English
 
Help Privacy Policy Disclaimer
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
 
 
DownloadE-Mail
  Combining Text and Linguistic Document Representations for Authorship Attribution

Kaster, A., Siersdorfer, S., & Weikum, G. (2005). Combining Text and Linguistic Document Representations for Authorship Attribution. In Workshop Stylistic Analysis of Text for Information Access, 28th International SIGIR (pp. 27-35). Saarbrücken, Germany: MPI.

Item is

Files

show Files
hide Files
:
style05kaster.pdf (Any fulltext), 187KB
 
File Permalink:
-
Name:
style05kaster.pdf
Description:
-
OA-Status:
Visibility:
Private
MIME-Type / Checksum:
application/pdf
Technical Metadata:
Copyright Date:
-
Copyright Info:
-
License:
-

Locators

show

Creators

show
hide
 Creators:
Kaster, Andreas1, Author           
Siersdorfer, Stefan1, Author           
Weikum, Gerhard1, Author           
Affiliations:
1Databases and Information Systems, MPI for Informatics, Max Planck Society, ou_24018              

Content

show
hide
Free keywords: -
 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.

Details

show
hide
Language(s): eng - English
 Dates: 2006-04-142005
 Publication Status: Issued
 Pages: -
 Publishing info: Saarbrücken, Germany : MPI
 Table of Contents: -
 Rev. Type: -
 Identifiers: eDoc: 278914
Other: Local-ID: C1256DBF005F876D-4800B599043BBF98C12570AD0039177B-style05kaster
 Degree: -

Event

show
hide
Title: Untitled Event
Place of Event: Salvador, Brazil
Start-/End Date: 2005-08-19

Legal Case

show

Project information

show

Source 1

show
hide
Title: Workshop Stylistic Analysis of Text for Information Access, 28th International SIGIR
Source Genre: Proceedings
 Creator(s):
Affiliations:
Publ. Info: Saarbrücken, Germany : MPI
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 27 - 35 Identifier: -