Direction-based text interpretation as an information access refinement
Text-based intelligent systems
On the computation of point of view
AAAI'94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 2)
A maximum entropy approach to natural language processing
Computational Linguistics
PHOAKS: a system for sharing recommendations
Communications of the ACM
Inducing Features of Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
On the Optimality of the Simple Bayesian Classifier under Zero-One Loss
Machine Learning - Special issue on learning with probabilistic representations
Making large-scale support vector machine learning practical
Advances in kernel methods
Virtual reviewers for collaborative exploration of movie reviews
Proceedings of the 5th international conference on Intelligent user interfaces
Genre Classification and Domain Transfer for Information Filtering
Proceedings of the 24th BCS-IRSG European Colloquium on IR Research: Advances in Information Retrieval
Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
The grammar of sense: Using part-of-speech tags as a first step in semantic disambiguation
Natural Language Engineering
Automatic detection of text genre
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Predicting the semantic orientation of adjectives
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Effects of adjective orientation and gradability on sentence subjectivity
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Recognizing text genres with simple metrics using discriminant analysis
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
A decision tree of bigrams is an accurate predictor of word sense
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Smokey: automatic recognition of hostile messages
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Mining the peanut gallery: opinion extraction and semantic classification of product reviews
WWW '03 Proceedings of the 12th international conference on World Wide Web
Mining newsgroups using networks arising from social behavior
WWW '03 Proceedings of the 12th international conference on World Wide Web
Measuring praise and criticism: Inference of semantic orientation from association
ACM Transactions on Information Systems (TOIS)
Sentiment analysis: capturing favorability using natural language processing
Proceedings of the 2nd international conference on Knowledge capture
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Augmenting Naive Bayes Classifiers with Statistical Language Models
Information Retrieval
Mining and summarizing customer reviews
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Mining Online Deal Forums for Hot Deals
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Editorial: special issue on web content mining
ACM SIGKDD Explorations Newsletter
Sentiment Mining in WebFountain
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Opinion observer: analyzing and comparing opinions on the Web
WWW '05 Proceedings of the 14th international conference on World Wide Web
Deriving marketing intelligence from online discussion
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Determining the semantic orientation of terms through gloss classification
Proceedings of the 14th ACM international conference on Information and knowledge management
Using appraisal groups for sentiment analysis
Proceedings of the 14th ACM international conference on Information and knowledge management
Computational Linguistics
Deriving quantitative overviews of free text assessments on the web
Proceedings of the 11th international conference on Intelligent user interfaces
Proceedings of the 11th international conference on Intelligent user interfaces
Learning subjective nouns using extraction pattern bootstrapping
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Learning extraction patterns for subjective expressions
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Understanding how bloggers feel: recognizing affect in blog posts
CHI '06 Extended Abstracts on Human Factors in Computing Systems
Probabilistic, object-oriented logics for annotation-based retrieval in digital libraries
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
Multidimensional text analysis for eRulemaking
dg.o '06 Proceedings of the 2006 international conference on Digital government research
Using natural language processing to improve eRulemaking: project highlight
dg.o '06 Proceedings of the 2006 international conference on Digital government research
A framework to predict the quality of answers with non-textual features
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Identifying comparative sentences in text documents
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
You are what you say: privacy risks of public mentions
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Identifying commented passages of documents using implicit hyperlinks
Proceedings of the seventeenth conference on Hypertext and hypermedia
Single-pass online learning: performance, voting schemes and online feature selection
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Reducing the human overhead in text categorization
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Using cocitation information to estimate political orientation in web documents
Knowledge and Information Systems
Movie review mining and summarization
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Utility scoring of product reviews
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
The sentimental factor: improving review classification via human-provided information
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
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
Incorporating topic information into sentiment analysis models
ACLdemo '04 Proceedings of the ACL 2004 on Interactive poster and demonstration sessions
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Deeper sentiment analysis using machine translation technology
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Determining the sentiment of opinions
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Extracting product features and opinions from reviews
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Identifying sources of opinions with conditional random fields and extraction patterns
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Multi-perspective question answering using the OpQA corpus
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Identifying and analyzing judgment opinions
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Identifying perspectives at the document and sentence levels using statistical models
NAACL-DocConsortium '06 Proceedings of the 2006 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume: doctoral consortium
Stylistic text classification using functional lexical features: Research Articles
Journal of the American Society for Information Science and Technology
Topic sentiment mixture: modeling facets and opinions in weblogs
Proceedings of the 16th international conference on World Wide Web
Identifying and classifying subjective claims
dg.o '07 Proceedings of the 8th annual international conference on Digital government research: bridging disciplines & domains
Understanding user behavior in online feedback reporting
Proceedings of the 8th ACM conference on Electronic commerce
Categorization and analysis of text in computer mediated communication archives using visualization
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Linear feature-based models for information retrieval
Information Retrieval
Computational Linguistics
Automatic construction of polarity-tagged corpus from HTML documents
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Automatic identification of pro and con reasons in online reviews
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Whose thumb is it anyway?: classifying author personality from weblog text
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Proceedings of the 11th international conference on Artificial intelligence and law
ARSA: a sentiment-aware model for predicting sales performance using blogs
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
World knowledge in broad-coverage information filtering
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Show me the money!: deriving the pricing power of product features by mining consumer reviews
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Designing novel review ranking systems: predicting the usefulness and impact of reviews
Proceedings of the ninth international conference on Electronic commerce
Filtering product reviews from web search results
Proceedings of the 2007 ACM symposium on Document engineering
Information acquisition using multiple classifications
Proceedings of the 4th international conference on Knowledge capture
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Improving the classification of newsgroup messages through social network analysis
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
A novel scheme for domain-transfer problem in the context of sentiment analysis
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Overview and semantic issues of text mining
ACM SIGMOD Record
Ontology-supported polarity mining
Journal of the American Society for Information Science and Technology
Finding high-quality content in social media
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
A holistic lexicon-based approach to opinion mining
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
An empirical study of sentiment analysis for chinese documents
Expert Systems with Applications: An International Journal
Sentiment classification with interpolated information diffusion kernels
Proceedings of the 1st international workshop on Data mining and audience intelligence for advertising
Extracting opinion topics for Chinese opinions using dependence grammar
Proceedings of the 1st international workshop on Data mining and audience intelligence for advertising
Opinion mining of customer feedback data on the web
Proceedings of the 2nd international conference on Ubiquitous information management and communication
Sentiment analysis in multiple languages: Feature selection for opinion classification in Web forums
ACM Transactions on Information Systems (TOIS)
Using unlabeled data to handle domain-transfer problem of semantic detection
Proceedings of the 2008 ACM symposium on Applied computing
Automatic recognition of German news focusing on future-directed beliefs and intentions
