summarization of Evaluative Text
- Crystal: Analyzing Predictive Opinions on the Web
- Low-Quality Product Review Detection in Opinion Summarization
- Style-based Text Categorization: What Newspaper Am I Reading?
- Detecting Arguing and Sentiment in Meetings
- Predictive Value of Stock Message Board Sentiments
- Fuzzy Typing for Document Management
- Automatic Extraction of Opinion Propositions and their Holders
- Sentiment Analysis using Support Vector Machines with Diverse Information Sources
- Mining WordNet for a Fuzzy Sentiment: Sentiment Tag Extraction from WordNet Glosses
- Spin: Lexical Semantics, Transitivity, and the Identification of Implicit Sentiment
- Mining Comparative Sentences and Relations
- Multiple Aspect Ranking Using the Good Grief Algorithm
- Identifying Collocations for Recognizing Opinions
- The TREC Blogs06 Collection: Creating and Analysing a Blog Test Collection
- Identifying Opinion Holders for Question Answering in Opinion Texts
- Using Very Simple Statistics for Review Search: An Exploration
Cited by
- A modular architecture for systematic text categorisation
- What Matters Most? How Tone in Initial Public Offering Filings and Pre-IPO News Influences Stock Market Returns
- Correlación del Sentimiento Negativo y Positivo de comentarios Publicados en Twitter (Negative and Positive Sentiment Correlation on Comments Published on Twitter)
- Three Hybrid Classifiers for the Detection of Emotions in Suicide Notes
- Introduction on health recommender systems.
- How "good" is bad News? Exploring Sentiments of Corporate Disclosures
- The Use of Geonarratives to Add Context to Fine Scale Geospatial Research
- Sentiment Learning from Imbalanced Dataset: An Ensemble Based Method
- News Media Sentiment of Data Breaches
- Combining Granularity-based Topic-Dependent and Topic-Independent Evidences for Opinion Detection
- Machine learning in health informatics: making better use of domain experts
- A Business Intelligence Perspective on the Future Internet
- A Machine Learning System for Understanding Appraisal in Design Documents
- ANALYZING RESPONSES TO OPEN ENDED QUESTIONS FOR SPIRIT USING ASPECT ORIENTED SENTIMENT ANALYSIS
- Detecting Implicit Expressions of Sentiment in Text Based on Commonsense Knowledge
- Data Mining for Tweet Sentiment Classification
- Evaluation of LibSVM and mutual information matching classifiers for multi-domain sentiment analysis
- Applications of latent variable models in modeling influence and decision making
- Automated Discovery of Social Networks in Online Learning Communities
- Catching Fire: Start-Ups in the Text Analytics Software Industry
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