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

Richard Cole, Peter Eklund, Gerd Stumme

Research output: Journal Article or Conference Article in JournalJournal articleResearchpeer-review

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.
Original languageUndefined/Unknown
JournalApplied Artificial Intelligence
Volume17
Issue number3
Pages (from-to)257-280
Number of pages24
ISSN0883-9514
Publication statusPublished - 2003
Externally publishedYes

Keywords

  • Document discovery tool
  • Conceptual Clustering
  • Formal Concept Analysis (FCA)
  • Visual lattice metaphor
  • E-mail navigation

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