Computer Speech and Language
Modeling online reviews with multi-grain topic models
Proceedings of the 17th international conference on World Wide Web
Exploring the characteristics of opinion expressions for political opinion classification
dg.o '08 Proceedings of the 2008 international conference on Digital government research
Estimation of FAQ knowledge bases by using semantic expressions for questions and answers
International Journal of Computer Applications in Technology
A generation model to unify topic relevance and lexicon-based sentiment for opinion retrieval
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Building semantic kernels for text classification using wikipedia
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning from multi-topic web documents for contextual advertisement
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Web document classification and its performance evaluation
EC'08 Proceedings of the 9th WSEAS International Conference on Evolutionary Computing
A Language Modeling Approach to Sentiment Analysis
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
Performance Measures in Classification of Human Communications
CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
An Architecture for Hybrid P2P Free-Text Search
CIA '07 Proceedings of the 11th international workshop on Cooperative Information Agents XI
Textual Affect Sensing for Sociable and Expressive Online Communication
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
Polarity Classification of Public Health Opinions in Chinese
PAISI, PACCF and SOCO '08 Proceedings of the IEEE ISI 2008 PAISI, PACCF, and SOCO international workshops on Intelligence and Security Informatics
Ranking Entities Using Comparative Relations
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Extraction of Opposite Sentiments in Classified Free Format Text Reviews
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
"I Know What You Feel": Analyzing the Role of Conjunctions in Automatic Sentiment Analysis
GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
Learning MultiLinguistic Knowledge for Opinion Analysis
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Sentiment Detection Using Lexically-Based Classifiers
TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
SENTIMENT ASSESSMENT OF TEXT BY ANALYZING LINGUISTIC FEATURES AND CONTEXTUAL VALENCE ASSIGNMENT
Applied Artificial Intelligence
Opinion analysis for business intelligence applications
OBI '08 Proceedings of the first international workshop on Ontology-supported business intelligence
Opinion Mining and Sentiment Analysis
Foundations and Trends in Information Retrieval
An effective statistical approach to blog post opinion retrieval
Proceedings of the 17th ACM conference on Information and knowledge management
PHIRST: A distributed architecture for P2P information retrieval
Information Systems
Automatic acquisition for sensibility knowledge using co-occurrence relation
International Journal of Computer Applications in Technology
Sentiment Classification of Movie Reviews Using Multiple Perspectives
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
An Ontology-Based Sentiment Classification Methodology for Online Consumer Reviews
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
A Unified Framework for Opinion Retrieval
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
An Entropy-Based Model for Discovering the Usefulness of Online Product Reviews
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Emotion Classification of Online News Articles from the Reader's Perspective
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
HelpMeter: A Nonlinear Model for Predicting the Helpfulness of Online Reviews
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Leveraging Sentiment Analysis for Topic Detection
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Learning Knowledge from Relevant Webpage for Opinion Analysis
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Predicting the News of Tomorrow Using Patterns in Web Search Queries
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
A Utility-Based Web Content Sensitivity Mining Approach
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Developing Evaluation Model of Topical Term for Document-Level Sentiment Classification
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Combining Local and Global Resources for Constructing an Error-Minimized Opinion Word Dictionary
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Expert Systems with Applications: An International Journal
Language Feature Mining for Music Emotion Classification via Supervised Learning from Lyrics
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
A Graph-Based Approach for Sentiment Sentence Extraction
New Frontiers in Applied Data Mining
Semi-Supervised Learning to Classify Evaluative Expressions from Labeled and Unlabeled Texts
IEICE - Transactions on Information and Systems
IEICE - Transactions on Information and Systems
Rated aspect summarization of short comments
Proceedings of the 18th international conference on World wide web
Determining the Polarity and Source of Opinions Expressed in Political Debates
CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing
Sentiment Clustering: A Novel Method to Explore in the Blogosphere
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Extracting Domain-Dependent Semantic Orientations of Latent Variables for Sentiment Classification
ICCPOL '09 Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy
Partially Supervised Phrase-Level Sentiment Classification
ICCPOL '09 Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy
Sentiment-Oriented Contextual Advertising
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Adapting Naive Bayes to Domain Adaptation for Sentiment Analysis
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Emotion Recognition of Pop Music Based on Maximum Entropy with Priors
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
A survey on sentiment detection of reviews
Expert Systems with Applications: An International Journal
A systematic analysis of performance measures for classification tasks
Information Processing and Management: an International Journal
Entity discovery and assignment for opinion mining applications
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
OpinionMiner: a novel machine learning system for web opinion mining and extraction
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Sentiment analysis of blogs by combining lexical knowledge with text classification
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Sentiment vector space model for lyric-based song sentiment classification
HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
Multi-domain sentiment classification
HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
Test collection selection and gold standard generation for a multiply-annotated opinion corpus
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
Kinds of features for Chinese opinionated information retrieval
ACL '07 Proceedings of the 45th Annual Meeting of the ACL: Student Research Workshop
Towards a computational treatment of superlatives
ACL '07 Proceedings of the 45th Annual Meeting of the ACL: Student Research Workshop
Uncertainty management in rule-based information extraction systems
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Active dual supervision: reducing the cost of annotating examples and features
HLT '09 Proceedings of the NAACL HLT 2009 Workshop on Active Learning for Natural Language Processing
Extracting Opinions Relating to Consumer Electronic Goods from Web Pages
Proceedings of the 2006 conference on Knowledge-Based Software Engineering: Proceedings of the Seventh Joint Conference on Knowledge-Based Software Engineering
Method for Building Dictionaries to Extract Reputation Information
Proceedings of the 2008 conference on Knowledge-Based Software Engineering: Proceedings of the Eighth Joint Conference on Knowledge-Based Software Engineering
Mining product reviews based on shallow dependency parsing
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 11th International Conference on Electronic Commerce
Improving product review search experiences on general search engines
Proceedings of the 11th International Conference on Electronic Commerce
Discovering clues for review quality from author's behaviors on e-commerce sites
Proceedings of the 11th International Conference on Electronic Commerce
Which side are you on?: identifying perspectives at the document and sentence levels
CoNLL-X '06 Proceedings of the Tenth Conference on Computational Natural Language Learning
Just how mad are you? finding strong and weak opinion clauses
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Comparative experiments on sentiment classification for online product reviews
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Mining comparative sentences and relations
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Novel relationship discovery using opinions mined from the web
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Opinion extraction and summarization on the web
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Mining opinions in comparative sentences
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Topic identification for fine-grained opinion analysis
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
From words to senses: a case study of subjectivity recognition
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Emotion classification using massive examples extracted from the web
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Automatic seed word selection for unsupervised sentiment classification of Chinese text
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Accessing Positive and Negative Online Opinions
UAHCI '09 Proceedings of the 5th International Conference on Universal Access in Human-Computer Interaction. Part III: Applications and Services
Generating a non-English subjectivity lexicon: relations that matter
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Automatic classification of citation function
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Get out the vote: determining support or opposition from congressional floor-debate transcripts
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Sentiment retrieval using generative models
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Automatically assessing review helpfulness
