CC BY 4.0Demestichas, KonstantinosKonstantinosDemestichasAlexakis, TheodorosTheodorosAlexakisPeppes, NikolaosNikolaosPeppesRemoundou, KonstantinaKonstantinaRemoundouLoumiotis, IoannisIoannisLoumiotisMüller, WilmuthWilmuthMüllerAvgerinakis, KonstantinosKonstantinosAvgerinakis2022-03-1418.6.20212020https://publica.fraunhofer.de/handle/publica/41135610.24406/publica-fhg-411356Nowadays, (cyber)criminals demonstrate an ever more increasing resolve to exploit new technology so to achieve their unlawful purposes. Therefore, Law Enforcement Agencies (LEAs) should accommodate an approach that surpass the existing limits in policing practices. In this light, the authors introduce an innovative platform that provides near real-time advanced social behavior analytics using irregularities detection based on historical patterns.enBig Dataabnormal behaviour detectioncrime detection004670conference paper