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Advances in Conceptual Modeling: Theory and Practice: ER 2006 Workshops BP-UML, CoMoGIS, COSS, ECDM, OIS, QoIS, SemWAT, Tucson, AZ, USA, November 6-9, 2006, Proceedings

John F. Roddick ; V. Richard Benjamins ; Samira Si-said Cherfi ; Roger Chiang ; Christophe Claramunt ; Ramez A. Elmasri ; Fabio Grandi ; Hyoil Han ; Martin Hepp ; Miltiadis D. Lytras ; Vojislav B. Mišić ; Geert Poels ; Il-Yeol Song ; Juan Trujillo ; Christelle Vangenot (eds.)

En conferencia: 25º International Conference on Conceptual Modeling (ER) . Tucson, AZ, USA . November 6, 2006 - November 9, 2006

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No detectada 2006 SpringerLink

Información

Tipo de recurso:

libros

ISBN impreso

978-3-540-47703-7

ISBN electrónico

978-3-540-47704-4

Editor responsable

Springer Nature

País de edición

Reino Unido

Fecha de publicación

Información sobre derechos de publicación

© Springer-Verlag Berlin Heidelberg 2006

Tabla de contenidos

An Architecture for Emergent Semantics

Sven Herschel; Ralf Heese; Jens Bleiholder

Emergent Semantics is a new paradigm for inferring semantic meaning from implicit feedback by a sufficiently large number of users of an object retrieval system. In this paper, we introduce a universal architecture for emergent semantics using a central repository within a multi-user environment, based on solid linguistic theories.

Based on this architecture, we have implemented an information retrieval system supporting keyword queries on standard information retrieval corpora. Contrary to existing query refinement strategies, feedback on the retrieval results is incorporated directly into the actual document representations improving future retrievals.

An evaluation yields higher precision values at the standard recall levels and thus demonstrates the effectiveness of the emergent semantics approach for typical information retrieval problems.

- Semantic Web Applications (II) | Pp. 425-434