Using sequential seeding for influence maximization in social networks
Channel: Piotr Bródka
Date: 2021-09-15

Talk from Fourth International Conference on Big-Data and Cloud Computing (ICBDCC2021) recorded by ICBDCC2021 organizers. 

More about sequential seeding
- Static, undirected networks, initial concept, various strategies - Jankowski, J., Bródka, P., Kazienko, P., Szymanski, B. K., Michalski, R., & Kajdanowicz, T. (2017). Balancing speed and coverage by sequential seeding in complex networks. Scientific reports, 7(1), 1-11.
 - Static, directed networks, greedy approach, formal proof, max - Jankowski J., Szymanski B., Kazienko P., Michalski R., Bródka P. (2018) Probing Limits of Information Spread with Sequential Seeding. Scientific Reports, 8(1), 13996
- Static networks, various strategies for the sequence - Jankowski, J., Waniek, M., Alshamsi, A., Bródka, P., Michalski, R. (2018). Strategic distribution of seeds to support diffusion in complex networks. PloS ONE, 13(10), e0205130
- Temporal networks - Michalski, R., Jankowski, J. & Bródka, P. (2020). Effective Influence Spreading in Temporal Networks with Sequential Seeding. IEEE Access, vol. 8, pp. 151208-151218
- Multilayer network - Bródka, P., Jankowski, J., & Michalski, R. (2021). Sequential seeding in multilayer networks. Chaos, 31(3), 033130

Code and data for some of our experiments: 
- https://github.com/pbrodka/SQ4MLN 
- https://codeocean.com/capsule/3751385/tree/v1
- https://codeocean.com/capsule/7891678/tree/v1

This work was supported in part by the Polish National Science Centre (https://ncn.gov.pl/en/), under grant 2016/21/D/ST6/02408 „Spread of influence in multilayer networks” (https://multispread.pwr.edu.pl/)