<p class="H15"><span lang="EN-US">The role of social tags in web resource discovery: an evaluation of <br /> user-generated keywords</span></p>
Online Publishing @ NISCAIR
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dc |
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Title Statement |
<p class="H15"><span lang="EN-US">The role of social tags in web resource discovery: an evaluation of <br /> user-generated keywords</span></p> |
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Added Entry - Uncontrolled Name |
Vaidya, Praveenkumar ; Librarian, Tolani Maritime Institute, Pune and Research Student, Department of Studies in Library and Information Science, University of Mysore, Mysuru. Harinarayana, N. S. ; Associate Professor, Department of Studies in Library and Information Science, University of Mysore, Mysuru. India |
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Uncontrolled Index Term |
Library and Information Science; Information Retrieval;Metadata Social Tagging; Folksonomies; Taxonomies; Information Retrieval; Cosine Similarity |
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Summary, etc. |
<p class="Abst"><span lang="EN-GB">Social tags are user generated metadata and play vital role in Information Retrieval (IR) of web resources. This study is an attempt to determine the similarities between social tags extracted from LibraryThing and Library of Congress Subject Headings (LCSH) for the titles chosen for study by adopting Cosine similarity method. The result shows that social tags and controlled vocabularies are not quite similar due to the free nature of social tags mostly assigned by users whereas controlled vocabularies are attributed by subject experts. In the context of information retrieval and text mining, the Cosine similarity is most commonly adopted method to evaluate the similarity of vectors as it provides an important measurement in terms of degree to know how similar two documents are likely to be in relation to their subject matter. The LibraryThing tags and LCSH are represented in vectors to measure Cosine similarity between them.</span></p> |
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Publication, Distribution, Etc. |
Annals of Library and Information Studies (ALIS) 2017-01-12 10:09:46 |
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Electronic Location and Access |
application/pdf http://op.niscair.res.in/index.php/ALIS/article/view/14494 |
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Data Source Entry |
Annals of Library and Information Studies (ALIS); ##issue.vol## 63, ##issue.no## 4 (2016): Annals of Library and Information Studies |
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Language Note |
en |
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Terms Governing Use and Reproduction Note |
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