University of Surrey

Test tubes in the lab Research in the ATI Dance Research

A Trinity of Trials: Surrey's 2014 Attempts at Author Verification---Notebook for PAN at CLEF 2014

Gillam, L and Vartapetiance, A (2014) A Trinity of Trials: Surrey's 2014 Attempts at Author Verification---Notebook for PAN at CLEF 2014 In: CLEF 2014, 2014-09-15 - 2014-09-18, University of Sheffield, UK.

Full text not available from this repository.

Abstract

Encouraged by results from our approaches in previous PAN workshops, this paper explores three different approaches using stopword cooccurrence. High frequency patterns of co-occurrence can be used to some extent as identifiers of an author’s style, and have been demonstrated to operate similarly across certain languages - without requiring deeper linguistic knowledge. However, making best use of such information remains unresolved. We compare results from applying three approaches overs such patterns: a frequency-mean-variance framework; a positional-frequency cosine comparison approach, and a cosine distance-based approach. A clearly advantageous approach across all languages and genres is yet to emerge.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Subjects : Computing
Authors :
NameEmailORCID
Gillam, Ll.gillam@surrey.ac.ukUNSPECIFIED
Vartapetiance, AUNSPECIFIEDUNSPECIFIED
Date : 2014
Related URLs :
Depositing User : Symplectic Elements
Date Deposited : 17 May 2017 13:52
Last Modified : 18 May 2017 12:53
URI: http://epubs.surrey.ac.uk/id/eprint/840626

Actions (login required)

View Item View Item

Downloads

Downloads per month over past year


Information about this web site

© The University of Surrey, Guildford, Surrey, GU2 7XH, United Kingdom.
+44 (0)1483 300800