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Feature subsumption for opinion analysis
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
FeatureEng '05 Proceedings of the ACL Workshop on Feature Engineering for Machine Learning in Natural Language Processing
A machine learning approach to sentiment analysis in multilingual Web texts
Information Retrieval
Modeling annotators: a generative approach to learning from annotator rationales
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Adding redundant features for CRFs-based sentence sentiment classification
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Ranking reader emotions using pairwise loss minimization and emotional distribution regression
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Using bilingual knowledge and ensemble techniques for unsupervised Chinese sentiment analysis
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Chinese Blog Clustering by Hidden Sentiment Factors
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Improving Patient Opinion Mining through Multi-step Classification
TSD '09 Proceedings of the 12th International Conference on Text, Speech and Dialogue
Recognizing contextual polarity: An exploration of features for phrase-level sentiment analysis
Computational Linguistics
The impact of time on the accuracy of sentiment classifiers created from a web log corpus
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
BlogVox: learning sentiment classifiers
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
A framework for modeling influence, opinions and structure in social media
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Subjectivity recognition on word senses via semi-supervised mincuts
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Predicting risk from financial reports with regression
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
An iterative reinforcement approach for fine-grained opinion mining
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
For a few dollars less: identifying review pages sans human labels
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Improving SCL model for sentiment-transfer learning
NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers
Towards building a competitive opinion summarization system: challenges and keys
SRWS '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Student Research Workshop and Doctoral Consortium
Wikipedia-based semantic interpretation for natural language processing
Journal of Artificial Intelligence Research
Extracting and visualizing trust relationships from online auction feedback comments
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Automatic online news monitoring and classification for syndromic surveillance
Decision Support Systems
Using emoticons to reduce dependency in machine learning techniques for sentiment classification
ACLstudent '05 Proceedings of the ACL Student Research Workshop
Facet-based opinion retrieval from blogs
Information Processing and Management: an International Journal
Specialized Review Selection for Feature Rating Estimation
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
SentiRank: Cross-Domain Graph Ranking for Sentiment Classification
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Privacy-Preserving Data Publishing
Foundations and Trends in Databases
Annotating expressions of appraisal in English
LAW '07 Proceedings of the Linguistic Annotation Workshop
Feature generation for text categorization using world knowledge
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Using neutral examples for learning polarity
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Joint sentiment/topic model for sentiment analysis
Proceedings of the 18th ACM conference on Information and knowledge management
Generating comparative summaries of contradictory opinions in text
Proceedings of the 18th ACM conference on Information and knowledge management
SELC: a self-supervised model for sentiment classification
Proceedings of the 18th ACM conference on Information and knowledge management
Proceedings of the 18th ACM conference on Information and knowledge management
Multi-aspect opinion polling from textual reviews
Proceedings of the 18th ACM conference on Information and knowledge management
The effect of negation on sentiment analysis and retrieval effectiveness
Proceedings of the 18th ACM conference on Information and knowledge management
Improving binary classification on text problems using differential word features
Proceedings of the 18th ACM conference on Information and knowledge management
Detecting opinion leaders and trends in online social networks
Proceedings of the 2nd ACM workshop on Social web search and mining
Proceedings of the 1st international CIKM workshop on Topic-sentiment analysis for mass opinion
Topic-dependent sentiment analysis of financial blogs
Proceedings of the 1st international CIKM workshop on Topic-sentiment analysis for mass opinion
Scary films good, scary flights bad: topic driven feature selection for classification of sentiment
Proceedings of the 1st international CIKM workshop on Topic-sentiment analysis for mass opinion
Automatic creation of a reference corpus for political opinion mining in user-generated content
Proceedings of the 1st international CIKM workshop on Topic-sentiment analysis for mass opinion
Weakly supervised techniques for domain-independent sentiment classification
Proceedings of the 1st international CIKM workshop on Topic-sentiment analysis for mass opinion
Aspect-based sentence segmentation for sentiment summarization
Proceedings of the 1st international CIKM workshop on Topic-sentiment analysis for mass opinion
Sentiment analysis of movie reviews on discussion boards using a linguistic approach
Proceedings of the 1st international CIKM workshop on Topic-sentiment analysis for mass opinion
Extracting opinions, opinion holders, and topics expressed in online news media text
SST '06 Proceedings of the Workshop on Sentiment and Subjectivity in Text
Toward opinion summarization: linking the sources
SST '06 Proceedings of the Workshop on Sentiment and Subjectivity in Text
Annotating attribution in the Penn Discourse TreeBank
SST '06 Proceedings of the Workshop on Sentiment and Subjectivity in Text
Searching for sentences expressing opinions by using declaratively subjective clues
SST '06 Proceedings of the Workshop on Sentiment and Subjectivity in Text
Effectiveness of web search results for genre and sentiment classification
Journal of Information Science
Expanding domain sentiment lexicon through double propagation
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Generalized isotonic conditional random fields
Machine Learning
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Graph ranking for sentiment transfer
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Using text mining and sentiment analysis for online forums hotspot detection and forecast
Decision Support Systems
Sentiment analysis of Chinese documents: From sentence to document level
Journal of the American Society for Information Science and Technology
Co-training for cross-lingual sentiment classification
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
Discovering the discriminative views: measuring term weights for sentiment analysis
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
A framework of feature selection methods for text categorization
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Mine the easy, classify the hard: a semi-supervised approach to automatic sentiment classification
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Semi-supervised cause identification from aviation safety reports
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Intelligent QA Systems Using Semantic Expressions
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
Using an Information Quality Framework to Evaluate the Quality of Product Reviews
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Topic-Related Polarity Classification of Blog Sentences
EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
Ontology Based Opinion Mining for Movie Reviews
KSEM '09 Proceedings of the 3rd International Conference on Knowledge Science, Engineering and Management
A Feature Selection Method Based on Fisher's Discriminant Ratio for Text Sentiment Classification
WISM '09 Proceedings of the International Conference on Web Information Systems and Mining
Sentiment Classification with Support Vector Machines and Multiple Kernel Functions
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Finding Appropriate Turning Point for Text Sentiment Polarity
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Feature and Opinion Mining for Customer Review Summarization
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Review sentiment scoring via a parse-and-paraphrase paradigm
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Sentiment analysis of conditional sentences
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Using morphological and syntactic structures for Chinese opinion analysis
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Phrase dependency parsing for opinion mining
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
A brief survey of computational approaches in social computing
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Finding leaders from opinion networks
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
Genre-based paragraph classification for sentiment analysis
SIGDIAL '09 Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Proceedings of the third ACM international conference on Web search and data mining
Proceedings of the 2010 ACM conference on Computer supported cooperative work
Aspect-level news browsing: understanding news events from multiple viewpoints
Proceedings of the 15th international conference on Intelligent user interfaces
Reporting incentives and biases in online review forums
ACM Transactions on the Web (TWEB)
Detection and interpretation of opinion expressions in spoken surveys
IEEE Transactions on Audio, Speech, and Language Processing
Extraction of unexpected sentences: A sentiment classification assessed approach
Intelligent Data Analysis
Ontology based combined approach for sentiment classification
CIT'09 Proceedings of the 3rd International Conference on Communications and information technology
Aspects in Information Modelling and Knowledge Bases Research
