Mining the peanut gallery: opinion extraction and semantic classification of product reviews
WWW '03 Proceedings of the 12th international conference on World Wide Web
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Fuzzy semantics for direction relations between composite regions
Information Sciences—Informatics and Computer Science: An International Journal
Sentiment Mining in WebFountain
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Proceedings of the 11th international conference on Intelligent user interfaces
Emotion recognition from text using semantic labels and separable mixture models
ACM Transactions on Asian Language Information Processing (TALIP)
A sentimental education: sentiment analysis using subjectivity summarization based on minimum cuts
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Deeper sentiment analysis using machine translation technology
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Categorization and analysis of text in computer mediated communication archives using visualization
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Sentiment analysis in multiple languages: Feature selection for opinion classification in Web forums
ACM Transactions on Information Systems (TOIS)
Assessing Sentiment of Text by Semantic Dependency and Contextual Valence Analysis
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
Textual Affect Sensing for Sociable and Expressive Online Communication
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
Ontology-Driven Affective Chinese Text Analysis and Evaluation Method
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
User Study of AffectIM, an Emotionally Intelligent Instant Messaging System
IVA '08 Proceedings of the 8th international conference on Intelligent Virtual Agents
SENTIMENT ASSESSMENT OF TEXT BY ANALYZING LINGUISTIC FEATURES AND CONTEXTUAL VALENCE ASSIGNMENT
Applied Artificial Intelligence
Opinion Mining and Sentiment Analysis
Foundations and Trends in Information Retrieval
A survey on sentiment detection of reviews
Expert Systems with Applications: An International Journal
Intelligent steganalytic system: application on natural language environment
WSEAS Transactions on Systems and Control
Recognition of affect conveyed by text messaging in online communication
OCSC'07 Proceedings of the 2nd international conference on Online communities and social computing
The balancing Choquet integral
Fuzzy Sets and Systems
Improving mood classification in music digital libraries by combining lyrics and audio
Proceedings of the 10th annual joint conference on Digital libraries
Leveraging sentiment analysis for topic detection
Web Intelligence and Agent Systems
Emotion analysis using latent affective folding and embedding
CAAGET '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text
Identifying emotions, intentions, and attitudes in text using a game with a purpose
CAAGET '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text
Construction of a sentimental word dictionary
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Emotion Sensitive News Agent (ESNA): A system for user centric emotion sensing from the news
Web Intelligence and Agent Systems
Expert Systems with Applications: An International Journal
Affect analysis model: Novel rule-based approach to affect sensing from text
Natural Language Engineering
Construction and evaluation of Chinese emotion classification model
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Detecting emotions in social affective situations using the emotinet knowledge base
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
EmotiNet: a knowledge base for emotion detection in text built on the appraisal theories
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Expert Systems with Applications: An International Journal
Emotion estimation and reasoning based on affective textual interaction
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Detecting implicit expressions of sentiment in text based on commonsense knowledge
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Sentimatrix: multilingual sentiment analysis service
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Deciphering word-of-mouth in social media: Text-based metrics of consumer reviews
ACM Transactions on Management Information Systems (TMIS)
Sentiment tagging of adjectives at the meaning level
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Trialing cartoons: Teachers' attitudes towards animation as an ELT instructional tool
Computers & Education
Artificial immune system for illicit content identification in social media
Journal of the American Society for Information Science and Technology
Evaluating sentiment in financial news articles
Decision Support Systems
From once upon a time to happily ever after: Tracking emotions in mail and books
Decision Support Systems
Detecting implicit expressions of emotion in text: A comparative analysis
Decision Support Systems
Visualizing the affective structure of students interaction
ICHL'12 Proceedings of the 5th international conference on Hybrid Learning
Annotating expressions of Appraisal in English
Language Resources and Evaluation
Product Comparison Networks for Competitive Analysis of Online Word-of-Mouth
ACM Transactions on Management Information Systems (TMIS)
Employing hierarchical Bayesian networks in simple and complex emotion topic analysis
Computer Speech and Language
Editorial: Detecting implicit expressions of affect in text using EmotiNet and its extensions
Data & Knowledge Engineering
A fuzzy-oriented sentic analysis to capture the human emotion in Web-based content
Knowledge-Based Systems
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We propose a novel, convenient fusion of natural language processing and fuzzy logic techniques for analyzing the affect content in free text. Our main goals are fast analysis and visualization of affect content for decision making. The main linguistic resource for fuzzy semantic typing is the fuzzy-affect lexicon, from which other important resources, the fuzzy thesaurus and affect category groups, are generated. Free text is tagged with affect categories from the lexicon and the affect categories' centralities and intensities are combined using techniques from fuzzy logic to produce affect sets: fuzzy sets representing the affect quality of a document. We show different aspects of affect analysis using news content and movie reviews. Our experiments show a good correspondence between affect sets and human judgments of affect content. We ascribe this to the representation of ambiguity in our fuzzy affect lexicon and the ability of fuzzy logic to deal successfully with the ambiguity of words in a natural language