SOPHIA an interactive cluster-based retrieval system for the OHSUMED collection.

SOPHIA an interactive cluster-based retrieval system for the OHSUMED collection.

The ability to perform an exploratory search and retrieval of relevant documents from a large collection of domain-specific documents is an important requirement both in the field of medicine and other areas. In this paper, we present a unsupervised distributional clustering technique called SOPHIA....

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Detalles Bibliográficos
Publicado en:IEEE Transactions on information technology in biomedicine 9, 2 (2005).
Autor Principal: Dobrynin, V.
Formato: Artigo
Idioma:English
Subjects:
MEDLINE testset collection.
OHSUMED collection.
SOPHIA.
Cluster-based information retrieval.
Document corpus.
Domain-specific document.
Exploratory search.
Interactive cluster-based retrieval system.
Interactive search faculty.
Semantically meaningful visual clustering.
Unsupervised distributional clustering technique.