Title :
Extraction Distractions: A Comparison of Social Network Model Construction Methods
Author :
Morris, James F. ; Anthony, Keith ; Kennedy, Maj Kevin T ; Deckro, Richard F.
Author_Institution :
Dept. of Operational Sci., Air Force Inst. of Technol., Wright-Patterson AFB, OH, USA
Abstract :
This study investigates the suitability of automated extraction to generate datasets for social network analysis (SNA) by constructing social networks through Pre Conflict. org´s Dyna Link tool and the traditional manual snowball approach. Comparisons between the two techniques are accomplished via analytic results derived from commonly applied SNA centrality measures. Results indicate that automated extraction can incorporate a substantial amount of extraneous actors and relationships into the social network model necessitating an analyst review of the acquired data.
Keywords :
criminal law; network theory (graphs); terrorism; DynaLink tool; criminal organization; dataset generation; extraction distraction; insurgent organization; manual snowball approach; social network analysis; social network model construction method; terrorist organization; Analytical models; Correlation; Couplings; Data mining; Data models; Social network services; Time measurement; Muslim Brotherhood; automated data collection; centrality measures correlation; snowball; social network analysis;
Conference_Titel :
Intelligence and Security Informatics Conference (EISIC), 2011 European
Conference_Location :
Athens
Print_ISBN :
978-1-4577-1464-1
Electronic_ISBN :
978-0-7695-4406-9
DOI :
10.1109/EISIC.2011.63