Stream reasoning: A survey and further research directions

  • Unel G
  • Roman D
  • 23


    Mendeley users who have this article in their library.
  • 7


    Citations of this article.


It is well known that the fundamental intellectual problems of information access are the production and consumption of information.
In this paper, we investigate the use of social network of information producers (authors) within relations in data (co-authorship
and citation) in order to improve the relevance of information access. Relevance is derived from the network by levraging
the usual topical similarity between the query and the document with the target author’s authority. We explore various social
network based measures for computing social information importance and show how this kind of contextual information can be
incorporated within an information access model. We experiment with a collection issued from SIGIR proceedings and show that
combining topical, author and citation based evidences can significantly improve retrieval access precision, measured in terms
of mean reciprocal rank.

Get free article suggestions today

Mendeley saves you time finding and organizing research

Sign up here
Already have an account ?Sign in

Find this document


  • Gulay Unel

  • Dumitru Roman

Cite this document

Choose a citation style from the tabs below

Save time finding and organizing research with Mendeley

Sign up for free