SoPhIA: A Unified Architecture for Knowledge Discovery

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 revie...

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Bibliographic Details
Published inAdvances in Web Intelligence pp. 486 - 491
Main Authors Korentzelos, Dimitrios K., Tianfield, Huaglory, Buggy, Tom
Format Book Chapter Conference Proceeding
LanguageEnglish
Published Berlin, Heidelberg Springer Berlin Heidelberg 2005
Springer
SeriesLecture Notes in Computer Science
Subjects
Applied sciences
Artificial intelligence
Computer science; control theory; systems
Computer systems and distributed systems. User interface
Data Mining
Data processing. List processing. Character string processing
Exact sciences and technology
Knowledge Discovery Process
Knowledge Grid
Knowledge Management
Learning and adaptive systems
Memory organisation. Data processing
Ontology
Software
Knowledge engineering
Data analysis
Message passing
Storage management
Grid
World wide web
Knowledge discovery
Information extraction
Distributed system
Data mining
Artificial intelligence
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Summary: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.
ISBN:3540262199
9783540262190
ISSN:0302-9743
1611-3349
DOI:10.1007/11495772_76