Proceedings of the 2010 conference on Information Modelling and Knowledge Bases XXI
Sentiment classification of online Cantonese reviews by supervised machine learning approaches
International Journal of Web Engineering and Technology
Ad hoc retrieval of documents with topical opinion
ECIR'07 Proceedings of the 29th European conference on IR research
Sentence level sentiment analysis in the presence of conjuncts using linguistic analysis
ECIR'07 Proceedings of the 29th European conference on IR research
Cross-domain sentiment classification via spectral feature alignment
Proceedings of the 19th international conference on World wide web
How useful are your comments?: analyzing and predicting youtube comments and comment ratings
Proceedings of the 19th international conference on World wide web
Shout out: integrating news and reader comments
Proceedings of the 19th international conference on World wide web
Identifying expressions of emotion in text
TSD'07 Proceedings of the 10th international conference on Text, speech and dialogue
Automatic classification of web search results: product review vs. non-review documents
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
An opinion analysis system using domain-specific lexical knowledge
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Seeing several stars: a rating inference task for a document containing several evaluation criteria
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
A comparison of sentiment analysis techniques: polarizing movie blogs
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
Verbs speak loud: verb categories in learning polarity and strength of opinions
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
Automatic construction of an opinion-term vocabulary for ad hoc retrieval
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Optimizing language models for polarity classification
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Sentiment classification of Chinese traveler reviews by support vector machine algorithm
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Mineração de opiniões aplicada à análise de investimentos
Companion Proceedings of the XIV Brazilian Symposium on Multimedia and the Web
An efficient approach for mining web content sensitivity
International Journal of Knowledge and Web Intelligence
The balancing Choquet integral
Fuzzy Sets and Systems
Proximity-based opinion retrieval
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Towards subjectifying text clustering
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Discovery of significant emerging trends
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Latent aspect rating analysis on review text data: a rating regression approach
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Leveraging sentiment analysis for topic detection
Web Intelligence and Agent Systems
Towards personality-based user adaptation: psychologically informed stylistic language generation
User Modeling and User-Adapted Interaction
Dialogue-oriented review summary generation for spoken dialogue recommendation systems
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Movie reviews and revenues: an experiment in text regression
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Improving blog polarity classification via topic analysis and adaptive methods
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
The viability of web-derived polarity lexicons
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Dependency tree-based sentiment classification using CRFs with hidden variables
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
An unsupervised aspect-sentiment model for online reviews
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Identifying opinion holders and targets with dependency parser in Chinese news texts
HLT-SRWS '10 Proceedings of the NAACL HLT 2010 Student Research Workshop
Employing personal/impersonal views in supervised and semi-supervised sentiment classification
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Evaluating multilanguage-comparability of subjectivity analysis systems
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Cross-language text classification using structural correspondence learning
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
A study of information retrieval weighting schemes for sentiment analysis
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Vocabulary choice as an indicator of perspective
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
Cross lingual adaptation: an experiment on sentiment classifications
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
Automatically generating annotator rationales to improve sentiment classification
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
A survey on the role of negation in sentiment analysis
NeSp-NLP '10 Proceedings of the Workshop on Negation and Speculation in Natural Language Processing
Summarizing blog entries versus news texts
eETTs '09 Proceedings of the Workshop on Events in Emerging Text Types
CityU-DAC: Disambiguating sentiment-ambiguous adjectives within context
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Twitter based system: Using Twitter for disambiguating sentiment ambiguous adjectives
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Emotion detection in email customer care
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
Sentiment classification using automatically extracted subgraph features
CAAGET '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text
Using Crowdsourcing and Active Learning to Track Sentiment in Online Media
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Classification of Dreams Using Machine Learning
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Cross-Domain Contextualization of Sentiment Lexicons
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Multi Grain Sentiment Analysis using Collective Classification
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
From frequency to meaning: vector space models of semantics
Journal of Artificial Intelligence Research
Voice of the customers: mining online customer reviews for product feature-based ranking
WOSN'10 Proceedings of the 3rd conference on Online social networks
Advances in Human-Computer Interaction - Special issue on emotion-aware natural interaction
Gestalt: integrated support for implementation and analysis in machine learning
UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
Creating speech and language data with Amazon's Mechanical Turk
CSLDAMT '10 Proceedings of the NAACL HLT 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk
Capturing the stars: predicting ratings for service and product reviews
SS '10 Proceedings of the NAACL HLT 2010 Workshop on Semantic Search
EmotiBlog: a finer-grained and more precise learning of subjectivity expression models
LAW IV '10 Proceedings of the Fourth Linguistic Annotation Workshop
Cuisine: Classification using stylistic feature sets and-or name-based feature sets
Journal of the American Society for Information Science and Technology
Syntactic and semantic structure for opinion expression detection
CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning
A comparative study of Bayesian models for unsupervised sentiment detection
CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning
Jointly modeling aspects and opinions with a MaxEnt-LDA hybrid
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Translingual document representations from discriminative projections
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Multi-level structured models for document-level sentiment classification
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
A hierarchical classifier applied to multi-way sentiment detection
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Resolving object and attribute coreference in opinion mining
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Opinosis: a graph-based approach to abstractive summarization of highly redundant opinions
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Reranking models in fine-grained opinion analysis
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Sentiment classification and polarity shifting
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Blogger-Centric Contextual Advertising
Expert Systems with Applications: An International Journal
Document sentiment classification by exploring description model of topical terms
Computer Speech and Language
Exploring the sentiment strength of user reviews
WAIM'10 Proceedings of the 11th international conference on Web-age information management
MindDigger: feature identification and opinion association for Chinese movie reviews
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
The impact of valence shifters on mining implicit economic opinions
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
An empirical approach for opinion detection using significant sentences
AMT'10 Proceedings of the 6th international conference on Active media technology
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
A unified approach to active dual supervision for labeling features and examples
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I
Efficient confident search in large review corpora
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Emotion Sensitive News Agent (ESNA): A system for user centric emotion sensing from the news
Web Intelligence and Agent Systems
Aspect-based sentiment analysis of movie reviews on discussion boards
Journal of Information Science
Discovering common outcomes of agents' communicative actions in various domains
Knowledge-Based Systems
Ensemble of feature sets and classification algorithms for sentiment classification
Information Sciences: an International Journal
Automatic web page annotation with google rich snippets
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems: Part II
Sentiment knowledge discovery in twitter streaming data
DS'10 Proceedings of the 13th international conference on Discovery science
Affective demonstratives and the division of pragmatic labor
Proceedings of the 17th Amsterdam colloquium conference on Logic, language and meaning
Mining economic sentiment using argumentation structures
ER'10 Proceedings of the 2010 international conference on Advances in conceptual modeling: applications and challenges
Predicting consumer sentiments from online text
Decision Support Systems
Mining comparative opinions from customer reviews for Competitive Intelligence
