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Seminar: Empirical Networks: Dynamics and Evolution - Summer Term 2018

Lupe [1]
© TU Berlin

LV-Nr. 3233 L 618

Prof. Dr. Philipp Hövel [2]
Dr. Fakhteh Ghanbarnejad [3]
Andreas Koher [4]
Leon Merfort [5]

Time: Mondays 14:15
Room: EW 731
Begin: April 16, 2018

The seminar offers perspectives on our current research in the area of Complex Systems and Networks. The seminar is particularly suitable for BSc and MSc students looking for a final project. Students, who want to obtain a "Seminarschein", are welcome as well.

Research on complex systems becomes increasingly popular, concepts of network science are universally applicable, and the amount of generated and avalaible data is ever growing. This seminar will cover multiple topics ranging from data mining to dynamical processes. Applications focus on spreading of diseases, neuroscience, information and fashion trends on complex topologies.

The poster of the seminar can be downloaded here: Poster_SS18.pdf [6]

Schedule

Date
Title
Speaker
Advisor
16.04.

Introduction
Philipp Hövel
23.04.*

Network inference and stochastic block model [PEI17b, PEI12a]
Jasmin Justen
Jason Bassett, Leon Merfort
26.4.
Physics Colloquium (EW 202, 16:15): [7]
Efficient epidemic containment using link equations in complex networks
Alex Arenas [8]
30.04.

No seminar: see 26.4. as replacement
2.5.
Additional seminar (room: ER 136, 15:00):
1) Modelling terrestrial route networks to understand inter-polity interactions. [9]
2) Complex networks of culture wars in the digital era [10]
3) Time-varying network approach in social dynamics: data-driven and analytical modelling [11] 


1) Luce Prignano [12],
2) Emanuele Cozzo [13],
3) Michele Starnini [14] 
07.05.

Holography and tensor networks: The Ryu-Takayanagi proposal
Alex Gößmann
14.05.*

1) Neuronal network of C. elegans [VAR11, BEN16]

2) Dynamics on the C. elegans network [HIZ16]
1) Hendrik Ehlers

2) Thomas Maertens
Jorge Ruiz, Philipp Hövel
21.05.

No seminar: Pentecost Monday
28.05.*

1) Systemic risk analysis on reconstructed economic and financial networks [CIM15]

2) The building blocks of economic complexity [HAU14a, HID109, HID07a]
1) Paul Müller

2) Patiparn Naruchit
Andreas Koher, Fakhteh Ghanbarnejad
04.06.*
1) Online social networks [VOS18, LAZ18]

2) Offline social networks (sociopatterns.org [15]) [MAS15, GEM14a, STE11c]
1) Clara Rodriguez
2) Isaak Mengesha
Philipp Lorenz-Spreen, Fakhteh Ghanbarnejad
11.06.
No seminar: SFB 910 [16] evaluation on June 20
18.06.*

Complex network of global cargo ship movements [KAL10]
Roman Rabinovitch
Leon Merfort, Andreas Koher
20.06.
SFB 910 [17] evaluation (room EW 201, time: 10:00, please take your seats until 9:45)
25.06.*
1) Eradication of epidemics in cattle-trade networks: The Irish case [THU17]
2) Network Analysis of Coinocracy
1) Lana Blaschke
2) Juan Manuel Dominguez Morán
Jason Bassett, Philipp Hövel
02.07.*

1) Complex contagion of information in social media: An experiment using Twitter bots [MON17]

2) Fundamental structures of dynamic social networks [SEK16]
1) Katharina Dammer

2) Felix Urban
Philipp Lorenz-Spreen, Philipp Hövel
09.07.

Activity Driven Opinion Dynamics
Philipp Lorenz-Spreen
16.07.*
Cancelled: Network dynamics of innovation processes [IAC18] 
Alexander Schreider
Leon Merfort
Topics marked by * are suitable for student presentations ("Seminarschein").
Please contact the respective advisor in case of interest in a particular topic.
The assignment will be done during the first seminar on April 16, 2018.


Contact

Prof. Dr. Philipp Hövel  [18]

Dr. Aline Viol [19]

Dr. Fakhteh Ghanbarnejad [20]

Jason Bassett [21]

Andreas Koher [22]

Philipp Lorenz-Spreen [23]

Leon Merfort [24]

Jorge Ruiz [25]

Scheinkriterien

  • aktive Teilnahme 
  • Präsentation

References

[BEN16] Bentley, Barry, Branicky, Robyn, Barnes, Christopher L., Chew, Yee Lian, Yemini, Eviatar, Bullmore, E. T., Vétes, Petra E. and Schafer, William R., The Multilayer Connectome of Caenorhabditis elegans, PLOS Comp. Bio. 12, 1 (2016). 

