Semantic thumbnails: a novel method for summarizing document collections

The concept of thumbnails is common in image representation. A thumbnail is a highly compressed version of an image that provides a small, yet complete visual representation to the human eye. We propose the adaptation of the concept of thumbnails to the domain of documents, whereby a thumbnail of any document can be generated from its semantic content, providing an adequate amount of information about the documents. However, unlike image thumbnails, document thumbnails are mainly for the consumption of software such as search engines, and other content processing systems. With the advent of the semantic web, the requirement for machine processing of documents has become extremely important. We give particular attention to electronic documents in XML and in RDF/XML, with a view towards the processing of documents in the semantic web. Categories and Subject Descriptors E.4 [Data]: Coding and Information Theory—Data compaction and compression; H.3.1 [Information Systems]: Information S...

• Type: Conference
• Year: 2004
• Where: SIGDOC
• Authors: Arijit Sengupta, Mehmet M. Dalkilic, James C. Costello
• Keywords: Document, Semantic Web, SIGDOC 2004, Thumbnails