Concepedia

Supervised Authorship Attribution

Supervised Authorship Attribution is a machine learning approach within computational stylometry that, by leveraging labeled training data where texts are explicitly associated with known authors, trains predictive models to attribute authorship to unseen texts based on learned linguistic patterns distinguishing individual writers.

23

Publications

2.3K

Citations

69

Authors

40

Institutions

Publications per year

2017–2026

6

Parents

Publications

23

A survey of modern authorship attribution methods

Efstathios Stamatatos · Journal of the American Society for Information Science and Technology · 2008 · 1.1K citations

, , +15

Authorship Attribution for Social Media Forensics

Anderson Rocha, Walter J. Scheirer, Christopher W. Forstall et al. · IEEE Transactions on Information Forensics and Security · 2016 · 224 citations

, , +14

A comparative study of machine learning methods for authorship attribution

Matthew L. Jockers, Daniela Witten · Literary and Linguistic Computing · 2010 · 188 citations

, , +13

Authorship attribution

İlker Nadi Bozkurt, Ozgur Baghoglu, Erkan Uyar · 2007 · 186 citations

, , +15

The effect of author set size and data size in authorship attribution

Koen Luyckx, Walter Daelemans · Literary and Linguistic Computing · 2010 · 154 citations

, , +14

1–5 of 23

Authors

69

  1. ES
    Efstathios Stamatatos

    University of the Aegean, Greece

    2 publications · 1.4K citations

    2

    h-index

  2. MA
    Mahmoud Al‐Ayyoub

    Jordan University of Science and Technology, Jordan

    1 publications · 17 citations

    1

    h-index

  3. DH
    Daniel H. Solomon

    Brigham and Women's Hospital, United States

    1 publications · 12 citations

    1

    h-index

  4. LW
    Lingyu Wang

    Concordia University, Canada

    1 publications · 57 citations

    1

    h-index

  5. TQ
    Tieyun Qian

    Wuhan University, China

    1 publications · 13 citations

    1

    h-index

1–5 of 69

Institutions

40

  1. University of the Aegean

    Mytilene, Greece

    2 h-index

    2 publications

    1.4K citations

  2. Heriot-Watt University

    Edinburgh, United Kingdom

    1 h-index

    2 publications

    20 citations

  3. Chinese Academy of Sciences

    Beijing, China

    1 h-index

    1 publications

    13 citations

  4. Harvard University

    Cambridge, United States

    1 h-index

    1 publications

    12 citations

  5. Uniwersytet Komisji Edukacji Narodowej w Krakowie

    Krakow, Poland

    1 h-index

    1 publications

    58 citations

  6. Radboud University Nijmegen

    Nijmegen, The Netherlands

    1 h-index

    1 publications

    16 citations

  7. University of California, Irvine

    Irvine, United States

    1 h-index

    2 publications

    106 citations

  8. Institute of Software

    Beijing, China

    1 h-index

    1 publications

    13 citations

1–8 of 40

Venues

  1. Literary and Linguistic Computing

    LLC · 5 publications · 479 citations

    5

    h-index

  2. 2

    h-index

  3. International Journal of Web Information Systems

    IJWIS · 1 publications · 17 citations

    1

    h-index

  4. Neurocomputing

    1 publications · 13 citations

    1

    h-index

  5. 1

    h-index

1–5