Complex networks in recommendation systems

TitleComplex networks in recommendation systems
Publication TypeConference Paper
Year of Publication2008
Conference NameProceedings of the 2nd WSEAS International Conference on Computer Engineering and Applications
AuthorsZanin, M., Cano P., Buldú J. M., & Celma Ò.
Conference Start Date25-01-2008
Publisher World Scientific Advanced Series In Electrical And Computer Engineering
Conference LocationAcapulco, Mexico
ISBN Number978-960-6766-33-6
ISSN Number1790-5022

Complex network theory was boosted in 1967 thanks to the experiment of Milgram: since then, the application of this special kind of graphs has given fruitful results in social science problems, from sexual disease control to music communities identification. When focusing on the problem of recommending items to a user (i.e. a customer of an e-store), the underlying transaction data can be seen as a complex network (specifically, a bipartite network): inside this structure, information about customer tastes is codified and can be of good use for future suggestions.

preprint/postprint document