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Author, Editor

Author(s):

Kaster, Andreas
Siersdorfer, Stefan
Weikum, Gerhard

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Editor(s):

Argamon, Shlomo
Karlgren, Jussi
Shanahan, James G.

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Not MPII Editor(s):

Argamon, Shlomo
Karlgren, Jussi
Shanahan, James G.

BibTeX cite key*:

style05kaster

Title, Booktitle

Title*:

Combining Text and Linguistic Document Representations for Authorship Attribution


style05kaster.pdf (186.31 KB)

Booktitle*:

Workshop Stylistic Analysis of Text for Information Access, 28th International SIGIR

Event, URLs

URL of the conference:

http://lingcog.iit.edu/style2005

URL for downloading the paper:

http://www.mpi-inf.mpg.de/~stesi/sources/2005/style05siers.pdf

Event Address*:

Salvador, Brazil

Language:

English

Event Date*
(no longer used):


Organization:


Event Start Date:

19 August 2005

Event End Date:

2 November 2005

Publisher

Name*:

ACM

URL:


Address*:

New York, USA

Type:


Vol, No, Year, pp.

Series:


Volume:

1

Number:


Month:

August

Pages:

27-35

Year*:

2005

VG Wort Pages:

35

ISBN/ISSN:


Sequence Number:


DOI:




Note, Abstract, ©


(LaTeX) Abstract:

In this paper, we provide several alternatives to the classical
Bag-Of-Words model for automatic authorship attribution.
To this end, we consider linguistic and writing style infor-
mation such as grammatical structures to construct di®er-
ent document representations. Furthermore we describe two
techniques to combine the obtained representations: combi-
nation vectors and ensemble based meta classi¯cation. Our
experiments show the viability of our approach.

Keywords:

linguistic information, writing style information, combina-



Download
Access Level:

Public

Correlation

MPG Unit:

Max-Planck-Institut für Informatik



MPG Subunit:

Databases and Information Systems Group

Research Context:

Automatic Document Classification

Audience:

popular

Appearance:

MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, VG Wort



BibTeX Entry:

@INPROCEEDINGS{style05kaster,
AUTHOR = {Kaster, Andreas and Siersdorfer, Stefan and Weikum, Gerhard},
EDITOR = {Argamon, Shlomo and Karlgren, Jussi and Shanahan, James G.},
TITLE = {Combining Text and Linguistic Document Representations for Authorship Attribution},
BOOKTITLE = {Workshop Stylistic Analysis of Text for Information Access, 28th International SIGIR},
PUBLISHER = {ACM},
YEAR = {2005},
VOLUME = {1},
PAGES = {27--35},
ADDRESS = {Salvador, Brazil},
MONTH = {August},
}


Entry last modified by Ralf Schenkel, 02/13/2007
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Editor(s)
Andreas Kaster
Created
11/02/2005 11:23:35 AM
Revisions
9.
8.
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6.
5.
Editor(s)
Ralf Schenkel
Adriana Davidescu
Adriana Davidescu
Christine Kiesel
Christine Kiesel
Edit Dates
13.02.2007 11:48:35
11.08.2006 14:02:25
11.08.2006 14:01:49
14.04.2006 13:06:38
23.01.2006 17:23:17
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