Applications of network analysis

Applications of network analysis in automobile insurance fraud, software engineering, and bibliometrics & scientometrics.

Lecture handouts:

• (6) Automobile insurance fraud
• (/) Software networks & engineering
• (6-7, 13) Scientometrics & bibliometrics

Further readings:

• Šubelj, L., Furlan, Š. & Bajec, M., An expert system for detecting automobile insurance fraud using social network analysis, Expert Syst. Appl. 38(1), 1039-1052 (2011).
  
• Šubelj, L. & Bajec, M., Community structure of complex software systems: Analysis and applications, Physica A 390(16), 2968-2975 (2011).
• Šubelj, L. & Bajec, M., Software systems through complex networks science: Review, analysis and applications, In: Proceedings of SoftMine ’12 (Beijing, China, 2012), pp. 9–16. 
• → Šubelj, L., Žitnik, S. et al., Node mixing and group structure of complex software networks, Advs. Complex Syst. 17(7-8), 1450022 (2014).
• → Šubelj, L. & Bajec, M., Model of complex networks based on citation dynamics, In: Proceedings of LSNA ’13 (Rio de Janeiro, Brazil, 2013), pp. 527–530.
  
• Šubelj, L., Žitnik, S. & Bajec, M., Who reads and who cites? Unveiling author citation dynamics by modeling citation networks, In: Proceedings of NetSci '14 (Berkeley, CA, USA, 2014), p. 1.
• Šubelj, L., Van Eck, N.J. & Waltman, L., Comparison of methods for clustering citation networks, In: Proceedings of NetSci-X ’16 (Wroclaw, Poland, 2016), p. 1.
  
• → Šubelj, L., Van Eck, N.J. & Waltman, L., Clustering scientific publications based on citation relations: A systematic comparison of methods, PLoS ONE 11(4), e0154404 (2016).