Robust link prediction in criminal networks: A case study of the Sicilian Mafia

作者：

Highlights：

• We describe a novel criminal dataset derived from an Italian crime case.

• We extract two criminal networks capturing meetings/phone calls between suspected.

• We tested many link prediction algorithms on our networks.

• We investigated on the robustness of link prediction algorithms on criminal networks

摘要

•We describe a novel criminal dataset derived from an Italian crime case.•We extract two criminal networks capturing meetings/phone calls between suspected.•We tested many link prediction algorithms on our networks.•We investigated on the robustness of link prediction algorithms on criminal networks

论文关键词：Criminal networks,Social network analysis,Network science,Link prediction in uncertain graphs

论文评审过程：Received 8 October 2019, Revised 25 May 2020, Accepted 13 June 2020, Available online 27 June 2020, Version of Record 10 July 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.113666