Decision Support Systems
Quality evaluation of product reviews using an information quality framework
Decision Support Systems
Collective annotation: perspectives for information retrieval improvement
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Sentence based sentiment classification from online customer reviews
Proceedings of the 8th International Conference on Frontiers of Information Technology
Sentiment classification of Internet restaurant reviews written in Cantonese
Expert Systems with Applications: An International Journal
Have2eat: a restaurant finder with review summarization for mobile phones
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Demonstrations
Robust sentiment detection on Twitter from biased and noisy data
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Chinese sentence-level sentiment classification based on fuzzy sets
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Language-specific sentiment analysis in morphologically rich languages
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
A review selection approach for accurate feature rating estimation
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Opinion target extraction in Chinese news comments
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Dimensionality reduction for text using domain knowledge
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
A vector space model for subjectivity classification in Urdu aided by co-training
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Sentiment translation through multi-edge graphs
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Shallow information extraction from medical forum data
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Exploring the use of word relation features for sentiment classification
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Active deep networks for semi-supervised sentiment classification
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Which clustering do you want? inducing your ideal clustering with minimal feedback
Journal of Artificial Intelligence Research
A visualized communication system using cross-media semantic association
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Learning and knowledge-based sentiment analysis in movie review key excerpts
Proceedings of the Third COST 2102 international training school conference on Toward autonomous, adaptive, and context-aware multimodal interfaces: theoretical and practical issues
Concept-based learning of human behavior for customer relationship management
Information Sciences: an International Journal
Journal of the American Society for Information Science and Technology
Expert Systems with Applications: An International Journal
A helpfulness modeling framework for electronic word-of-mouth on consumer opinion platforms
ACM Transactions on Intelligent Systems and Technology (TIST)
Towards well-grounded phrase-level polarity analysis
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Implicit feature identification via co-occurrence association rule mining
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
Exploiting effective features for chinese sentiment classification
Expert Systems with Applications: An International Journal
Opinion word expansion and target extraction through double propagation
Computational Linguistics
Affect analysis model: Novel rule-based approach to affect sensing from text
Natural Language Engineering
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Pattern and keyword based opinion analysis from opinionated texts
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
ELS: a word-level method for entity-level sentiment analysis
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
LCI: a social channel analysis platform for live customer intelligence
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
A linear-chain CRF-based learning approach for web opinion mining
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
An unsupervised sentiment classifier on summarized or full reviews
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
Multi-domain sentiment classification with classifier combination
Journal of Computer Science and Technology - Special issue on natural language processing
Constructing maximum entropy language models for movie review subjectivity analysis
Journal of Computer Science and Technology
Self-training from labeled features for sentiment analysis
Information Processing and Management: an International Journal
Text representation using dependency tree subgraphs for sentiment analysis
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
Realtime social sensing of support rate for microblogging
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Classifying with co-stems: a new representation for information filtering
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Discovering fine-grained sentiment with latent variable structured prediction models
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
HLT-SS '11 Proceedings of the ACL 2011 Student Session
Sentiment analysis of citations using sentence structure-based features
HLT-SS '11 Proceedings of the ACL 2011 Student Session
Dr Sentiment knows everything!
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations
Domain adaptation by constraining inter-domain variability of latent feature representation
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Automatically extracting polarity-bearing topics for cross-domain sentiment classification
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Learning word vectors for sentiment analysis
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Joint bilingual sentiment classification with unlabeled parallel corpora
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Contrasting opposing views of news articles on contentious issues
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Extracting social power relationships from natural language
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Aspect ranking: identifying important product aspects from online consumer reviews
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Collective classification of congressional floor-debate transcripts
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Liars and saviors in a sentiment annotated corpus of comments to political debates
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Identifying noun product features that imply opinions
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Semantic oriented clustering of documents
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
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
Effective sentiment stream analysis with self-augmenting training and demand-driven projection
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Product comparison using comparative relations
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Cross-lingual sentiment classification via bi-view non-negative matrix tri-factorization
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Collaborative data cleaning for sentiment classification with noisy training corpus
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Latent aspect rating analysis without aspect keyword supervision
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
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
Improving stock market prediction by integrating both market news and stock prices
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part II
A review of opinion mining methods for analyzing citizens' contributions in public policy debate
ePart'11 Proceedings of the Third IFIP WG 8.5 international conference on Electronic participation
Cross-Lingual Adaptation Using Structural Correspondence Learning
ACM Transactions on Intelligent Systems and Technology (TIST)
Sentiment analysis of customer reviews: balanced versus unbalanced datasets
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Interdisciplinary contributions to flame modeling
AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
Mining popular menu items of a restaurant from web reviews
WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part II
Automatically ranking reviews based on the ordinal regression model
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Assessing plausibility of explanation and meta-explanation in inter-human conflicts
Engineering Applications of Artificial Intelligence
Holistic approaches to identifying the sentiment of blogs using opinion words
WISE'11 Proceedings of the 12th international conference on Web information system engineering
Prediction of age, sentiment, and connectivity from social media text
WISE'11 Proceedings of the 12th international conference on Web information system engineering
Distance metrics for high dimensional nearest neighborhood recovery: Compression and normalization
Information Sciences: an International Journal
Comparison of Model-Based Learning Methods for Feature-Level Opinion Mining
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Diversifying search results of controversial queries
Proceedings of the 20th ACM international conference on Information and knowledge management
Effective and efficient polarity estimation in blogs based on sentence-level evidence
Proceedings of the 20th ACM international conference on Information and knowledge management
Topic sentiment analysis in twitter: a graph-based hashtag sentiment classification approach
Proceedings of the 20th ACM international conference on Information and knowledge management
Language-independent sentiment classification using three common words
Proceedings of the 20th ACM international conference on Information and knowledge management
A cross-domain adaptation method for sentiment classification using probabilistic latent analysis
Proceedings of the 20th ACM international conference on Information and knowledge management
Polarity analysis of texts using discourse structure
Proceedings of the 20th ACM international conference on Information and knowledge management
Leveraging web 2.0 data for scalable semi-supervised learning of domain-specific sentiment lexicons
Proceedings of the 20th ACM international conference on Information and knowledge management
Imbalanced sentiment classification
Proceedings of the 20th ACM international conference on Information and knowledge management
Sentiment classification via l2-norm deep belief network
