Intrinsic Plagiarism Detection and Author Analysis

@InProceedings{10.1007/978-3-030-72240-1_66,
author="Bevendorff, Janek
and Chulvi, BERTa
and Sarrac{\'e}n, Gretel Liz De La Pe{\~{n}}a
and Kestemont, Mike
and Manjavacas, Enrique
and Markov, Ilia
and Mayerl, Maximilian
and Potthast, Martin
and Rangel, Francisco
and Rosso, Paolo
and Stamatatos, Efstathios
and Stein, Benno
and Wiegmann, Matti
and Wolska, Magdalena
and Zangerle, Eva",
editor="Hiemstra, Djoerd
and Moens, Marie-Francine
and Mothe, Josiane
and Perego, Raffaele
and Potthast, Martin
and Sebastiani, Fabrizio",
title="Overview of PAN 2021: Authorship Verification, Profiling Hate Speech Spreaders on Twitter, and Style Change Detection",
booktitle="Advances in  Information Retrieval",
year="2021",
publisher="Springer International Publishing",
address="Cham",
pages="567--573",
abstract="The paper gives a brief overview of the three shared tasks to be organized at the PAN 2021 lab on digital text forensics and stylometry hosted at the CLEF conference. The tasks include authorship verification across domains, author profiling for hate speech spreaders, and style change detection for multi-author documents. In part the tasks are new and in part they continue and advance past shared tasks, with the overall goal of advancing the state of the art, providing for an objective evaluation on newly developed benchmark datasets.",
isbn="978-3-030-72240-1"
}

@inproceedings{tschuggnall-etal-2019-reduce,
    title = "Reduce {\textbackslash}{\&} Attribute: Two-Step Authorship Attribution for Large-Scale Problems",
    author = {Tschuggnall, Michael  and
      Murauer, Benjamin  and
      Specht, G{\"u}nther},
    booktitle = "Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)",
    month = nov,
    year = "2019",
    address = "Hong Kong, China",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/K19-1089",
    doi = "10.18653/v1/K19-1089",
    pages = "951--960",
}

@inproceedings{DBLP:conf/clef/DaelemansKMPPRS19,
author = {Walter Daelemans and
Mike Kestemont and
Enrique Manjavacas and
Martin Potthast and
Francisco M. Rangel Pardo and
Paolo Rosso and
G{\"{u}}nther Specht and
Efstathios Stamatatos and
Benno Stein and
Michael Tschuggnall and
Matti Wiegmann and
Eva Zangerle},
title = {Overview of {PAN} 2019: Bots and Gender Profiling, Celebrity Profiling,
Cross-Domain Authorship Attribution and Style Change Detection},
booktitle = {{Experimental {IR} Meets Multilinguality, Multimodality, and Interaction
- 10th International Conference of the {CLEF} Association, {CLEF}
2019, Lugano, Switzerland, September 9-12, 2019, Proceedings}},
pages = {402--416},
year = {2019},
doi = {10.1007/978-3-030-28577-7_30},
series = {Lecture Notes in Computer Science},
volume = {11696},
publisher = {Springer},
}

@InProceedings{zangerle:2019,
  author =              {Eva Zangerle and Michael Tschuggnall and G{\"{u}}nther Specht and Martin Potthast and Benno Stein},
  booktitle =           {{CLEF 2019 Labs and Workshops, Notebook Papers}},
  crossref =            {pan:2019},
  editor =              {Linda Cappellato and Nicola Ferro and {David {E.}} Losada and Henning M{\"{u}}ller},
  month =               sep,
  publisher =           {CEUR-WS.org},
  title =               {{Overview of the Style Change Detection Task at PAN 2019}},
  url =                 {http://ceur-ws.org/Vol-2380/},
  year =                {2019}
}

@InProceedings{10.1007/978-3-030-28577-7_7,
author="Murauer, Benjamin
and Specht, G{\"u}nther",
editor="Crestani, Fabio
and Braschler, Martin
and Savoy, Jacques
and Rauber, Andreas
and M{\"u}ller, Henning
and Losada, David E.
and Heinatz B{\"u}rki, Gundula
and Cappellato, Linda
and Ferro, Nicola",
title="Generating Cross-Domain Text Classification Corpora from Social Media Comments",
booktitle="20th Conference and Labs of the Evaluation Forum (CLEF'2019)",
year="2019",
publisher="Springer International Publishing",
address="Cham",
pages="114--125",
isbn="978-3-030-28577-7"
}

