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An Approach to Art Collections Management and Content-based Recovery

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This study presents a comprehensive solution to the collection management, which is based on the model for Cultural Objects (CCO). The developed system manages and spreads the collections that are safeguarded in museums and galleries more easily by using IT. In particular, we present our approach for a non-structured search and recovery of the objects based on the annotation of artwork images. In this methodology, we have introduced a faceted search used as a framework for multi-classification and for exploring/browsing complex information bases in a guided, yet unconstrained way, through a visual interface.

Abstract

This study presents a comprehensive solution to the collection management, which is based on the model for Cultural Objects (CCO). The developed system manages and spreads the collections that are safeguarded in museums and galleries more easily by using IT. In particular, we present our approach for a non-structured search and recovery of the objects based on the annotation of artwork images. In this methodology, we have introduced a faceted search used as a framework for multi-classification and for exploring/browsing complex information bases in a guided, yet unconstrained way, through a visual interface.

참고문헌 (13)

  1. "Categories for the Description of Works of Art (CDWA)"[URL]
  2. Baca, M, "Cataloging Cultural Objects: A Guide to Describing Cultural Works and Their Images" (2006), American Library Association
  3. Gilliland-Swetland, "Setting the Stage: Defining Metadata in Introduction to Metadata: Pathways to Digital Information (Third edition summer )", pp.12~ (2006)
  4. "DOMUS"[URL]
  5. JOCONDE, "Catalogue des collections des musees de France", ~ (2004)
  6. Lambe Patrick, "Organising Knowledge: Taxonomies, Knowledge and Organisational Effectiveness" (2007), Chandos Publishing
  7. Sacco, G. M, "Dynamic Taxonomies: A Model for Large Information Bases", IEEE Transactions on Knowledge and Data Engineering, 12(2), pp.468~479 (2000)
  8. Sacco, Giovanni Maria, "Dynamic Taxonomies and Faceted Search Theory, Practice, and Experience, In The Information Retrieval Series, Vol. 25", pp.340~ (2009)
  9. Stoica Emilia, "Automating Creation of Hierarchical Faceted Metadata Structures", the proceedings of the Human Language Technology Conference (NAACLHLT), Rochester NY, pp.244~251 (2007)
  10. "Introducción a la Recuperación de Información - Conceptos, modelos y algoritmos básicos. Universidad Nacional de Luján, Argentina"[URL]
  11. "El ABC del Arte Del Siglo XX, Primera Edición En Español" (1999), Editorial Phaidon Press Limited
  12. "Using Faceted Classification to Assist Indexing. Contextual Analysis" (2003)[URL]
  13. Tzitzikas Yannis, "An Algebra for Specifying Valid Compound Terms in Faceted Taxonomies", Journal Data & Knowledge Engineering, 62(1), pp.1~40 (2007), Elsevier Science Publishers

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