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    Finding similar academic Web sites with links, bibliometric couplings and colinks

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    Authors
    Thelwall, Mike
    Wilkinson, David
    Issue Date
    2004
    
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    Abstract
    A common task in both Webmetrics and Web information retrieval is to identify a set of Web pages or sites that are similar in content. In this paper we assess the extent to which links, colinks and couplings can be used to identify similar Web sites. As an experiment, a random sample of 500 pairs of domains from the UK academic Web were taken and human assessments of site similarity, based upon content type, were compared against ratings for the three concepts. The results show that using a combination of all three gives the highest probability of identifying similar sites, but surprisingly this was only a marginal improvement over using links alone. Another unexpected result was that high values for either colink counts or couplings were associated with only a small increased likelihood of similarity. The principal advantage of using couplings and colinks was found to be greater coverage in terms of a much larger number of pairs of sites being connected by these measures, instead of increased probability of similarity. In information retrieval terminology, this is improved recall rather than improved precision.
    Citation
    Information Processing & Management, 40 (3): 515-526
    Publisher
    Elsevier
    Journal
    Information Processing & Management
    URI
    http://hdl.handle.net/2436/27375
    DOI
    10.1016/S0306-4573(03)00042-6
    Additional Links
    http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6VC8-48WPPGX-1&_user=1644469&_rdoc=1&_fmt=&_orig=search&_sort=d&view=c&_acct=C000054077&_version=1&_urlVersion=0&_userid=1644469&md5=3426871bfba523a853ec684de16a9ecf
    Type
    Journal article
    Language
    en
    ISSN
    03064573
    ae974a485f413a2113503eed53cd6c53
    10.1016/S0306-4573(03)00042-6
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    Research Institute in Information and Language Processing

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