Proceedings of the 20th ACM international conference on Information and knowledge management
Annotating opinion--evaluation of blogs: the Blogoscopy corpus
Language Resources and Evaluation
Visual sentiment summarization of movie reviews
ICADL'11 Proceedings of the 13th international conference on Asia-pacific digital libraries: for cultural heritage, knowledge dissemination, and future creation
Mining sentiments from songs using latent dirichlet allocation
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
International Journal of Web Based Communities
Intelligent computer assisted blog writing system
Expert Systems with Applications: An International Journal
Bilingual co-training for sentiment classification of chinese product reviews
Computational Linguistics
Developing a dialog system for new idea generation support
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
A proposed sentiment analysis tool for modern Arabic using human-based computing
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
Temporal rating habits: a valuable tool for rating discrimination
Proceedings of the 2nd Challenge on Context-Aware Movie Recommendation
Markov blankets and meta-heuristics search: sentiment extraction from unstructured texts
WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Collecting evaluative expressions for opinion extraction
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Generating semantic orientation lexicon using large data and thesaurus
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Developing robust models for favourability analysis
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
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
A link to the past: constructing historical social networks
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Feature selection for sentiment analysis based on content and syntax models
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Automatic sentiment classification of product reviews using maximal phrases based analysis
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Robust sense-based sentiment classification
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Senti-lexicon and improved Naïve Bayes algorithms for sentiment analysis of restaurant reviews
Expert Systems with Applications: An International Journal
Manipulation of online reviews: An analysis of ratings, readability, and sentiments
Decision Support Systems
Making senses: bootstrapping sense-tagged lists of semantically-related words
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Application of semi-supervised learning to evaluative expression classification
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Mining contrastive opinions on political texts using cross-perspective topic model
Proceedings of the fifth ACM international conference on Web search and data mining
"I loan because...": understanding motivations for pro-social lending
Proceedings of the fifth ACM international conference on Web search and data mining
A large-scale sentiment analysis for Yahoo! answers
Proceedings of the fifth ACM international conference on Web search and data mining
Creating subjective and objective sentence classifiers from unannotated texts
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Learning opinions in user-generated web content
Natural Language Engineering
Unsupervised lexicon induction for clause-level detection of evaluations
Natural Language Engineering
Twitter polarity classification with label propagation over lexical links and the follower graph
EMNLP '11 Proceedings of the First Workshop on Unsupervised Learning in NLP
Sentiment classification using word sub-sequences and dependency sub-trees
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Pulse: mining customer opinions from free text
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Sentiment classification using information extraction technique
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Offensive language detection using multi-level classification
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Comparison of feature selection methods for sentiment analysis
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Opinion-Based imprecise query answering
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Feature subsumption for sentiment classification in multiple languages
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Semi-supervised recursive autoencoders for predicting sentiment distributions
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Unsupervised discovery of discourse relations for eliminating intra-sentence polarity ambiguities
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Harnessing WordNet senses for supervised sentiment classification
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Structural opinion mining for graph-based sentiment representation
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Active learning with Amazon Mechanical Turk
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Rumor has it: identifying misinformation in microblogs
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
A new method for sentiment classification in text retrieval
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Assigning polarity scores to reviews using machine learning techniques
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Analysis and classification of strategies in electronic negotiations
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
Mining the real-time web: A novel approach to product recommendation
Knowledge-Based Systems
Collaborative inference of sentiments from texts
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Deciphering word-of-mouth in social media: Text-based metrics of consumer reviews
ACM Transactions on Management Information Systems (TMIS)
Beyond accuracy, f-score and ROC: a family of discriminant measures for performance evaluation
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Semantic approaches to fine and coarse-grained feature-based opinion mining
NLDB'09 Proceedings of the 14th international conference on Applications of Natural Language to Information Systems
Sentiment propagation in social networks: a case study in livejournal
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
Semantically oriented sentiment mining in location-based social network spaces
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
Comparison of feature-level learning methods for mining online consumer reviews
Expert Systems with Applications: An International Journal
Lexicon-based Comments-oriented News Sentiment Analyzer system
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
AIKED'12 Proceedings of the 11th WSEAS international conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Generating syntactic tree templates for feature-based opinion mining
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
An information theoretic approach to sentiment polarity classification
Proceedings of the 2nd Joint WICOW/AIRWeb Workshop on Web Quality
Incorporating Sentiment Prior Knowledge for Weakly Supervised Sentiment Analysis
ACM Transactions on Asian Language Information Processing (TALIP)
Application of a clustering method on sentiment analysis
Journal of Information Science
Sentiment classification via integrating multiple feature presentations
Proceedings of the 21st international conference companion on World Wide Web
Combining collaborative filtering and sentiment classification for improved movie recommendations
MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
An investigation of recursive auto-associative memory in sentiment detection
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part I
Using key sentence to improve sentiment classification
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Automatic classification of link polarity in blog entries
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Survey on mining subjective data on the web
Data Mining and Knowledge Discovery
Information Retrieval
The way i talk to you: sentiment expression in an organizational context
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A Computational Framework for Media Bias Mitigation
ACM Transactions on Interactive Intelligent Systems (TiiS)
Trialing cartoons: Teachers' attitudes towards animation as an ELT instructional tool
Computers & Education
Expert Systems with Applications: An International Journal
A generate-and-test method of detecting negative-sentiment sentences
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
The naive bayes classifier in opinion mining: in search of the best feature set
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
A domain independent framework to extract and aggregate analogous features in online reviews
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Towards building large-scale distributed systems for twitter sentiment analysis
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Usefulness of sentiment analysis
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Automatic identification of personal insults on social news sites
Journal of the American Society for Information Science and Technology
Domain adaptation with ensemble of feature groups
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Semi-supervised learning for imbalanced sentiment classification
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Analysis of adjective-noun word pair extraction methods for online review summarization
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Experiments with SVM to classify opinions in different domains
Expert Systems with Applications: An International Journal
A novel approach for clustering sentiments in Chinese blogs based on graph similarity
Computers & Mathematics with Applications
Evaluating sentiment in financial news articles
Decision Support Systems
Sentiment detection with auxiliary data
Information Retrieval
Sentic Computing for social media marketing
Multimedia Tools and Applications
Modality and negation: An introduction to the special issue
Computational Linguistics
Twitter, MySpace, Digg: Unsupervised Sentiment Analysis in Social Media
ACM Transactions on Intelligent Systems and Technology (TIST)
Context-Sensitive sentiment classification of short colloquial text
IFIP'12 Proceedings of the 11th international IFIP TC 6 conference on Networking - Volume Part I
Quad-tuple PLSA: incorporating entity and its rating in aspect identification
