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Document retrieval for e-mail search and discovery using formal concept analysis

  • Richard Cole
    ,
  • Peter Eklund
    ,
  • Gerd Stumme
  • The University of Queensland
Research Output:
Journal Article or Conference Article in Journal
Journal article
Peer-review

Publication Information

Output type

Research Output:
Journal Article or Conference Article in Journal
Journal article
Peer-review

Original language

Undefined/Unknown

Pages from-to (Number of pages)

Pages 257-280 (24 pages)

Journal (Volume, Issue Number)

Applied Artificial Intelligence (Volume 17, Issue 3)

Publication milestones

  • Published - 2003

Publication status

Published - 2003

ISSN

0883-9514

Publication IDs

  • Scopus: 0242415193

Abstract

This paper discusses a document discovery tool based on Conceptual Clustering by Formal Concept Analysis. The program allows users to navigate e-mail using a visual lattice metaphor rather than a tree. It implements a virtual file structure over e-mail where files and entire directories can appear in multiple positions. The content and shape of the lattice formed by the conceptual ontology can assist in e-mail discovery. The system described provides more flexibility in retrieving stored e-mails than what is normally available ine-mail clients. The paper discusses how conceptual ontologies can leverage traditional document retrieval systems and aid knowledge discovery in document collections.

Publication metrics

PlumX

Citations
72
Captures
14