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Using a lightweight multimedia content model for semantic annotation

Choudhury, Smitashree and Breslin, John (2008). Using a lightweight multimedia content model for semantic annotation. In: The 8th International Conference on Information Technology and Telecommunication (IT&T 2008), 23-24 Oct 2008, Galway, Ireland.

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Abstract

In this paper we discuss the use of a multimedia content model for automatic extraction of semantic metadata from multimedia content. We developed a modular and extensible framework to model the content feature of multimedia data and also describe the way it can be integrated with other existing vocabularies. The goal of this model is to generate sufficient understanding of media content, its context and its relation to domain knowledge in order to perform multimedia reasoning. We implemented a tool that analyzes and links low-level descriptions to higher-level domain specific semantic concepts by means of statistical learning and clustering analysis. Experimental result shows the approach performs well in visual concept prediction in the image which can be further augmented with other information sources such as context text and or audio source.

Item Type: Conference Item
Copyright Holders: 2008 The Authors
Keywords: ontology; multimedia annotation; semantic web; image annotation; concept learning
Academic Unit/Department: Knowledge Media Institute
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Item ID: 32450
Depositing User: Smitashree Choudhury
Date Deposited: 06 Feb 2012 14:01
Last Modified: 13 Jul 2013 16:28
URI: http://oro.open.ac.uk/id/eprint/32450
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