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Elena Zheleva

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Elena Zheleva

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Publications by Elena Zheleva (bibliography)

» 2009 «

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Zheleva, Elena and Getoor, Lise (2009): To join or not to join: the illusion of privacy in social networks with mixed public and private user profiles. In: Proceedings of the 2009 International Conference on the World Wide Web 2009. pp. 531-540. Available online

“In order to address privacy concerns, many social media websites allow users to hide their personal profiles from the public. In this work, we show how an adversary can exploit an online social network with a mixture of public and private user profiles to predict the private attributes of users. We map this problem to a relational classification problem and we propose practical models that use friendship and group membership information (which is often not hidden) to infer sensitive attributes. The key novel idea is that in addition to friendship links, groups can be carriers of significant information. We show that on several well-known social media sites, we can easily and accurately recover the information of private-profile users. To the best of our knowledge, this is the first work that uses link-based and group-based classification to study privacy implications in social networks with mixed public and private user profiles.”

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» 2007 «

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Don, Anthony, Zheleva, Elena, Gregory, Machon, Tarkan, Sureyya, Auvil, Loretta, Clement, Tanya, Shneiderman, Ben and Plaisant, Catherine (2007): Discovering interesting usage patterns in text collections: integrating text mining with visualization. In: Silva, Mario J., Laender, Alberto H. F., Baeza-Yates, Ricardo A., McGuinness, Deborah L., Olstad, Bjørn, Olsen, Øystein Haug and Falcão, André O. (eds.) Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management - CIKM 2007 November 6-10, 2007, Lisbon, Portugal. pp. 213-222. Available online

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Changes to this page (author)

21 Feb 2010: Enabled abstracts to be shown on Elena Zheleva's author page.
09 Jul 2009: Author was edited

29 May 2009: Author was added to the bibliography

Publication statistics

Publication period:2007-2009
Publication count:2
Number of co-authors:8

Productive colleagues

Elena Zheleva's 3 most productive colleagues in number of publications:

Ben Shneiderman:206
Catherine Plaisant:67
Lise Getoor:4

Collaboration count

Number of publications with 3 favourite co-authors:

Ben Shneiderman:1
Catherine Plaisant:1
Lise Getoor:1

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Learn more about Elena Zheleva:
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Conference Calendar

Mar 22

Workshop on Pervasive healthcare in the home : Supporting patient motivation and engagement

Mar 22

UX People

Mar 22

ETRA '10 - Eye Tracking Research & Applications Symp.

Mar 21

“ Software design is the act of determining the user's experience with a piece of software. It has nothing to do with how the code works inside, or how big or small the code is. The designer's task is to specify completely and unambiguously the user's whole experience. ”

-- David Liddle, From Bringing Design to Software, edited by Terry Winograd, 1996 ”

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Elena Zheleva

Publications by Elena Zheleva (bibliography)

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» 2007 «

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