IMI-BAS BAS
 

BulDML at Institute of Mathematics and Informatics >
IMI >
Proceedings >
ADIS >
ADIS 2014 >

Please use this identifier to cite or link to this item: http://hdl.handle.net/10525/2392

Title: Social Recommendation Based on Content and Trust
Authors: Chechev, Milen
Koychev, Ivan
Keywords: social recommendation
trust-based recommendation
content-based filtering
social networks
recommendation system
Issue Date: 29-May-2014
Publisher: Institute of Mathematics and Informatics Bulgarian Academy of Sciences, Association for the Development of the Information Society
Citation: Proceedings of the National Conference on "Education and Research in the Information Society", Plovdiv, May, 2014, 293p-301p
Series/Report no.: ADIS;2014
Abstract: This paper present analysis on different recommendation approaches for social networks. The main accent is on content based filtering and trust aware recommendations as new formulas for calculating trust are suggested. The experiments are made on data gathered from the social network Facebook via custom made application, as 3 different approaches are compared – content-based filtering, trust based recommendation and hybrid approach. Results shows that trust calculated from the social activities of the users is good source for recommendation as with the hybrid approach the recall is increased.
Description: Report published in the Proceedings of the National Conference on "Education and Research in the Information Society", Plovdiv, May, 2014
URI: http://hdl.handle.net/10525/2392
ISBN: 978-954-8986-39-7
Appears in Collections:ADIS 2014

Files in This Item:

File Description SizeFormat
ERIS2014-book-p34.pdf348.58 kBAdobe PDFView/Open

 



Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.

 

Valid XHTML 1.0!   Creative Commons License DSpace Software Copyright © 2002-2009  The DSpace Foundation - Feedback