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Conference Paper: Search Behaviour On Photo Sharing Platforms

TitleSearch Behaviour On Photo Sharing Platforms
Authors
Issue Date2013
PublisherI E E E. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000477
Citation
I E E E International Conference on Multimedia and Expo (ICME), San Jose, California, USA, 15-19 July 2013. In I E E E International Conference on Multimedia and Expo Proceedings, 2013, p. article no. 6607496 How to Cite?
AbstractThe behaviour, goals, and intentions of users while searching for images in large scale online collections are not well understood, with image search log analysis providing limited insights, in part because they tend only to have access to user search and result click information. In this paper we study user search behaviour in a large photo-sharing platform, analyzing all user actions during search sessions (i.e. including post result-click pageviews). Search accounts for a significant part of user interactions with such platforms, and we show differences between the queries issued on such platforms and those on general image search. We show that search behaviour is influenced by the query type, and also depends on the user. Finally, we analyse how users behave when they reformulate their queries, and develop URL class prediction models for image search, showing that query-specific models significantly outperform query-agnostic models. The insights provided in this paper are intended as a launching point for the design of better interfaces and ranking models for image search. © 2013 IEEE.
Persistent Identifierhttp://hdl.handle.net/10722/201103
ISBN
ISSN

 

DC FieldValueLanguage
dc.contributor.authorManiu, Sen_US
dc.contributor.authorO'Hare, Nen_US
dc.contributor.authorAiello, L Men_US
dc.contributor.authorChiarandini, Len_US
dc.contributor.authorJaimes, Aen_US
dc.date.accessioned2014-08-21T07:13:34Z-
dc.date.available2014-08-21T07:13:34Z-
dc.date.issued2013en_US
dc.identifier.citationI E E E International Conference on Multimedia and Expo (ICME), San Jose, California, USA, 15-19 July 2013. In I E E E International Conference on Multimedia and Expo Proceedings, 2013, p. article no. 6607496en_US
dc.identifier.isbn9781479900152-
dc.identifier.issn1945-7871-
dc.identifier.urihttp://hdl.handle.net/10722/201103-
dc.description.abstractThe behaviour, goals, and intentions of users while searching for images in large scale online collections are not well understood, with image search log analysis providing limited insights, in part because they tend only to have access to user search and result click information. In this paper we study user search behaviour in a large photo-sharing platform, analyzing all user actions during search sessions (i.e. including post result-click pageviews). Search accounts for a significant part of user interactions with such platforms, and we show differences between the queries issued on such platforms and those on general image search. We show that search behaviour is influenced by the query type, and also depends on the user. Finally, we analyse how users behave when they reformulate their queries, and develop URL class prediction models for image search, showing that query-specific models significantly outperform query-agnostic models. The insights provided in this paper are intended as a launching point for the design of better interfaces and ranking models for image search. © 2013 IEEE.-
dc.languageengen_US
dc.publisherI E E E. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000477en_US
dc.relation.ispartofI E E E International Conference on Multimedia and Expo Proceedingsen_US
dc.rightsI E E E International Conference on Multimedia and Expo Proceedings. Copyright © I E E E.en_US
dc.rights©2013 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.en_US
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.titleSearch Behaviour On Photo Sharing Platformsen_US
dc.typeConference_Paperen_US
dc.identifier.emailManiu, S: smaniu@cs.hku.hken_US
dc.description.naturepublished_or_final_version-
dc.identifier.doi10.1109/ICME.2013.6607496-
dc.identifier.scopuseid_2-s2.0-84885663461-
dc.identifier.hkuros232981en_US
dc.publisher.placeUnited States-

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