Semantic Analysis of tags for the Social Classification of Resources in Tagging Systems
Tagging System or Collaborative Tagging System allows the user to tag or annotate the resource. T... more Tagging System or Collaborative Tagging System allows the user to tag or annotate the resource. Tagging has reached its peak in recent days due to the huge availability of web resources. Hence classification of such web resources is into classes is a vibrant mechanism which can make the search and access more speedy and rapid. Manual classification of available resources on the web is high-priced. Hence the automated classifiers are used to speed up the classification and reduce the cost. This paper deals with the semantic analysis of tags. The user supplied tags helps to find the aboutness of the resource and also support the classification. The Tagging systems make use of Support Vector Machine (SVM) as the state-of-the-art classification algorithm. Two large scale datasets such as delicious and LibraryThing have been used to understand the essence of social classification. This system holds up the structure for user defined annotations to extremely revamp the folksonomies.
Grouping resources into set of classes allows easy access to the resources we use in our day-to-d... more Grouping resources into set of classes allows easy access to the resources we use in our day-to-day lives. This classification makes the search faster and easier. The process of classifying the resources manually becomes expensive. This cost effectiveness switch to automated classification of resources which depends on the content of the data. This paper deals with the semantic analysis of tags. Collaborative tagging system allows any user to annotate the web resources. The user annotations can be useful to discover the aboutness of resources and also helps to ascertain classification. The social tagging system focuses on using support vector machine (SVM) as a state-of-the-art classification algorithm. We have two large scale social tagging data sets to interpret the characteristics of social classification. This System supports user defined annotations which immensely renovate folksonomies.
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Papers by Annie Dafney