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Information Retrieval on the Blogosphere
Foundations and Trends in Information Retrieval
Sentiment dictionary for effective detection of web users' opinion
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
A hybrid system for online detection of emotional distress
PAISI'12 Proceedings of the 2012 Pacific Asia conference on Intelligence and Security Informatics
Transverse subjectivity classification
Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining
Combining lexicon and learning based approaches for concept-level sentiment analysis
Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining
Predicting collective sentiment dynamics from time-series social media
Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining
A generic approach to generate opinion lists of phrases for opinion mining applications
Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining
Entity sentiment extraction using text ranking
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Credit Rating Change Modeling Using News and Financial Ratios
ACM Transactions on Management Information Systems (TMIS)
Semantic mining on customer survey
Proceedings of the 8th International Conference on Semantic Systems
Redundant dictionary spaces as a general concept for the analysis of non-vectorial data
ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
Decision Support Systems
Feature selection for sentiment analysis based on content and syntax models
Decision Support Systems
Detecting implicit expressions of emotion in text: A comparative analysis
Decision Support Systems
SumView: A Web-based engine for summarizing product reviews and customer opinions
Expert Systems with Applications: An International Journal
Mining millions of reviews: a technique to rank products based on importance of reviews
Proceedings of the 13th International Conference on Electronic Commerce
Identifying the semantic orientation of terms using S-HAL for sentiment analysis
Knowledge-Based Systems
Cross-lingual genre classification
EACL '12 Proceedings of the Student Research Workshop at the 13th Conference of the European Chapter of the Association for Computational Linguistics
Stylometric analysis of scientific articles
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Context-enhanced citation sentiment detection
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Aggregation Methods for Proximity-Based Opinion Retrieval
ACM Transactions on Information Systems (TOIS)
An interdisciplinary VR-architecture for 3D chatting with non-verbal communication
EGVE - JVRC'11 Proceedings of the 17th Eurographics conference on Virtual Environments & Third Joint Virtual Reality
Document-level sentiment classification: An empirical comparison between SVM and ANN
Expert Systems with Applications: An International Journal
Contrasting objective and subjective Portuguese texts from heterogeneous sources
HYBRID '12 Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data
A generalised hybrid architecture for NLP
HYBRID '12 Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data
Real-time helpfulness prediction based on voter opinions
Concurrency and Computation: Practice & Experience
Detecting hate speech on the world wide web
LSM '12 Proceedings of the Second Workshop on Language in Social Media
Cross-lingual mixture model for sentiment classification
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Fine granular aspect analysis using latent structural models
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Active learning for imbalanced sentiment classification
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
A weakly supervised model for sentence-level semantic orientation analysis with multiple experts
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Collocation polarity disambiguation using web-based pseudo contexts
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Why question answering using sentiment analysis and word classes
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Sentiment analysis using a novel human computation game
Proceedings of the 3rd Workshop on the People's Web Meets NLP: Collaboratively Constructed Semantic Resources and their Applications to NLP
Extracting signed social networks from text
TextGraphs-7 '12 Workshop Proceedings of TextGraphs-7 on Graph-based Methods for Natural Language Processing
Opinum: statistical sentiment analysis for opinion classification
WASSA '12 Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis
Sentimantics: conceptual spaces for lexical sentiment polarity representation with contextuality
WASSA '12 Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis
Analysis of travel review data from reader's point of view
WASSA '12 Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis
Prior versus contextual emotion of a word in a sentence
WASSA '12 Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis
Cross-discourse development of supervised sentiment analysis in the clinical domain
WASSA '12 Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis
One seed to find them all: mining opinion features via association
Proceedings of the 21st ACM international conference on Information and knowledge management
VISA: a visual sentiment analysis system
Proceedings of the 5th International Symposium on Visual Information Communication and Interaction
Unsupervised discovery of opposing opinion networks from forum discussions
Proceedings of the 21st ACM international conference on Information and knowledge management
Dual word and document seed selection for semi-supervised sentiment classification
Proceedings of the 21st ACM international conference on Information and knowledge management
Exploiting syntactic and semantic relationships between terms for opinion retrieval
Journal of the American Society for Information Science and Technology
Annotating expressions of Appraisal in English
Language Resources and Evaluation
EmoTales: creating a corpus of folk tales with emotional annotations
Language Resources and Evaluation
Sample cutting method for imbalanced text sentiment classification based on BRC
Knowledge-Based Systems
A comparative study of feature selection and machine learning techniques for sentiment analysis
Proceedings of the 2012 ACM Research in Applied Computation Symposium
An artificial neural network based approach for sentiment analysis of opinionated text
Proceedings of the 2012 ACM Research in Applied Computation Symposium
Buy it - don't buy it: sentiment classification on amazon reviews using sentence polarity shift
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Healthy or harmful? polarity analysis applied to biomedical entity relationships
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
WikiSent: weakly supervised sentiment analysis through extractive summarization with wikipedia
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Product Comparison Networks for Competitive Analysis of Online Word-of-Mouth
ACM Transactions on Management Information Systems (TMIS)
Generating virtual ratings from chinese reviews to augment online recommendations
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
International Journal of Web Engineering and Technology
RETRACTED: Sentiment Analysis in Decision Sciences Research: An Illustration to IT Governance
Decision Support Systems
Sentiment analysis by augmenting expectation maximisation with lexical knowledge
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Assembling the optimal sentiment classifiers
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Electronic word of mouth analysis for service experience
Expert Systems with Applications: An International Journal
Discourse structure and language technology
Natural Language Engineering
A document-level sentiment analysis approach using artificial neural network and sentiment lexicons
ACM SIGAPP Applied Computing Review
GOP primary season on twitter: "popular" political sentiment in social media
Proceedings of the sixth ACM international conference on Web search and data mining
Exploiting social relations for sentiment analysis in microblogging
Proceedings of the sixth ACM international conference on Web search and data mining
Techniques and applications for sentiment analysis
Communications of the ACM
Sentiment classification: a combination of PMI, sentiwordnet and fuzzy function
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part II
Experiments in cross-lingual sentiment analysis in discussion forums
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Classifying Consumer Comparison Opinions to Uncover Product Strengths and Weaknesses
International Journal of Intelligent Information Technologies
International Journal of Mobile Human Computer Interaction
Proceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems
Implicit feature identification via hybrid association rule mining
Expert Systems with Applications: An International Journal
A multidimensional approach for detecting irony in Twitter
Language Resources and Evaluation
Active learning on sentiment classification by selecting both words and documents
CLSW'12 Proceedings of the 13th Chinese conference on Chinese Lexical Semantics
Employing emotion keywords to improve cross-domain sentiment classification
CLSW'12 Proceedings of the 13th Chinese conference on Chinese Lexical Semantics
Ensemble learning for sentiment classification
CLSW'12 Proceedings of the 13th Chinese conference on Chinese Lexical Semantics
Construction and application of chinese emotional corpus
CLSW'12 Proceedings of the 13th Chinese conference on Chinese Lexical Semantics
Constructing chinese sentiment lexicon using bilingual information
CLSW'12 Proceedings of the 13th Chinese conference on Chinese Lexical Semantics
Leveraging the crowd to improve feature-sentiment analysis of user reviews
Proceedings of the 2013 international conference on Intelligent user interfaces
Critiquing text analysis in social modeling: best practices, limitations, and new frontiers
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Sentiment Analysis on Social Media
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
A Multi-Classifier System for Sentiment Analysis and Opinion Mining
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Unsupervised Emotion Detection from Text Using Semantic and Syntactic Relations
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Rating Prediction by Correcting User Rating Bias
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