@InProceedings{10.1007/978-3-030-15719-7_28,
author="Tschuggnall, Michael
and Gerrier, Thibault
and Specht, G{\"u}nther",
editor="Azzopardi, Leif
and Stein, Benno
and Fuhr, Norbert
and Mayr, Philipp
and Hauff, Claudia
and Hiemstra, Djoerd",
title="StyleExplorer: A Toolkit for Textual Writing Style Visualization",
booktitle="Proceedings of the 41th European Conference on Information Retrieval (ECIR 2019): Advances in Information Retrieval",
year="2019",
publisher="Springer International Publishing",
address="Cham",
pages="220--224",
isbn="978-3-030-15719-7"
}

@article{murauer2018dynamic,
  title={Dynamic Parameter Search for Cross-Domain Authorship Attribution},
  author={Murauer, Benjamin and Tschuggnall, Michael and Specht, G{\"u}nther},
  journal={Working Notes of CLEF},
  year={2018}
}

@article{kestemont2018overview,
  title={Overview of the author identification task at PAN-2018: cross-domain authorship attribution and style change detection},
  author={Kestemont, M and Tschuggnall, M and Stamatatos, E and Daelemans, W and Specht, G and Stein, B and Potthast, M},
  journal={Working Notes Papers of the CLEF},
  year={2018}
}

@inproceedings{stamatatos2018overview,
  title={Overview of PAN-2018: Author Identification, Author Profiling, and Author Obfuscation},
  author={Stamatatos, Efstathios and Rangel, Francisco and Tschuggnall, Michael and Kestemont, Mike and Rosso, Paolo and Stein, Benno and Potthast, Martin},
  booktitle={Experimental IR Meets Multilinguality, Multimodality, and Interaction. 9th International Conference of the CLEF Initiative (CLEF 18). Springer, Berlin Heidelberg New York (Sep 2018)},
  year={2018}
}

@inproceedings{DBLP:conf/ecir/zangerle17,
title = {ALF-200k: Towards Extensive Multimodal Analyses of Music Tracks and Playlists},
author = {Eva Zangerle and Michael Tschuggnall and Stefan Wurzinger and Günther Specht},
doi = {10.1007/978-3-319-76941-7_48},
isbn = {978-3-319-76941-7},
year = {2018},
date = {2018-01-01},
booktitle = {Advances in Information Retrieval - 39th European Conference on IR Research, ECIR 2018},
pages = {584--590},
publisher = {Springer},
address = {Cham},
abstract = {In recent years, approaches in music information retrieval have been based on multimodal analyses of music incorporating audio as well as lyrics features. Because most of those approaches are lacking reusable, high-quality datasets, in this work we propose ALF-200k, a publicly available, novel dataset including 176 audio and lyrics features of more than 200,000 tracks and their attribution to more than 11,000 user-created playlists. While the dataset is of general purpose and thus, may be used in experiments for diverse music information retrieval problems, we present a first multimodal study on playlist features and particularly analyze, which type of features are shared within specific playlists and thus, characterize it. We show that while acoustic features act as the major glue between tracks contained in a playlists, also lyrics features are a powerful means to attribute tracks to playlists.}
}

@inproceedings{Murauer2018Translation,
  title={{On the Influence of Machine Translation on Language Origin Obfuscation}},
  author={Murauer, Benjamin and Tschuggnall, Michael and Specht, G\"unther},
  year={2018},
  location={Hanoi, Vietnam},
  booktitle={Proceedings of the 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing'2018)},
  month=3,
  note={(to be published)}
}

@incollection{tschuggnall2017:iup,
	Author = {Michael Tschuggnall},
	Booktitle = {{Medien und Glaubw\"urdigkeit: Interdisziplin\"are Perpektiven auf neue Herausforderungen im medialen Diskurs}},
	Date-Added = {2017-10-31 09:54:00 +0000},
	Date-Modified = {2017-10-31 10:02:07 +0000},
	Editor = {Sandra Mauler, Heike Ortner and Ulrike Pfeiffenberger},
	Pages = {131--140},
	Publisher = {Innsbruck University Press},
	Title = {{Automatisierte Plagiatserkennung in Textdokumenten: Was der Schreibstil eines Autors {\"u}ber die Echtheit verr\"at}},
	Year = {2017}}

@inproceedings{potthast2017overview,
  title={Overview of PAN’17: Author Identification, Author Profiling, and Author Obfuscation},
  author={Potthast, M and Rangel, F and Tschuggnall, M and Stamatatos, E and Rosso, P and Stein, B},
  booktitle={Experimental IR Meets Multilinguality, Multimodality, and Interaction. 8th International Conference of the CLEF Initiative (CLEF 17). Springer, Berlin Heidelberg New York (Sep 2017)},
  year={2017}
}

