C4.5: programs for machine learning
C4.5: programs for machine learning
Affective computing
Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
A model of textual affect sensing using real-world knowledge
Proceedings of the 8th international conference on Intelligent user interfaces
Mining the peanut gallery: opinion extraction and semantic classification of product reviews
WWW '03 Proceedings of the 12th international conference on World Wide Web
Style mining of electronic messages for multiple authorship discrimination: first results
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
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
Computing Attitude and Affect in Text: Theory and Applications (The Information Retrieval Series)
Computing Attitude and Affect in Text: Theory and Applications (The Information Retrieval Series)
Thumbs up?: sentiment classification using machine learning techniques
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
The design, implementation, and use of the Ngram statistics package
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Foundations and Trends in Information Retrieval
Multimodal recognition of personality traits in social interactions
ICMI '08 Proceedings of the 10th international conference on Multimodal interfaces
VIBES: visualizing changing emotional states in personal stories
SRMC '08 Proceedings of the 2nd ACM international workshop on Story representation, mechanism and context
Modeling the Personality of Participants During Group Interactions
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Using linguistic cues for the automatic recognition of personality in conversation and text
Journal of Artificial Intelligence Research
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
Individuality and alignment in generated dialogues
INLG '06 Proceedings of the Fourth International Natural Language Generation Conference
International Journal of Human-Computer Studies
Birds of a feather: How personality influences blog writing and reading
International Journal of Human-Computer Studies
Designing and evaluating a wizarded uncertainty-adaptive spoken dialogue tutoring system
Computer Speech and Language
Towards personality-based user adaptation: psychologically informed stylistic language generation
User Modeling and User-Adapted Interaction
Empirical evaluation of authorship obfuscation using JGAAP
Proceedings of the 3rd ACM workshop on Artificial intelligence and security
Causal-modelling of personality traits: extraversion and locus of control
Proceedings of the 2nd international workshop on Social signal processing
HBU'10 Proceedings of the First international conference on Human behavior understanding
Employing social gaze and speaking activity for automatic determination of the Extraversion trait
International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction
Blog tells what kind of personality you have: egogram estimation from Japanese weblog
Proceedings of the ACM 2011 conference on Computer supported cooperative work
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
Personality estimation based on weblog text classification
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II
Large scale personality classification of bloggers
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Please, tell me about yourself: automatic personality assessment using short self-presentations
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Information Retrieval on the Blogosphere
Foundations and Trends in Information Retrieval
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
Paralinguistics in speech and language-State-of-the-art and the challenge
Computer Speech and Language
Multimodal recognition of personality traits in human-computer collaborative tasks
Proceedings of the 14th ACM international conference on Multimodal interaction
The role of emotional stability in Twitter conversations
Proceedings of the Workshop on Semantic Analysis in Social Media
Don't ask me what i'm like, just watch and listen
Proceedings of the 20th ACM international conference on Multimedia
Content-based similarity measures of weblog authors
Proceedings of the 5th Annual ACM Web Science Conference
Improving user profile with personality traits predicted from social media content
Proceedings of the 7th ACM conference on Recommender systems
Hi YouTube!: personality impressions and verbal content in social video
Proceedings of the 15th ACM on International conference on multimodal interaction
Predicting user personality by mining social interactions in Facebook
Journal of Computer and System Sciences
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We report initial results on the relatively novel task of automatic classification of author personality. Using a corpus of personal weblogs, or 'blogs', we investigate the accuracy that can be achieved when classifying authors on four important personality traits. We explore both binary and multiple classification, using differing sets of n-gram features. Results are promising for all four traits examined.