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      A Framework for Enhanced Text Classification in Sensitivity and Reputation Management

      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

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          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.

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          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
          © 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

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