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Your Best might not be Good enough: Ranking in Collaborative Social Search Engines
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2011 (English)Conference paper, (Refereed) Published
Abstract [en]

A relevant feature of online social networks like Facebook is the scope for users to share external information from the web with their friends by sharing an URL. The phenomenon of sharing has bridged the web graph with the social network graph and the shared knowledge in ego networks has become a source for relevant information for an individual user, leading to the emergence of social search as a powerful tool for information retrieval. Consideration of the social context has become an essential factor in the process of ranking results in response to queries in social search engines. In this work, we present InfoSearch, a social search engine built over the Facebook platform, which lets users search for information based on what their friends have shared. We identify and implement three distinct ranking factors based on the number of mutual friends, social group membership, and time stamp of shared documents to rank results for user searches. We perform user studies based on the Facebook feeds of two authors to understand the impact of each ranking factor on the result for two queries.

Place, publisher, year, edition, pages
Orlando: IEEE Press , 2011.
Keyword [en]
social search, search engine, rank
National Category
Computer Science
Identifiers
URN: urn:nbn:se:bth-7436Local ID: oai:bth.se:forskinfoCD54177F6F427A96C1257943007DD56FOAI: oai:DiVA.org:bth-7436DiVA: diva2:835052
Conference
Seventh International Conference on Collaborative Computing: Networking, Applications and Worksharing
Available from: 2012-09-18 Created: 2011-11-09 Last updated: 2015-06-30Bibliographically approved

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fulltext(617 kB)95 downloads
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Wu, FelixLavesson, NiklasJohnson, Henric
Computer Science

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf