Authorship verification using the impostors method: Notebook for PAN at CLEF 2013

Shachar Seidman

Authorship verification using the impostors method: Notebook for PAN at CLEF 2013

Shachar Seidman

Department of Computer Science and Artificial Intelligence

Research output: Contribution to journal › Conference article › peer-review

11 Scopus citations

Abstract

This paper describes the evaluation of the GenIM method, which participated in the PAN' 13 authorship identification competition. The approach is based on comparing the similarity between the given documents and a number of external (impostor) documents, so that documents can be classified as having been written by the same author, if they are shown to be more similar to each other than to the impostors, in a number of trials. The method showed competitive results, achieving the overall 1^st ranking in the competition.

Original language	English
Journal	CEUR Workshop Proceedings
Volume	1179
State	Published - 2013
Event	2013 Cross Language Evaluation Forum Conference, CLEF 2013 - Valencia, Spain Duration: 23 Sep 2013 → 26 Sep 2013

Cite this

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title = "Authorship verification using the impostors method: Notebook for PAN at CLEF 2013",

abstract = "This paper describes the evaluation of the GenIM method, which participated in the PAN' 13 authorship identification competition. The approach is based on comparing the similarity between the given documents and a number of external (impostor) documents, so that documents can be classified as having been written by the same author, if they are shown to be more similar to each other than to the impostors, in a number of trials. The method showed competitive results, achieving the overall 1st ranking in the competition.",

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AB - This paper describes the evaluation of the GenIM method, which participated in the PAN' 13 authorship identification competition. The approach is based on comparing the similarity between the given documents and a number of external (impostor) documents, so that documents can be classified as having been written by the same author, if they are shown to be more similar to each other than to the impostors, in a number of trials. The method showed competitive results, achieving the overall 1st ranking in the competition.

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Authorship verification using the impostors method: Notebook for PAN at CLEF 2013

Abstract

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