University of Twente Student Theses
As of Friday, 8 August 2025, the current Student Theses repository is no longer available for thesis uploads. A new Student Theses repository will be available starting Friday, 15 August 2025.
Using Markov Decision theory to manipulate simple graph-based models
Meelhuijsen, L.B. (2023) Using Markov Decision theory to manipulate simple graph-based models.
PDF
2MB |
Abstract: | We investigate the creation and destruction of opinion bubbles in small ($N=16$) social networks. The model is constructed through a graph interpretation of the Ising model. In this model, parallels are assumed between the interaction between social individuals and information distribution and the interaction between neighbouring magnetic particles and magnetic fields. By formulating the model as a Markov Decision Process, policies for creating and destroying bubbles through field manipulation can be constructed and compared to a policy representing targeted information exposure. It is concluded that with this model, there is no significant amount of bubble creation when the individuals' opinions are perpetuated by the outside field. |
Item Type: | Essay (Bachelor) |
Faculty: | EEMCS: Electrical Engineering, Mathematics and Computer Science |
Subject: | 31 mathematics |
Programme: | Applied Mathematics BSc (56965) |
Link to this item: | https://purl.utwente.nl/essays/96025 |
Export this item as: | BibTeX EndNote HTML Citation Reference Manager |
Repository Staff Only: item control page