285
views
0
recommends
+1 Recommend
1 collections
    4
    shares
       
      • Record: found
      • Abstract: found
      • Conference Proceedings: found
      Is Open Access

      A Framework for Enhanced Text Classification in Sensitivity and Reputation Management

      proceedings-article
      Sixth BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2015) (FDIA 2015)
      Future Directions in Information Access
      31 August - 4 September 2015
      Information retrieval, Text classification, Sensitive information
      Bookmark

            Abstract

            Freedom of Information (FOI) laws state that government documents should be open to the public. However, many government documents contain sensitive information that is exempt from release. In this PhD programme, we aim to develop a framework that can automatically classify sensitive information in documents. However, automatic classification of sensitive information is a complex task that requires a relative judgement on the effect of a combination of factors. In this paper, we present an overview of the features of sensitivity that we can use to automatically classify documents containing FOI exemptions, such as International Relations . Moreover, we argue that current Named Entity Recognition (NER) approaches to classifying sensitive information are not appropriate for classifying FOI exemptions and, therefore, we need classification models that consider the document’s content and context at the time of classification.

            Content

            Author and article information

            Contributors
            Conference
            September 2015
            September 2015
            : 56-58
            Affiliations
            School of Computing Science

            University of Glasgow

            Glasgow

            G12 8QQ
            Article
            10.14236/ewic/FDIA2015.15
            4952fcec-efc5-45a5-9c54-4feda256a799
            © McDonald. Published by BCS Learning and Development Ltd. Proceedings of the 6 th Symposium on Future Directions in Information Access 2015

            This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

            Sixth BCS-IRSG Symposium on Future Directions in Information Access (FDIA 2015)
            FDIA 2015
            6
            Thessaloniki, Greece
            31 August - 4 September 2015
            Electronic Workshops in Computing (eWiC)
            Future Directions in Information Access
            Product
            Product Information: 1477-9358BCS Learning & Development
            Self URI (article page): https://www.scienceopen.com/hosted-document?doi=10.14236/ewic/FDIA2015.15
            Self URI (journal page): https://ewic.bcs.org/
            Categories
            Electronic Workshops in Computing

            Applied computer science,Computer science,Security & Cryptology,Graphics & Multimedia design,General computer science,Human-computer-interaction
            Text classification,Information retrieval,Sensitive information

            Comments

            Comment on this article