Inhalt des Dokuments
Seminar: Empirical Networks: Dynamics and Evolution - Summer Term 2018
- © TU Berlin
LV-Nr. 3233 L 618
Prof. Dr. Philipp Hövel
Dr. Fakhteh Ghanbarnejad
Andreas Koher
Leon Merfort
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
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): Efficient epidemic containment using link equations in complex networks | Alex Arenas | ||
| 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. 2) Complex networks of culture wars in the digital era 3) Time-varying network approach in social dynamics: data-driven and analytical modelling | 1) Luce Prignano, 2) Emanuele Cozzo, 3) Michele Starnini | ||
| 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) [MAS15, GEM14a, STE11c] | 1) Clara Rodriguez 2) Isaak Mengesha | Philipp Lorenz-Spreen, Fakhteh Ghanbarnejad | |
| 11.06. | No seminar: SFB 910 evaluation on June 20 | |||
| 18.06.* | Complex network of global cargo ship movements [KAL10] | Roman Rabinovitch | Leon Merfort, Andreas Koher | |
| 20.06. | SFB 910 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. | ||||
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).
[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).
[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).
[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).