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A survey of modern authorship attribution methods

Efstathios Stamatatos
2009 Journal of the American Society for Information Science and Technology  
Authorship attribution supported by statistical or computational methods has a long history starting from 19th century and marked by the seminal study of Mosteller and Wallace (1964) on the authorship  ...  In this paper, a survey of recent advances of the automated approaches to attributing authorship is presented examining their characteristics for both text representation and text classification.  ...  A significant part of modern authorship attribution studies apply the proposed techniques to literary works of undisputed authorship, including American and English literature (Uzuner & Katz, 2005; McCarthy  ... 
doi:10.1002/asi.21001 fatcat:5rs246i4rbe4dgbquizw5pyjqm

Authorship Attribution

Patrick Juola
2007 Foundations and Trends in Information Retrieval  
Section 6 goes on to present some results in empirical evaluation and comparative testing of authorship attribution methods, focusing mainly on the results from the 2004 Ad-hoc Authorship Attribution Competition  ...  Section 8 discusses the specific problems of using authorship attribution in court, in a forensic setting.  ... 
doi:10.1561/1500000005 fatcat:eetb3357jjepfg2qk62ltrhccq

Authorship Analysis Studies: A Survey

2014 International Journal of Computer Applications  
The objective in this paper is to provide a review of the different studies done on authorship analysis.  ...  CONCLUSION In this paper, different feature types and methods proposed in the field of authorship analysis were surveyed.  ...  AUTHORSHIP ANALYSIS 2.1 Authorship attribution Authorship attribution is particularly concerned with the identification of the real author of a disputed anonymous document.  ... 
doi:10.5120/15038-3384 fatcat:nhhdvoqf7zbpjcmnvcw4hwfxte

Page 212 of Speculum Vol. 15, Issue 2 [page]

1940 Speculum  
Sometimes, too, even when a given penitential is allocated to the correct country or region, some modern scholars have attributed it to the wrong author, or have ascribed it to a certain author without  ...  of peni- tentials, is frequently attributed, without adequate evidence, either to the famous Finnian of Clonard or to him of Moville* (Magh Bile); a certain peniten- tial of Frankish origin,‘ from the  ... 


2016 Institute of Classical Studies of the University of London. Bulletin  
Juola, 'The Rowling case: A proposed standard analytic protocol for authorship questions', DSH [2016]. 13 E. Stamatatos, 'A survey of modern authorship attribution methods', JASIST 60 (2009) 538-556.  ...  As early as the late 1970s it was realized that this question of single or multiple authorship in a corpus offered a perfect test case for statistical methods of authorship attribution.  ...  Appendix 2: Background Corpus Our background corpus includes almost all the works of ancient Latin historiography as well as generous selection of prose authors from the first century BC to the sixth AD  ... 
doi:10.1111/j.2041-5370.2016.12043.x fatcat:xszj6ihhqnhbrlelt4lunbxjhq

Page 252 of The Library Vol. 18, Issue 3 [page]

1996 The Library  
We can hardly bring a book into the world without authorial attribution’.  ...  Maybe not: ‘the ascendant power of authorship, over the last few centuries, mirrors the self-possessive habits of modernity . ..  ... 

On Authorship Attribution of Telugu Text

S. Nagaprasad, N. Krishnaveni, J. K. R. Sastry, A. Vinayababu
2016 Indian Journal of Science and Technology  
Background/Objectives: Authorship Attribution is one of the text classification methods. It is useful to find out the author with a given set of text based on author writing style.  ...  Findings: The task of Authorship Attribution can be imposed to a range of exercises such as Scientific Analysis, Stealing Recognition and Authorship Recognition.  ...  Modern Authorship Attribution is also known as Non-Traditional Authorship Attribution. This method is used for Machine Learning techniques to recognize author's handwriting approach.  ... 
doi:10.17485/ijst/2016/v9i35/98735 fatcat:sas3swodsbcwph6m3ffusy26qa

A Short-Patterning of the Texts Attributed to Al Ghazali: A "Twitter Look" at the Problem

Zeev Volkovich
2020 Mathematics  
We treat the task with the general authorship attribution problematics and employ a Convolutional Neural Network (CNN), intended in combination with a balancing procedure to recognize short, concise templates  ...  An evaluation of the results on a previously tagged collection of books ascribed to Al Ghazali demonstrates the method's high reliability in recognizing the source authorship.  ...  Conflicts of Interest: The author declares no conflict of interest. Mathematics 2020, 8, 1937  ... 
doi:10.3390/math8111937 fatcat:inasxr6jlvfutnwbkyabbbfoki

Author contributions to ecological publications: What does it mean to be an author in modern ecological research?

