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- Models_of_collaborative_tagging abstract "Many have argued that social tagging or collaborative tagging systems can provide navigational cues or “way-finders” for other users to explore information. The notion is that, given that social tags are labels that users create to represent topics extracted from Web documents, interpretation of these tags should allow other users to predict contents of different documents efficiently. Social tags are arguably more important in exploratory search, in which the users may engage in iterative cycles of goal refinement and exploration of new information (as opposed to simple fact-retrievals), and interpretation of information contents by others will provide useful cues for people to discover topics that are relevant. One significant challenge that arises in social tagging systems is the rapid increase in the number and diversity of the tags. As opposed to structured annotation systems, tags provide users an unstructured, open-ended mechanism to annotate and organize web-content. As users are free to create any tag to describe any resource, it leads to what is referred to as the vocabulary problem. Because users may use different words to describe the same document or extract different topics from the same document based on their own background knowledge, the lack of a top-down mediation may lead to an increase in the use of incoherent tags to represent the information resources in the system. In other words, the inherent \"unstructuredness\" of social tags may hinder their potential as navigational cues for searchers because the diversities of users and motivation may lead to diminishing tag-topic relations as the system grows. However, a number of studies have shown that structures do emerge at the semantic level -- indicating that there are cohesive forces that are driving the emergent structures in a social tagging system.".
- Models_of_collaborative_tagging wikiPageID "24574814".
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- Models_of_collaborative_tagging wikiPageOutDegree "17".
- Models_of_collaborative_tagging wikiPageRevisionID "663857688".
- Models_of_collaborative_tagging wikiPageWikiLink Category:Social_bookmarking.
- Models_of_collaborative_tagging wikiPageWikiLink Collaborative_filtering.
- Models_of_collaborative_tagging wikiPageWikiLink Complex_system.
- Models_of_collaborative_tagging wikiPageWikiLink Correlation_and_dependence.
- Models_of_collaborative_tagging wikiPageWikiLink Crowdsourcing.
- Models_of_collaborative_tagging wikiPageWikiLink Delicious_(website).
- Models_of_collaborative_tagging wikiPageWikiLink Exploratory_search.
- Models_of_collaborative_tagging wikiPageWikiLink Folksonomy.
- Models_of_collaborative_tagging wikiPageWikiLink Latent_semantic_analysis.
- Models_of_collaborative_tagging wikiPageWikiLink Power_law.
- Models_of_collaborative_tagging wikiPageWikiLink Recommender_system.
- Models_of_collaborative_tagging wikiPageWikiLink Self-organization.
- Models_of_collaborative_tagging wikiPageWikiLink Social_collaboration.
- Models_of_collaborative_tagging wikiPageWikiLink Susan_Dumais.
- Models_of_collaborative_tagging wikiPageWikiLink Tag_(metadata).
- Models_of_collaborative_tagging wikiPageWikiLinkText "Models of collaborative tagging".
- Models_of_collaborative_tagging wikiPageWikiLinkText "models of collaborative tagging".
- Models_of_collaborative_tagging wikiPageUsesTemplate Template:Reflist.
- Models_of_collaborative_tagging subject Category:Social_bookmarking.
- Models_of_collaborative_tagging comment "Many have argued that social tagging or collaborative tagging systems can provide navigational cues or “way-finders” for other users to explore information. The notion is that, given that social tags are labels that users create to represent topics extracted from Web documents, interpretation of these tags should allow other users to predict contents of different documents efficiently.".
- Models_of_collaborative_tagging label "Models of collaborative tagging".
- Models_of_collaborative_tagging sameAs Q6888419.
- Models_of_collaborative_tagging sameAs m.080fgp9.
- Models_of_collaborative_tagging sameAs Q6888419.
- Models_of_collaborative_tagging wasDerivedFrom Models_of_collaborative_tagging?oldid=663857688.
- Models_of_collaborative_tagging isPrimaryTopicOf Models_of_collaborative_tagging.