The affective reasoner: a process model of emotions in a multi-agent system
The affective reasoner: a process model of emotions in a multi-agent system
The role of emotion in believable agents
Communications of the ACM
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
CYC: a large-scale investment in knowledge infrastructure
Communications of the ACM
Affective computing
Visualizing the affective structure of a text document
CHI '03 Extended Abstracts on Human Factors in Computing Systems
Mining the peanut gallery: opinion extraction and semantic classification of product reviews
WWW '03 Proceedings of the 12th international conference on World Wide Web
Learner: a system for acquiring commonsense knowledge by analogy
Proceedings of the 2nd international conference on Knowledge capture
Collecting commonsense experiences
Proceedings of the 2nd international conference on Knowledge capture
Collecting commonsense experiences
Proceedings of the 2nd international conference on Knowledge capture
What would they think?: a computational model of attitudes
Proceedings of the 9th international conference on Intelligent user interfaces
Exploiting emotions to disambiguate dialogue acts
Proceedings of the 9th international conference on Intelligent user interfaces
ConceptNet — A Practical Commonsense Reasoning Tool-Kit
BT Technology Journal
Extraction and classification of facemarks
Proceedings of the 10th international conference on Intelligent user interfaces
A cognitively based approach to affect sensing from text
Proceedings of the 11th international conference on Intelligent user interfaces
Acquiring causal knowledge from text using the connective marker tame
ACM Transactions on Asian Language Information Processing (TALIP)
Understanding how bloggers feel: recognizing affect in blog posts
CHI '06 Extended Abstracts on Human Factors in Computing Systems
Describing and generating multimodal contents featuring affective lifelike agents with MPML
New Generation Computing
Representing emotional momentum within expressive internet communication
IMSA'06 Proceedings of the 24th IASTED international conference on Internet and multimedia systems and applications
Computational support for compelling story telling
Proceedings of the 2006 ACM SIGCHI international conference on Advances in computer entertainment technology
Buzz: telling compelling stories
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Analysis of affect expressed through the evolving language of online communication
Proceedings of the 12th international conference on Intelligent user interfaces
What am I gonna wear?: scenario-oriented recommendation
Proceedings of the 12th international conference on Intelligent user interfaces
A sentimental education: sentiment analysis using subjectivity summarization based on minimum cuts
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Emotions from text: machine learning for text-based emotion prediction
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Generation of variations on theme music based on impressions of story scenes
Proceedings of the 2006 international conference on Game research and development
Expressing emotion in text-based communication
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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
EmoPlayer: A media player for video clips with affective annotations
Interacting with Computers
International Journal of Computer Games Technology - Joint International Conference on Cyber Games and Interactive Entertainment 2006
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
Assessing Sentiment of Text by Semantic Dependency and Contextual Valence Analysis
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
Textual Affect Sensing for Sociable and Expressive Online Communication
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
Affective Text Variation and Animation for Dynamic Advertisement
ACII '07 Proceedings of the 2nd international conference on Affective Computing and Intelligent Interaction
User Study of AffectIM, an Emotionally Intelligent Instant Messaging System
IVA '08 Proceedings of the 8th international conference on Intelligent Virtual Agents
SENTIMENT ASSESSMENT OF TEXT BY ANALYZING LINGUISTIC FEATURES AND CONTEXTUAL VALENCE ASSIGNMENT
Applied Artificial Intelligence
Opinion Mining and Sentiment Analysis
Foundations and Trends in Information Retrieval
The language of emotion in short blog texts
Proceedings of the 2008 ACM conference on Computer supported cooperative work
VIBES: visualizing changing emotional states in personal stories
SRMC '08 Proceedings of the 2nd ACM international workshop on Story representation, mechanism and context
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
An interface for targeted collection of common sense knowledge using a mixture model
Proceedings of the 14th international conference on Intelligent user interfaces
Performance Analysis of an Adaptive User Interface System Based on Mobile Agents
Engineering Interactive Systems
What's next?: emergent storytelling from video collection
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Implementing emotion-based user-aware e-learning
CHI '09 Extended Abstracts on Human Factors in Computing Systems
Representing Emotions with Linguistic Acuity
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
A survey on sentiment detection of reviews
Expert Systems with Applications: An International Journal
Just how mad are you? finding strong and weak opinion clauses
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
EmoHeart: Automation of Expressive Communication of Emotions in Second Life
OCSC '09 Proceedings of the 3d International Conference on Online Communities and Social Computing: Held as Part of HCI International 2009
A machine learning approach to sentiment analysis in multilingual Web texts
Information Retrieval
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Expert Systems with Applications: An International Journal
Automatic event-level textual emotion sensing using mutual action histogram between entities
Expert Systems with Applications: An International Journal
Cohesion Relationships in Tutorial Dialogue as Predictors of Affective States
Proceedings of the 2009 conference on Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling
A hybrid mood classification approach for blog text
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
A method for constructing a movie-selection support system based on Kansei engineering
Proceedings of the 2007 conference on Human interface: Part I
International Journal of Human-Computer Studies
Identifying expressions of emotion in text
TSD'07 Proceedings of the 10th international conference on Text, speech and dialogue
Recognition of affect conveyed by text messaging in online communication
OCSC'07 Proceedings of the 2nd international conference on Online communities and social computing
EmoHeart: conveying emotions in second life based on affect sensing from text
Advances in Human-Computer Interaction - Special issue on emotion-aware natural interaction
SceneMaker: automatic visualisation of screenplays
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Improving mood classification in music digital libraries by combining lyrics and audio
Proceedings of the 10th annual joint conference on Digital libraries
Leveraging sentiment analysis for topic detection
Web Intelligence and Agent Systems
Emotion analysis using latent affective folding and embedding
CAAGET '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text
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
AM: textual attitude analysis model
CAAGET '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text
Emotional perception of fairy tales: achieving agreement in emotion annotation of text
CAAGET '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text
