FOLKSONOMIES VERSUS AUTOMATIC KEYWORD EXTRACTION: AN EMPIRICAL STUDY
Al-Khalifa, Hend S. and Davis, Hugh C. (2006) FOLKSONOMIES VERSUS AUTOMATIC KEYWORD EXTRACTION: AN EMPIRICAL STUDY. In, IADIS Web Applications and Research 2006 (WAR2006), online, 15 - 19 May 2006.
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Description/Abstract
This paper reports on an evaluation of the keywords produced by Yahoo API context-based term extractor compared to a folksonomy set for the same website. The evaluation process is made in two ways: automatically, by measuring the percentage of overlap between the folksonomy set and Yahoo keywords set; and subjectively, by asking a human indexer to rate the quality of the generated keywords from both systems. The result of the experiment will be considered as an evidence for the rich semantics of folksonomies, thus, they can be used in generating “Semantic Metadata” for annotating web resources stored in del.icio.us.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Additional Information: | Event Dates: 15 – 19 May |
| Keywords: | Folksonomy, Keyword Extraction, Tags, Semantics |
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science > Web & Internet Science |
| Item ID: | 264292 |
| Date Deposited: | 10 Jul 2007 |
| Last Modified: | 01 Mar 2012 20:07 |
| Contributors: | Al-Khalifa, Hend S. (Author) Davis, Hugh C. (Author) |
| Date: | 2006 |
| Additional Information: | Event Dates: 15 – 19 May |
| Status: | Published |
| Further Information: | Google Scholar |
| URI: | http://eprints.soton.ac.uk/id/eprint/264292 |
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- FOLKSONOMIES VERSUS AUTOMATIC KEYWORD EXTRACTION: AN EMPIRICAL STUDY. (deposited 10 Jul 2007) [Currently Displayed]
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