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  <pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/296/Detecting-Spam-Blogs-A-Machine-Learning-Approach">
    <rdfs:label><![CDATA[Detecting Spam Blogs: A Machine Learning Approach]]></rdfs:label>
    <pub:title><![CDATA[Detecting Spam Blogs: A Machine Learning Approach]]></pub:title>
    <pub:publishedOn rdf:datatype="&xsd;dateTime">2006-07-16T00:00:00-05:00</pub:publishedOn>
    <pub:abstract><![CDATA[Weblogs or blogs are an important new way to publish
information, engage in discussions, and form communities
on the Internet. The Blogosphere has unfortunately
been infected by several varieties of spam-like
content. Blog search engines, for example, are inundated
by posts from splogs – false blogs with machine
generated or hijacked content whose sole purpose is to
host ads or raise the PageRank of target sites. We discuss
how SVM models based on local and link-based
features can be used to detect splogs. We present an
evaluation of learned models and their utility to blog
search engines; systems that employ techniques differing
from those of conventional web search engines. We
evaluate the effectiveness of a combination of features,
and finally report our informal analysis of a blog search
engine index.]]></pub:abstract>
    <pub:organization><![CDATA[ Computer Science and Electrical Engineering]]></pub:organization>
    <pub:counter>4467</pub:counter>
    <pub:googleKey>7aKBgonbm-gJ</pub:googleKey>
    <pub:googleCitations>57</pub:googleCitations>
    <pub:tag><![CDATA[spam]]></pub:tag>
    <pub:tag><![CDATA[splog]]></pub:tag>
    <pub:tag><![CDATA[splog]]></pub:tag>
    <pub:tag><![CDATA[blog]]></pub:tag>
    <pub:tag><![CDATA[blog]]></pub:tag>
    <pub:tag><![CDATA[web spam]]></pub:tag>
    <pub:booktitle><![CDATA[Proceedings of the 21st National Conference on Artificial Intelligence (AAAI 2006)]]></pub:booktitle>
    <pub:publisher><![CDATA[ University of Maryland, Baltimore County]]></pub:publisher>
    <pub:author>
       <rdf:List>
         <rdf:first><person:Alumnus rdf:about="http://ebiquity.umbc.edu/person/html/Pranam/Kolari/"><person:name><![CDATA[Pranam  Kolari]]></person:name><rdfs:label><![CDATA[Pranam  Kolari]]></rdfs:label></person:Alumnus></rdf:first>
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             <rdf:first><person:Alumnus rdf:about="http://ebiquity.umbc.edu/person/html/Akshay/Java/"><person:name><![CDATA[Akshay  Java]]></person:name><rdfs:label><![CDATA[Akshay  Java]]></rdfs:label></person:Alumnus></rdf:first>
             <rdf:rest>
               <rdf:List>
                 <rdf:first><person:PrincipalFaculty rdf:about="http://ebiquity.umbc.edu/person/html/Tim/Finin/"><person:name><![CDATA[Tim  Finin]]></person:name><rdfs:label><![CDATA[Tim  Finin]]></rdfs:label></person:PrincipalFaculty></rdf:first>
                 <rdf:rest>
                   <rdf:List>
                     <rdf:first><person:Collaborator rdf:about="http://ebiquity.umbc.edu/person/html/Tim/Oates/"><person:name><![CDATA[Tim  Oates]]></person:name><rdfs:label><![CDATA[Tim  Oates]]></rdfs:label></person:Collaborator></rdf:first>
                     <rdf:rest>
                       <rdf:List>
                         <rdf:first><person:PrincipalFaculty rdf:about="http://ebiquity.umbc.edu/person/html/Anupam/Joshi/"><person:name><![CDATA[Anupam  Joshi]]></person:name><rdfs:label><![CDATA[Anupam  Joshi]]></rdfs:label></person:PrincipalFaculty></rdf:first>
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    </pub:author>
    <pub:firstAuthor><person:Alumnus rdf:about="http://ebiquity.umbc.edu/person/html/Pranam/Kolari/"><person:name><![CDATA[Pranam  Kolari]]></person:name><rdfs:label><![CDATA[Pranam  Kolari]]></rdfs:label></person:Alumnus></pub:firstAuthor>
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    <pub:relatedProject><project:PastProject rdf:about="http://ebiquity.umbc.edu/project/html/id/56/Semantic-Discovery-Discovering-Complex-Relationships-in-Semantic-Web"><project:title><![CDATA[Semantic Discovery: Discovering Complex Relationships in Semantic Web]]></project:title><rdfs:label><![CDATA[Semantic Discovery: Discovering Complex Relationships in Semantic Web]]></rdfs:label></project:PastProject></pub:relatedProject>
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      <pub:softCopyFormat><![CDATA[PDF Document]]></pub:softCopyFormat>
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      <pub:softCopySize>82077</pub:softCopySize>
    </pub:SoftCopy></pub:softCopy>
    <pub:softCopy><pub:SoftCopy>
      <pub:softCopyFormat><![CDATA[Microsoft PowerPoint]]></pub:softCopyFormat>
      <pub:softCopyURI><![CDATA[http://ebiquity.umbc.edu/get/a/publication/283.ppt]]></pub:softCopyURI>
      <pub:softCopySize>1727488</pub:softCopySize>
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