@article{tschuggnall2017overview,
  title={Overview of the Author Identification Task at PAN 2017: Style Breach Detection and Author Clustering},
  author={Tschuggnall, Michael and Stamatatos, Efstathios and Verhoeven, Ben and Daelemans, Walter and Specht, G{\"u}nther and Stein, Benno and Potthast, Martin},
  journal={Working Notes Papers of the CLEF},
  year={2017}
}

@INPROCEEDINGS{stein2016j,
        AUTHOR             = {Efstathios Stamatatos and Michael Tschuggnall and Ben Verhoeven and Walter Daelemans and Guenther Specht and Benno Stein and Martin Potthast},
        BOOKTITLE          = {Working Notes Papers of the CLEF 2016 Evaluation Labs},
        ISSN               = {1613-0073},
        MONTH              = sep,
        PUBLISHER          = {CLEF and CEUR-WS.org},
        SERIES             = {CEUR Workshop Proceedings},
        TITLE              = {{Clustering by Authorship Within and Across Documents}},
        URL                = {http://ceur-ws.org/Vol-1609/},
        YEAR               = {2016},
pages = {691--715}
}

@INPROCEEDINGS{stein:2016i,
        ADDRESS            = {Berlin Heidelberg New York},
        AUTHOR             = {Paolo Rosso and Francisco Rangel and Martin Potthast and Efstathios Stamatatos and Michael Tschuggnall and Benno Stein},
        BOOKTITLE          = {Experimental IR Meets Multilinguality, Multimodality, and Interaction. 7th International Conference of the CLEF Initiative (CLEF 16)},
        DOI                = {10.1007/978-3-319-44564-9_28},
        EDITOR             = {Norbert Fuhr and Paulo Quaresma and Birger Larsen and Teresa Gon{\c c}alves and Krisztian Balog and Craig Macdonald and Linda Cappellato and Nicola Ferro},
        ISBN               = {978-3-319-44564-9},
        MONTH              = sep,
        PAGES              = {},
        PUBLISHER          = {Springer},
        TITLE              = {{Overview of PAN'16---New Challenges for Authorship Analysis: Cross-genre Profiling, Clustering, Diarization, and Obfuscation}},
        YEAR               = {2016}
}

@INBOOK {tschuggnall-ats100,
    author        = "Michael Tschuggnall and G{\"u}nther Specht and Christian Riepl",
    title         = "{Algorithmisch unterst{\"u}tzte Literarkritik: Eine grammatikalische Analyse zur Bestimmung von Schreibstilen}",
    publisher     = "EOS-Verlag",
    year          = "2016",
    date-added    = "2017-01-19 10:39:47 +0000",
    date-modified = "2017-01-19 10:45:43 +0000",
    editor        = "H. Rechenmacher",
    book          = "Arbeiten zu Text und Sprache im Alten Testament, In Memoriam Wolfgang Richter",
    chapter       = "100. Band (ATS 100)",
    pages         = "415-428"
}

@inproceedings{tschuggnall2016plagiarism,
  title={From Plagiarism Detection to Bible Analysis: The Potential of Machine Learning for Grammar-Based Text Analysis},
  author={Tschuggnall, Michael and Specht, G{\"u}nther},
  booktitle={Joint European Conference on Machine Learning and Knowledge Discovery in Databases},
  pages={245--248},
  year={2016},
  organization={Springer}
}

@ARTICLE {tschuggnall2015:onthepotential,
    author  = "Michael Tschuggnall and G{\"u}nther Specht",
    title   = "{On the Potential of Grammar Features for Automated Author Profiling}",
    journal = "International Journal On Advances in Intelligent Systems",
    year    = "2015",
    volume  = "8",
    number  = "3\&4",
    pages   = "255-265"
}

@INCOLLECTION {tschuggnall2015-gid15,
    author    = "Michael Tschuggnall",
    title     = "{Intrinsische Plagiatserkennung und Autorenerkennung mittels Grammatikanalyse}",
    booktitle = "Ausgezeichnete Informatikdissertationen 2014",
    publisher = "Bonner K{\"o}llen Druck+Verlag",
    year      = "2015",
    editor    = "Steffen H{\"o}lldobler",
    volume    = "D-15",
    series    = "GI-Edition – Lecture Notes in Informatics (LNI)",
    pages     = "279-288"
}