John M. Logan, Sarah B. Bean, Andrew E. Myers, Sergi Lozano
2017 PLoS ONE  
Acknowledgments We would like to thank all of the researchers that participated in our survey.  ...  We would also like to thank Tim Miller, Heather Haas, Ana Marušić, and two anonymous reviewers for providing valuable input to earlier versions of this manuscript.  ...  of our survey results do offer some insight into modern trends.  ... 
doi:10.1371/journal.pone.0179956 pmid:28650967 pmcid:PMC5484501 fatcat:vl47vlc6wnbgnhrpm2k2kly4ba

Bibliography of Economics, 1751-1775. Henry Higgs

Jacob Viner
1935 Journal of Political Economy  
Sometimes the social survey has degenerated into sterile fact-finding; sometimes it has led enthusiasts to predict social salvation by way of the statistical method.  ...  The authors use quantitative data to picture the kind of life our civilization provides for the working population of a modern city.  ... 
doi:10.1086/254860 fatcat:y2e65lf7nnbtboe5brnnzxizdu

In Search of the Author of Chronica Polonorum Ascribed to Gallus Anonymus: A Stylometric Reconnaissance

Maciej Eder
2015 Acta Poloniae Historica  
The attribution attempt put forth by M.  ...  The article deals with the question of authorship of the thirteenth-century Chronica Polonorum (or Gesta principium Polonorum [The Deeds of the Princes of the Poles]), also known as The Polish Chronicle  ...  Authorship: An Introduction (Cambridge, 2002), Chap. 2: 'Historical survey', 14-31; Efstathios Stamatatos, 'A Survey of Modern Authorship Attribution Methods', Journal of the American Society for Information  ... 
doi:10.12775/aph.2015.112.01 fatcat:t4l6qy5m75fchab7cs5x7fcx2i

Overview of the International Authorship Identification Competition at PAN-2011

Shlomo Argamon, Patrick Juola
2011 Conference and Labs of the Evaluation Forum  
The two variations of authorship identification that were explored were authorship attribution, determining which of a known set of authors wrote a text, and authorship verification, determining if a specific  ...  We summarize the methods used by the various participants, which were quite varied, and present the overall results of the evaluation.  ...  Thanks are also due all the participants who made this effort such a success. Development of this competition was funded in part by National Science Foundation grant CRI-CRD-0751198.  ... 
dblp:conf/clef/ArgamonJ11 fatcat:ekc6od3trnakxecztlhhbwzfo4

Translate Once, Translate Twice, Translate Thrice and Attribute: Identifying Authors and Machine Translation Tools in Translated Text

Aylin Caliskan, Rachel Greenstadt
2012 2012 IEEE Sixth International Conference on Semantic Computing  
We also propose a novel method to perform machine translator and authorship attribution of translated texts using a feature set that led to 91.13% and 91.54% accuracy on average, respectively.  ...  The main contribution of our work is the discovery of a feature set used to accurately perform both translator and authorship attribution on a corpus of diverse topics from the twenty-first century, which  ...  The results of such a survey will depend on the translator's ability to preserve semantics.  ... 
doi:10.1109/icsc.2012.46 dblp:conf/semco/CaliskanG12 fatcat:mylm7bgqkrgwlbhmubpthwmptu

A Computational Approach to Authorship Verification of Johann Wolfgang Goethe's Contributions to the Frankfurter gelehrte Anzeigen (1772–73)

Mike Kestemont, Gunther Martens, Thorsten Ries
2019 Journal of European Periodical Studies  
The article proposes a computational stylometric authorship verification approach to contribute to the solution of the longstanding philological problem concerning Johann Wolfgang Goethe's (1749-1832)  ...  anonymous contributions to the journal Frankfurter gelehrte Anzeigen of 1772/73 (FgA).  ...  changes in the results of authorship attribution.  ... 
doi:10.21825/jeps.v4i1.10188 fatcat:mmpwkaxh2rf7vpjople3yg6gdm

The Effectiveness of Stemming in the Stylometric Authorship Attribution in Arabic

Abdulfattah Omar, Wafya Ibrahim
2020 International Journal of Advanced Computer Science and Applications  
The recent years have witnessed the development of numerous approaches to authorship attribution including statistical and linguistic methods.  ...  By way of illustration, a corpus of 2400 news articles written by different 97 authors is designed.  ...  take this opportunity to thank Prince Sattam Bin Abdulaziz University in Saudi Arabia alongside its Scientific Deanship, for all technical support it has unstintingly provided towards the fulfillment of  ... 
doi:10.14569/ijacsa.2020.0110114 fatcat:nj223lrfjvendiwk6caivszt4i
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