A Comparative Study of Cross-Lingual Sentiment Classification
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Sentiment Analysis of Turkish Political News
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Polarity Analysis for Food and Disease Relationships
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Verb Oriented Sentiment Classification
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Subjectivity annotation of the microblog 2011 realtime adhoc relevance judgments
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Damping sentiment analysis in online communication: discussions, monologs and dialogs
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Optimal feature selection for sentiment analysis
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Lost in translation: viability of machine translation for cross language sentiment analysis
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Combining supervised and unsupervised polarity classification for non-english reviews
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
A joint prediction model for multiple emotions analysis in sentences
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
A reverse engineering approach for automatic annotation of Web pages
Multimedia Tools and Applications
Sentiment polarity detection in Spanish reviews combining supervised and unsupervised approaches
Expert Systems with Applications: An International Journal
More than words: Social networks' text mining for consumer brand sentiments
Expert Systems with Applications: An International Journal
Simultaneously detecting fake reviews and review spammers using factor graph model
Proceedings of the 5th Annual ACM Web Science Conference
Customer review summarization approach using Twitter and SentiWordNet
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Analyzing users' narratives to understand experience with interactive products
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Extracting usability and user experience information from online user reviews
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Generating contextualized sentiment lexica based on latent topics and user ratings
Proceedings of the 24th ACM Conference on Hypertext and Social Media
Empirical study of machine learning based approach for opinion mining in tweets
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Fuzzy clustering for semi-supervised learning --- case study: construction of an emotion lexicon
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Extracting domain-specific opinion words for sentiment analysis
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
Measuring feature distributions in sentiment classification
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
Sentiment classification of blog posts using topical extracts
ADC '12 Proceedings of the Twenty-Third Australasian Database Conference - Volume 124
Music similarity and retrieval
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Deriving market intelligence from microblogs
Decision Support Systems
Incorporating author preference in sentiment rating prediction of reviews
Proceedings of the 22nd international conference on World Wide Web companion
Spanish knowledge base generation for polarity classification from masses
Proceedings of the 22nd international conference on World Wide Web companion
Revised mutual information approach for german text sentiment classification
Proceedings of the 22nd international conference on World Wide Web companion
Unsupervised sentiment analysis with emotional signals
Proceedings of the 22nd international conference on World Wide Web
Cross-media sentiment classification and application to box-office forecasting
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
EventSense: capturing the pulse of large-scale events by mining social media streams
Proceedings of the 17th Panhellenic Conference on Informatics
A probabilistic graphical model for brand reputation assessment in social networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Supervised polarity classification of Spanish tweets based on linguistic knowledge
Proceedings of the 2013 ACM symposium on Document engineering
Microblog sentiment analysis based on emoticon networks model
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Sentiment analysis of Hollywood movies on Twitter
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Customized reviews for small user-databases using iterative SVD and content based filtering
Proceedings of the 7th Workshop on Social Network Mining and Analysis
Identifying purpose behind electoral tweets
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining
Enhancing sentiment extraction from text by means of arguments
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining
Evaluation of an algorithm for aspect-based opinion mining using a lexicon-based approach
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining
RBEM: a rule based approach to polarity detection
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining
Exploring weakly supervised latent sentiment explanations for aspect-level review analysis
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Using micro-reviews to select an efficient set of reviews
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Automatic construction of domain and aspect specific sentiment lexicons for customer review mining
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Keyword-Based Sentiment Mining using Twitter
International Journal of Ambient Computing and Intelligence
Expert Systems with Applications: An International Journal
Joint learning on sentiment and emotion classification
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
A survey of noise reduction methods for distant supervision
Proceedings of the 2013 workshop on Automated knowledge base construction
A method of feature selection and sentiment similarity for Chinese micro-blogs
Journal of Information Science
Automatic aggregation by joint modeling of aspects and values
Journal of Artificial Intelligence Research
Comparing and combining sentiment analysis methods
Proceedings of the first ACM conference on Online social networks
Meta-stars: multidimensional modeling for social business intelligence
Proceedings of the sixteenth international workshop on Data warehousing and OLAP
A boosted SVM based sentiment analysis approach for online opinionated text
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Sentiment analysis of sentences with modalities
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing
Pessimists and optimists: Improving collaborative filtering through sentiment analysis
Expert Systems with Applications: An International Journal
Polarity analysis of micro reviews in foursquare
Proceedings of the 19th Brazilian symposium on Multimedia and the web
A comparison study of user behavior on Facebook and Gmail
Computers in Human Behavior
TISA: topic independence scoring algorithm
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
User needs search using text mining
HCI'13 Proceedings of the 15th international conference on Human Interface and the Management of Information: information and interaction for learning, culture, collaboration and business - Volume Part III
Sentiment classification of web review using association rules
OCSC'13 Proceedings of the 5th international conference on Online Communities and Social Computing
Prior and contextual emotion of words in sentential context
Computer Speech and Language
Ranked WordNet graph for Sentiment Polarity Classification in Twitter
Computer Speech and Language
Analyzing, Detecting, and Exploiting Sentiment in Web Queries
ACM Transactions on the Web (TWEB)
Semisupervised learning based opinion summarization and classification for online product reviews
Applied Computational Intelligence and Soft Computing
Active learning for cross-domain sentiment classification
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Listening to the crowd: automated analysis of events via aggregated twitter sentiment
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
A weakly supervised approach to Chinese sentiment classification using partitioned self-training
Journal of Information Science
Expert Systems with Applications: An International Journal
A new e-learning tool for cognitive democracies in the Knowledge Society
Computers in Human Behavior
Editorial: Detecting implicit expressions of affect in text using EmotiNet and its extensions
Data & Knowledge Engineering
Sentiment analysis in Facebook and its application to e-learning
Computers in Human Behavior
A study of supervised term weighting scheme for sentiment analysis
Expert Systems with Applications: An International Journal
Sentiment classification: The contribution of ensemble learning
Decision Support Systems
Generalized spike-and-slab priors for Bayesian group feature selection using expectation propagation
The Journal of Machine Learning Research
A boosted SVM based ensemble classifier for sentiment analysis of online reviews
ACM SIGAPP Applied Computing Review
Opinion Bias Detection with Social Preference Learning in Social Data
International Journal on Semantic Web & Information Systems
Simulating the spread of opinions in online social networks when targeting opinion leaders
Information Systems and e-Business Management
Bootstrapping polarity classifiers with rule-based classification
Language Resources and Evaluation
Spontaneous speech and opinion detection: mining call-centre transcripts
Language Resources and Evaluation
Sentiment topic models for social emotion mining
Information Sciences: an International Journal
Feature identification for topical relevance assessment in feed search engines
Intelligent Data Analysis
Associating targets with SentiUnits: a step forward in sentiment analysis of Urdu text
Artificial Intelligence Review
Hi-index | 0.05 |
We consider the problem of classifying documents not by topic, but by overall sentiment, e.g., determining whether a review is positive or negative. Using movie reviews as data, we find that standard machine learning techniques definitively outperform human-produced baselines. However, the three machine learning methods we employed (Naive Bayes, maximum entropy classification, and support vector machines) do not perform as well on sentiment classification as on traditional topic-based categorization. We conclude by examining factors that make the sentiment classification problem more challenging.