Hierarchical versus flat classification of emotions in text
CAAGET '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text
Recognition of affect, judgment, and appreciation in text
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
SceneMaker: multimodal visualisation of natural language film scripts
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part IV
Emotion Sensitive News Agent (ESNA): A system for user centric emotion sensing from the news
Web Intelligence and Agent Systems
Predicting consumer sentiments from online text
Decision Support Systems
SceneMaker: intelligent multimodal visualization of natural language scripts
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
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
Affect analysis model: Novel rule-based approach to affect sensing from text
Natural Language Engineering
Subjective natural language problems: motivations, applications, characterizations, and implications
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
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
Handling data sparsity in collaborative filtering using emotion and semantic based features
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
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
Adaptive machine learning approach for emotional email classification
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: towards mobile and intelligent interaction environments - Volume Part III
Why-oriented end-user debugging of naive Bayes text classification
ACM Transactions on Interactive Intelligent Systems (TiiS)
Modeling reader's emotional state response on document's typographic elements
Advances in Human-Computer Interaction
Sentiment analysis of news titles the role of entities and a new affective lexicon
EPIA'11 Proceedings of the 15th Portugese conference on Progress in artificial intelligence
Emotion estimation and reasoning based on affective textual interaction
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Emotional sequencing and development in fairy tales
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Investigation of emotive expressions of spoken sentences
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
A chat system based on emotion estimation from text and embodied conversational messengers
ICEC'05 Proceedings of the 4th international conference on Entertainment Computing
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
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
Tracking sentiment in mail: how genders differ on emotional axes
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Sentimatrix: multilingual sentiment analysis service
WASSA '11 Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis
Towards affective collages of presences
UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
A hierarchical approach to mood classification in blogs
Natural Language Engineering
Context-Restricted, role-oriented emotion knowledge acquisition and representation
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Automated mark up of affective information in english texts
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Sentic computing: exploitation of common sense for the development of emotion-sensitive systems
COST'09 Proceedings of the Second international conference on Development of Multimodal Interfaces: active Listening and Synchrony
Affect listeners: acquisition of affective states by means of conversational systems
COST'09 Proceedings of the Second international conference on Development of Multimodal Interfaces: active Listening and Synchrony
Core aspects of affective metacognitive user models
UMAP'11 Proceedings of the 19th international conference on Advances in User Modeling
In the mood for affective search with web stereotypes
Proceedings of the 21st international conference companion on World Wide Web
Seeing the best and worst of everything on the web with a two-level, feature-rich affect lexicon
Proceedings of the 21st international conference companion on World Wide Web
Survey on mining subjective data on the web
Data Mining and Knowledge Discovery
From once upon a time to happily ever after: Tracking emotions in mail and books
Decision Support Systems
Detecting implicit expressions of emotion in text: A comparative analysis
Decision Support Systems
Proactive screening for depression through metaphorical and automatic text analysis
Artificial Intelligence in Medicine
Event-Level textual emotion sensing based on common action distributions between event participants
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Emotion tracking on blogs - a case study for bengali
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Visualizing the affective structure of students interaction
ICHL'12 Proceedings of the 5th international conference on Hybrid Learning
Affect analysis in context of characters in narratives
Expert Systems with Applications: An International Journal
Adapting grounded theory to construct a taxonomy of affect in collaborative online chat
Proceedings of the 30th ACM international conference on Design of communication
Emotion detection state of the art
Proceedings of the CUBE International Information Technology Conference
An empirical model of corporate blog impact in marketing communications
Proceedings of the 13th International Conference on Computer Systems and Technologies
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
ACL '12 Proceedings of the ACL 2012 System Demonstrations
A context-sensitive, multi-faceted model of lexico-conceptual affect
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
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
EmoTales: creating a corpus of folk tales with emotional annotations
Language Resources and Evaluation
Statistical affect detection in collaborative chat
Proceedings of the 2013 conference on Computer supported cooperative work
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
Emotion-based character clustering for managing story-based contents: a cinemetric analysis
Multimedia Tools and Applications
On the effectiveness of emotion extraction techniques
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Using the length of the speech to measure the opinion
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Commonsense-based topic modeling
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining
Keyword-Based Sentiment Mining using Twitter
International Journal of Ambient Computing and Intelligence
Towards Computational Fronesis: Verifying Contextual Appropriateness of Emotions
International Journal of Distance Education Technologies
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
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This paper presents a novel way for assessing the affective qualities of natural language and a scenario for its use. Previous approaches to textual affect sensing have employed keyword spotting, lexical affinity, statistical methods, and hand-crafted models. This paper demonstrates a new approach, using large-scale real-world knowledge about the inherent affective nature of everyday situations (such as "getting into a car accident") to classify sentences into "basic" emotion categories. This commonsense approach has new robustness implications.Open Mind Commonsense was used as a real world corpus of 400,000 facts about the everyday world. Four linguistic models are combined for robustness as a society of commonsense-based affect recognition. These models cooperate and compete to classify the affect of text. Such a system that analyzes affective qualities sentence by sentence is of practical value when people want to evaluate the text they are writing. As such, the system is tested in an email writing application. The results suggest that the approach is robust enough to enable plausible affective text user interfaces.