Automatically assigning Wikipedia articles to macro-categories

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Publication (help)
Automatically assigning Wikipedia articles to macro-categories
Authors: Jacopo Farina, Riccardo Tasso, David Laniado [edit item]
Citation: HT '11 - Proceedings of the 22nd ACM conference on Hypertext and hypermedia  : . 2011 June 6-9. Eindhoven, The Netherlands. ACM.
Publication type: Conference paper
Peer-reviewed: Yes
Database(s):
DOI: Define doi.
Google Scholar cites: Citations
Link(s): Paper link
Added by Wikilit team: No
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Automatically assigning Wikipedia articles to macro-categories is a publication by Jacopo Farina, Riccardo Tasso, David Laniado.


[edit] Abstract

The online encyclopedia Wikipedia offers millions of articles which are organized in a hierarchical category structure, created and updated by users. In this paper we present a technique which leverages this rich and disordered graph to assign each article to one or more topics. We modify an existing approach, based on the shortest paths between categories, in order to account for the direction of the hierarchy.

[edit] Research questions

Research details

Topics: Missing topics [edit item]
Domains: Missing domains [edit item]
Theory type: Analysis [edit item]
Wikipedia coverage: Main topic [edit item]
Theories: [edit item]
Research design: Content analysis [edit item]
Data source: Archival records [edit item]
Collected data time dimension: Cross-sectional [edit item]
Unit of analysis: Article, Category [edit item]
Wikipedia data extraction: Missing wikipedia_data_extraction [edit item]
Wikipedia page type: Information categorization and navigation [edit item]
Wikipedia language: English [edit item]

[edit] Conclusion

[edit] Comments


Further notes[edit]

Facts about "Automatically assigning Wikipedia articles to macro-categories"RDF feed
AbstractThe online encyclopedia Wikipedia offers mThe online encyclopedia Wikipedia offers millions of articles which are organized in a hierarchical category structure, created and updated by users. In this paper we present a technique which leverages this rich and disordered graph to assign each article to one or more topics. We modify an existing approach, based on the shortest paths between categories, in order to account for the direction of the hierarchy.ccount for the direction of the hierarchy.
Added by wikilit teamNo +
Collected data time dimensionCross-sectional +
Conference locationEindhoven, The Netherlands +
Data sourceArchival records +
Dates6-9 +
Google scholar urlhttp://scholar.google.com/scholar?ie=UTF-8&q=%22Automatically%2Bassigning%2BWikipedia%2Barticles%2Bto%2Bmacro-categories%22 +
Has authorJacopo Farina +, Riccardo Tasso + and David Laniado +
MonthJune +
Peer reviewedYes +
Publication typeConference paper +
Published inHT '11 - Proceedings of the 22nd ACM conference on Hypertext and hypermedia +
PublisherACM +
Research designContent analysis +
Revid10,673 +
Theory typeAnalysis +
TitleAutomatically assigning Wikipedia articles to macro-categories
Unit of analysisArticle + and Category +
Urlhttp://airlab.ws.dei.polimi.it/images/3/3e/Macro-categories.pdf +
Wikipedia coverageMain topic +
Wikipedia languageEnglish +
Wikipedia page typeInformation categorization and navigation +
Year2011 +