SoPhIA: a unified architecture for knowledge discovery

Dimitrios K. Korentzelos*, Huaglory Tianfield, Tom Buggy

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper presents a novel architecture Soph.I.A (Sophisticated Intelligent Architecture), which integrates Knowledge Management and Data Mining into a unified Knowledge Discovery Process. Within SophIA Data Mining is driven by knowledge captured from domain experts. Knowledge Grid is briefly reviewed to envision the implementation of the proposed framework.

Original languageEnglish
Title of host publicationAdvances in Web Intelligence: Third International Atlantic Web Intelligence Conference, AWIC 2005, Lodz, Poland, June 6-9, 2005, Proceedings
PublisherSpringer-Verlag
Pages486-491
Number of pages6
ISBN (Electronic)9783540319009
ISBN (Print)9783540262190
DOIs
Publication statusPublished - 24 May 2005
EventThird International Atlantic Web Intelligence Conference on Advances in Web Intelligence - Lodz, Poland
Duration: 6 Jun 20059 Jun 2005

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume3528 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceThird International Atlantic Web Intelligence Conference on Advances in Web Intelligence
Abbreviated titleAWIC 2005
Country/TerritoryPoland
CityLodz
Period6/06/059/06/05

Keywords

  • Data Mining
  • Knowledge Discovery Process
  • Knowledge Grid
  • Knowledge Management
  • Ontology

ASJC Scopus subject areas

  • Theoretical Computer Science
  • General Computer Science

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