Folksonomies versus Automatic Keyword Extraction: An Empirical Study
Folksonomies versus Automatic Keyword Extraction: An Empirical Study
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.
Folksonomy, Keyword Extraction, Tags, Semantics
132-143
Al-Khalifa, Hend S.
b464bced-9859-47ef-829a-4675dfdba01e
Davis, Hugh C.
1608a3c8-0920-4a0c-82b3-ee29a52e7c1b
Isaías, Pedro
b6e5424a-6da9-4789-ae6f-85e91bcf6f7b
Paprzycki, Marcin
c3ed0503-60a6-4d1c-acca-c9927fb42dea
October 2006
Al-Khalifa, Hend S.
b464bced-9859-47ef-829a-4675dfdba01e
Davis, Hugh C.
1608a3c8-0920-4a0c-82b3-ee29a52e7c1b
Isaías, Pedro
b6e5424a-6da9-4789-ae6f-85e91bcf6f7b
Paprzycki, Marcin
c3ed0503-60a6-4d1c-acca-c9927fb42dea
Al-Khalifa, Hend S. and Davis, Hugh C.
,
Isaías, Pedro and Paprzycki, Marcin
(eds.)
(2006)
Folksonomies versus Automatic Keyword Extraction: An Empirical Study.
IADIS INTERNATIONAL JOURNAL ON COMPUTER SCIENCE AND INFORMATION SYSTEMS (IJCSIS), Vol. 1 (Number), .
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.
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Published date: October 2006
Additional Information:
Event Dates: 15 – 19 May
Venue - Dates:
IADIS Web Applications and Research 2006 (WAR2006), online, 2006-05-15 - 2006-05-19
Keywords:
Folksonomy, Keyword Extraction, Tags, Semantics
Organisations:
Web & Internet Science
Identifiers
Local EPrints ID: 263155
URI: http://eprints.soton.ac.uk/id/eprint/263155
ISSN: 1646-3692
PURE UUID: 3909ae23-4fdf-4a06-8bcf-af682784addd
Catalogue record
Date deposited: 07 Nov 2006
Last modified: 15 Mar 2024 02:36
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Contributors
Author:
Hend S. Al-Khalifa
Author:
Hugh C. Davis
Editor:
Pedro Isaías
Editor:
Marcin Paprzycki
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