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Patterns of semantic relations to improve image content search

, , and . Web Semantics: Science, Services and Agents on the World Wide Web 5 (3): 195--203 (2007)

Abstract

This paper reports on a study to explore how semantic relations can be used to expand a query for objects in an image. The study is part of a project with the overall objective to provide semantic annotation and search facilities for a virtual collection of art resources. In this study we used semantic relations from WordNet for 15 image content queries. The results show that, next to the hyponym/hypernym relation, the meronym/holonym (part-of) relation is particularly useful in query expansion. We identified a number of relation patterns that improve recall without jeopardising precision.

Description

ScienceDirect - Web Semantics: Science, Services and Agents on the World Wide Web : Patterns of semantic relations to improve image content search

Links and resources

DOI:
10.1016/j.websem.2007.05.002
URL:
BibTeX key:
Hollink2007Patterns
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