Concepedia

Semantic Stylometry

Semantic Stylometry is a computational method within authorship attribution that analyzes high-level semantic features, such as topic distributions, word embeddings, and contextual meaning, to identify author-specific patterns in text distinct from surface-level stylistic markers.

17

Publications

486

Citations

58

Authors

27

Institutions

Publications per year

2017–2026

11

Parents

Publications

17

Neural Computation in Stylometry II: An Application to the Works of Shakespeare and Marlowe

Thomas Merriam · Literary and Linguistic Computing · 1994 · 85 citations

, , +13

Overview of the Author Identification Task at PAN-2018: Cross-domain Authorship Attribution and Style Change Detection.

Mike Kestemont, Michael Tschuggnall, Efstathios Stamatatos et al. · CLEF (Working Notes) · 2018 · 73 citations

, , +8

Overview of the Author Identification Task at PAN-2017: Style Breach Detection and Author Clustering.

Michael Tschuggnall, Efstathios Stamatatos, Ben Verhoeven et al. · CLEF (Working Notes) · 2017 · 42 citations

, , +13

Language models and fusion for authorship attribution

Olga Fourkioti, Symeon Symeonidis, Avi Arampatzis · Information Processing & Management · 2019 · 42 citations

, , +9

Discriminative subprofile-specific representations for author profiling in social media

Adrián Pastor López-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante et al. · Knowledge-Based Systems · 2015 · 42 citations

, , +16

1–5 of 17

Authors

58

  1. ES
    Efstathios Stamatatos

    University of the Aegean, Greece

    3 publications · 157 citations

    3

    h-index

  2. MT
    Michael Tschuggnall

    Universität Innsbruck, Austria

    2 publications · 115 citations

    2

    h-index

  3. WD
    Walter Daelemans

    University of Antwerp, Belgium

    2 publications · 115 citations

    2

    h-index

  4. MP
    Martin Potthast

    Bauhaus-Universität Weimar, Germany

    2 publications · 115 citations

    2

    h-index

  5. MM
    Manuel Montes-y-Gómez

    National Institute of Astrophysics, Optics and Electronics, Mexico

    2 publications · 59 citations

    2

    h-index

1–5 of 58

Institutions

27

  1. National Institute of Astrophysics, Optics and Electronics

    Puebla City, Mexico

    2 h-index

    5 publications

    185 citations

  2. Democritus University of Thrace

    Komotini, Greece

    1 h-index

    3 publications

    126 citations

  3. University of Houston

    Houston, United States

    1 h-index

    1 publications

    17 citations

  4. Basingstoke and North Hampshire Hospital

    Basingstoke, United Kingdom

    1 h-index

    1 publications

    85 citations

  5. Tallaght University Hospital

    Dublin, Ireland

    1 h-index

    1 publications

    18 citations

  6. Purdue University West Lafayette

    West Lafayette, United States

    1 h-index

    3 publications

    33 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    1 h-index

    1 publications

    22 citations

  8. Australian National University

    Canberra, Australia

    1 h-index

    2 publications

    24 citations

1–8 of 27

Venues

  1. CLEF (Working Notes)

    3 publications · 125 citations

    3

    h-index

  2. Knowledge-Based Systems

    2 publications · 59 citations

    2

    h-index

  3. Scientometrics

    2 publications · 48 citations

    2

    h-index

  4. 1

    h-index

  5. Notes and Queries

    1 publications · 20 citations

    1

    h-index

1–5