Publication Details
Distribuované zpracování a analýza dat ze sociálních sítí - Návrh a implementace distribuované architektury
forensic analysis, timeline analysis, Apache Hadoop
Current methods of reconstruction and forensic analysis of user activity focus
almost exclusively on local computer analysis. However, the increasing popularity
of social networks causes more and more activities to be transferred to social
networks. It is therefore necessary to extend the analyzed timeline to include
information on activities on social networks. In such a case, however, it is
necessary to analyze a large amount of resources (e.g. social network profiles)
and thus obtain and further process a large amount of data. It is therefore
necessary to propose a scalable solution for both acquiring and further analyzing
social network data. In this technical report, we focus on analyzing existing
timeline models, existing related software solutions for distributed large
amounts of data processing, and in particular the design of a tool for
reconstructing and analyzing timeline in a distributed environment. We also deal
with the implementation of the proposed tool on the Apache Hadoop platform.
@techreport{BUT161936,
author="Radek {Burget}",
title="Distribuované zpracování a analýza dat ze sociálních sítí - Návrh a implementace distribuované architektury",
year="2018",
publisher="Fakulta informačních technologií VUT v Brně",
address="FIT-TR-2018-07, Brno",
pages="22",
url="https://www.fit.vut.cz/research/publication/11883/"
}