[CIM15] Cimini, G., Squartini, T., Garlaschelli, D. and Gabrielli, A., Systemic Risk Analysis on Reconstructed Economic and Financial Networks, Sci. Rep. 5, 15758 (2015).

[GEM14a] Gemmetto, Valerio, Barrat, A. and Cattuto, C. , Mitigation of infectious disease at school: targeted class closure vs school closure, BMC infectious diseases 14, 695 (2014).

[HAU14a] Hausmann, Ricardo, Hidalgo, C. A. and others, , The Atlas of Economic Complexity: Mapping Paths to Prosperity, MIT Press Books 1, (2014).  

[HID09] Hidalgo, C. A. and Hausmann, Ricardo, The building blocks of economic complexity, Proc. Natl. Acad. Sci. U.S.A. 106, 10570 (2009).

[HID07a] Hidalgo, C. A. , Klinger, B. , Barabási, A-L and Hausmann, Ricardo, The Product Space Conditions the Development of Nations, Science 317, 482, (2007).

[HIZ16]  Hizanidis, J. , Kouvaris, N. E., Zamora-López, G. , Díaz-Guilera, A. and Antonopoulos, Ch. , Chimera-like states in modular neural networks, Sci. Rep. 6, 19845 (2016).

[IAC18] Iacopini, Iacopo, Milojević, Staša and Latora, V, Network Dynamics of Innovation Processes, Phys. Rev. Lett. 120, 048301 (2018).

[KAL10] Kaluza, P., Kölzsch, A., Gastner, M. T. and Blasius, Bernd, The complex network of global cargo ship movements, J. Royal Soc. Interface 7, 1093 (2010).

[LAZ18] Lazer, David M. J., Baum, Matthew A., Benkler, Yochai, Berinsky, Adam J., Greenhill, Kelly M., Menczer, Filippo, Metzger, Miriam J., Nyhan, Brendan, Pennycook, Gordon, Rothschild, David, Schudson, Michael, Sloman, Steven A., Sunstein, Cass R., Thorson, Emily A., Watts, Duncan J. and Zittrain, Jonathan L., The science of fake news, Science 359, 1094 (2018).

[MAS15] Mastrandrea, Rossana, Fournet, Julie and Barrat, A. , Contact patterns in a high school: a comparison between data collected using wearable sensors, contact diaries and friendship surveys, PLoS ONE 10, e0136497 (2015).  

[MON17] Mønsted, B., Sapiezynski, P., Ferrara, Emilio and Lehmann, S., Evidence of Complex Contagion of Information in Social Media: An Experiment Using Twitter Bots, arXiv preprint arXiv:1703.06027 (2017).

[PEI12a] Peixoto, T. P. and Bornholdt, S., Evolution of robust network topologies: Emergence of central backbones, Phys. Rev. Lett. 109, 118703 (2012). 

[PEI17b] Peixoto, T. P., Nonparametric Bayesian inference of the microcanonical stochastic block model, Phys. Rev. E 95, 012317 (2017).

[SEK16] Sekara, Vedran, Stopczynski, Arkadiusz and Lehmann, S. , Fundamental structures of dynamic social networks, Proc. Natl. Acad. Sci. USA 113, 9977 (2016).

[STE11c] Stehlé, J. , Voirin, N. , Barrat, A. , Cattuto, C. , Isella, L. , Pinton, J. F. , Quaggiotto, Marco, Van den Broeck, W. , Régis, C. , Lina, Bruno and others, , High-resolution measurements of face-to-face contact patterns in a primary school, PLoS ONE 6, e23176 (2011).

[THU17] Thulke, H.-H., Lange, M., Tratalos, J. A., Clegg, T. A., McGrath, G, O'Grady, L., O'Sullivan, P., Doherty, M. L., Graham, DA and More, SJ, Eradicating BVD, reviewing Irish programme data and model predictions to support prospective decision making, Prev. Vet. Med. 150, 151 (2017).  

[VAR11] Varshney, Lav R, Chen, Beth L, Paniagua, Eric, Hall, David H and Chklovskii, Dmitri B., Structural properties of the Caenorhabditis elegans neuronal network, PLoS Comp. Biol. 7, e1001066 (2011).

[VOS18] Vosoughi, Soroush, Roy, Deb and Aral, Sinan, The spread of true and false news online, Science 359, 1146 (2018).

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