Measuring sexually explicit content

Katherine Darroch, George Weir

Research output: Contribution to conferencePaper

93 Downloads (Pure)

Abstract

In this paper we describe an experiment to investigate methods of measuring sexually explicit content in text documents. As a starting point, sample data was collected from a variety of sources and manually sorted into three categories: (i) sexually explicit, (ii) non-sexually explicit, and (iii) content that
contained sexually explicit terms but was not sexually explicit - e.g., information used for sex education. This selection of data was used as a training set in developing three software metrics of the type often used in
content filtering. Thereafter, a test set of six files was used in the experiment. These test files were scored for sexually explicit content by participants in the study and by the three different metrics. The assigned scores were then compared to consider how far the metrics and the users agreed on their view of sexually explicit content. In addition to our contrast between software metrics and users, we also note interesting trends from the participant demographics.
Original languageEnglish
Pages101-112
Number of pages12
Publication statusPublished - 24 Jun 2014
EventCyberforensics 2014 - International Conference on Cybercrime, Security & Digital Forensics - University of Strathclyde, Glasgow, United Kingdom
Duration: 23 Jun 201424 Jun 2014

Conference

ConferenceCyberforensics 2014 - International Conference on Cybercrime, Security & Digital Forensics
CountryUnited Kingdom
CityGlasgow
Period23/06/1424/06/14

Keywords

  • sexually explicit content
  • similarity measures
  • text documents
  • offensive content filtering
  • software metrics
  • Bayes theorem

Fingerprint Dive into the research topics of 'Measuring sexually explicit content'. Together they form a unique fingerprint.

Cite this