Skip to main navigation Skip to search Skip to main content

On preference order of DRSA conditional attributes for computational stylistics

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Citations (Scopus)

Abstract

Computational stylistics (or stylometry) advocates that any writing style can be uniquely defined by quantitative measures. The patterns observed in textual descriptors are specific to authors in such high degree that it enables their recognition. In processing there can be employed techniques from artificial intelligence domain such as Dominance-Based Rough Set Approach (DRSA). Its starting point comprises establishing a preference order in value sets of attributes, which can be dictated by domain knowledge, arbitrarily assumed, or obtained through some analysis. The paper describes the process of finding preference orders through such sequential adjustments that lead to induction of minimal cover decision algorithms with the highest classification accuracy.

Original languageEnglish
Title of host publicationDatabase and Expert Systems Applications - 24th International Conference, DEXA 2013, Proceedings
PublisherSpringer Verlag
Pages26-33
Number of pages8
EditionPART 2
ISBN (Print)9783642401725
DOIs
Publication statusPublished - 2013
Event24th International Conference on Database and Expert Systems Applications, DEXA 2013 - Prague, Czech Republic
Duration: 26 Aug 201329 Aug 2013

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 2
Volume8056 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference24th International Conference on Database and Expert Systems Applications, DEXA 2013
Country/TerritoryCzech Republic
CityPrague
Period26/08/1329/08/13

Keywords

  • Authorship Attribution
  • Computational Stylistics
  • Conditional Attributes
  • DRSA
  • Decision Algorithm
  • Preference Order

ASJC Scopus subject areas

  • Theoretical Computer Science
  • General Computer Science

Fingerprint

Dive into the research topics of 'On preference order of DRSA conditional attributes for computational stylistics'. Together they form a unique fingerprint.

Cite this