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-reviewPublication Information
Output type
Research Output:
Journal Article or Conference Article in Journal
Journal article
Peer-reviewOriginal language
Undefined/UnknownPages 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
0883-9514Publication 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.
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Citations
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Captures
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