Publications

Analysis of a heterogeneous social network of humans and cultural objects

Abstract

Modern online social platforms allow their members to be involved in a broad range of activities including getting friends, joining groups, posting, and commenting resources. In this paper, we investigate whether a correlation emerges across the different activities a user can take part in. For our analysis, we focused on aNobii, a social platform with a world-wide user base of book readers, who post their readings, give ratings, review books, and discuss them with friends and fellow readers. aNobii presents a heterogeneous structure: 1) part social network, with user-to-user interactions; 2) part interest network, with the management of book collections; and 3) part folksonomy, with books that are tagged by the users. We analyzed a complete snapshot of aNobii and we focused on three specific activities a user can perform, namely tagging behavior, tendency to join groups and aptitude to compile a wishlist of the books …

Date
2015
Authors
Santa Agreste, Pasquale De Meo, Emilio Ferrara, Sebastiano Piccolo, Alessandro Provetti
Journal
IEEE Transactions on Systems, Man and Cybernetics: Systems
Volume
45
Issue
4
Pages
559-570
Publisher
IEEE