Discrimination of authorship using visualization
Information Processing and Management: an International Journal
Wrappers for feature subset selection
Artificial Intelligence - Special issue on relevance
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Machine Learning
Using Literal and Grammatical Statistics for Authorship Attribution
Problems of Information Transmission
Mining e-mail content for author identification forensics
ACM SIGMOD Record
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Authorship Attribution with Support Vector Machines
Applied Intelligence
A repetition based measure for verification of text collections and for text categorization
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
An extensive empirical study of feature selection metrics for text classification
The Journal of Machine Learning Research
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
Augmenting Naive Bayes Classifiers with Statistical Language Models
Information Retrieval
Automatic text categorization in terms of genre and author
Computational Linguistics
Authorship verification as a one-class classification problem
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Language independent authorship attribution using character level language models
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1
Applying Authorship Analysis to Extremist-Group Web Forum Messages
IEEE Intelligent Systems
Segmenting documents by stylistic character
Natural Language Engineering
Journal of the American Society for Information Science and Technology
From fingerprint to writeprint
Communications of the ACM - Supporting exploratory search
Effective identification of source code authors using byte-level information
Proceedings of the 28th international conference on Software engineering
Authorship attribution with thousands of candidate authors
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Extracting key-substring-group features for text classification
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Journal of the American Society for Information Science and Technology
Author verification by linguistic profiling: An exploration of the parameter space
ACM Transactions on Speech and Language Processing (TSLP)
Linguistic correlates of style: authorship classification with deep linguistic analysis features
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Stylistic text classification using functional lexical features: Research Articles
Journal of the American Society for Information Science and Technology
Searching with style: authorship attribution in classic literature
ACSC '07 Proceedings of the thirtieth Australasian conference on Computer science - Volume 62
Author Identification Using Imbalanced and Limited Training Texts
DEXA '07 Proceedings of the 18th International Conference on Database and Expert Systems Applications
Measuring Differentiability: Unmasking Pseudonymous Authors
The Journal of Machine Learning Research
Author identification: Using text sampling to handle the class imbalance problem
Information Processing and Management: an International Journal
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Authorship attribution using word sequences
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Effective and scalable authorship attribution using function words
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
N-Gram feature selection for authorship identification
AIMSA'06 Proceedings of the 12th international conference on Artificial Intelligence: methodology, Systems, and Applications
A comparative study of language models for book and author recognition
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
On compression-based text classification
ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
IEEE Transactions on Information Theory
Forensic Authorship Attribution Using Compression Distances to Prototypes
IWCF '09 Proceedings of the 3rd International Workshop on Computational Forensics
Particle Swarm Model Selection for Authorship Verification
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Identifying featured articles in wikipedia: writing style matters
Proceedings of the 19th international conference on World wide web
Authorship classification: a syntactic tree mining approach
Proceedings of the ACM SIGKDD Workshop on Useful Patterns
Authorship attribution using probabilistic context-free grammars
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
A framework for figurative language detection based on sense differentiation
ACLstudent '10 Proceedings of the ACL 2010 Student Research Workshop
Automatic authorship attribution for texts in croatian language using combinations of features
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part II
Language Resources and Evaluation
Plagiarism and authorship analysis: introduction to the special issue
Language Resources and Evaluation
Authorship attribution in the wild
Language Resources and Evaluation
Classifying with co-stems: a new representation for information filtering
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Local histograms of character N-grams for authorship attribution
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
Unsupervised decomposition of a document into authorial components
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Lost in translation: authorship attribution using frame semantics
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Language of vandalism: improving Wikipedia vandalism detection via stylometric analysis
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Authorship classification: a discriminative syntactic tree mining approach
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Authorship attribution with latent Dirichlet allocation
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Author identification in bengali literary works
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Online conversation mining for author characterization and topic identification
Proceedings of the 4th workshop on Workshop for Ph.D. students in information & knowledge management
A weighted profile intersection measure for profile-based authorship attribution
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Authorship Attribution Based on Specific Vocabulary
ACM Transactions on Information Systems (TOIS)
Implicit group membership detection in online text: analysis and applications
SBP'12 Proceedings of the 5th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
CybercrimeIR --- a technological perspective to fight cybercrime
PAISI'12 Proceedings of the 2012 Pacific Asia conference on Intelligence and Security Informatics
A new document author representation for authorship attribution
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
EACL 2012 Proceedings of the Workshop on Computational Approaches to Deception Detection
Stylometric relevance-feedback towards a hybrid book recommendation algorithm
Proceedings of the fifth ACM workshop on Research advances in large digital book repositories and complementary media
Authorship attribution with author-aware topic models
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Conversationally-inspired stylometric features for authorship attribution in instant messaging
Proceedings of the 20th ACM international conference on Multimedia
Authorship attribution based on a probabilistic topic model
Information Processing and Management: an International Journal
Statistical recognition of a set of patterns using novel probability neural network
ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
A unified data mining solution for authorship analysis in anonymous textual communications
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Explanation in computational stylometry
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
The use of orthogonal similarity relations in the prediction of authorship
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Syntactic dependency-based n-grams: more evidence of usefulness in classification
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Syntactic dependency-based n-grams as classification features
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
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
Book recommender prototype based on author's writing style
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Detecting multiple aliases in social media
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Detecting machine-morphed malware variants via engine attribution
Journal in Computer Virology
Proceedings of the 1st International Workshop on Collaborative Annotations in Shared Environment: metadata, vocabularies and techniques in the Digital Humanities
A Comparison of String Similarity Measures for Toponym Matching
Proceedings of The First ACM SIGSPATIAL International Workshop on Computational Models of Place
Syntactic N-grams as machine learning features for natural language processing
Expert Systems with Applications: An International Journal
Account Reachability: A Measure of Privacy Risk for Exposure of a User's Multiple SNS Accounts
Proceedings of International Conference on Information Integration and Web-based Applications & Services
Authorship attribution as a case of anomaly detection: A neural network model
International Journal of Hybrid Intelligent Systems
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Authorship attribution supported by statistical or computational methods has a long history starting from the 19th century and is marked by the seminal study of Mosteller and Wallace (1964) on the authorship of the disputed “Federalist Papers.” During the last decade, this scientific field has been developed substantially, taking advantage of research advances in areas such as machine learning, information retrieval, and natural language processing. The plethora of available electronic texts (e.g., e-mail messages, online forum messages, blogs, source code, etc.) indicates a wide variety of applications of this technology, provided it is able to handle short and noisy text from multiple candidate authors. In this article, a survey of recent advances of the automated approaches to attributing authorship is presented, examining their characteristics for both text representation and text classification. The focus of this survey is on computational requirements and settings rather than on linguistic or literary issues. We also discuss evaluation methodologies and criteria for authorship attribution studies and list open questions that will attract future work in this area. © 2009 Wiley Periodicals, Inc.