Agentno modeliranje širjenja nalezljivih bolezni

diplomsko delo

Matija Tomažič (Author), Miha Mraz (Mentor)

Abstract

Diplomsko delo se osredotoča na razvoj in testiranje agentnega modela za simulacijo širjenja nalezljivih bolezni. Zaradi aktualnosti področja modeliranja nalezljivih bolezni smo razvili orodje, ki omogoča raziskovalcem poglobljen vpogled v to kompleksno tematiko. Opisani simulacijski model je bil razvit z namenom omogočanja razumevanja dinamik širjenja nalezljivih bolezni. Model je zasnovan tako, da je intuitiven za uporabo in omogoča široko prilagodljivost. Uporabniki lahko nastavljajo različne vrednosti parametrov simulacije, kar omogoča prilagoditev modela specifičnim potrebam raziskave. S tem omogočamo uporabniku popoln nadzor nad specifikami posameznih bolezni ter specifikami agentov znotraj simulacijskega prostora. Vmesnik modela omogoča vpogled v potek simulacije in zbiranje podatkov, ki jih po končani simulaciji izvozi v strukturirano datoteko za nadaljnjo analizo.

Keywords

simuliranje širjenja nalezljivih bolezni;model;agentno modeliranje;visokošolski strokovni študij;diplomske naloge;

Data

Language:	Slovenian
Year of publishing:	2024
Typology:	2.11 - Undergraduate Thesis
Organization:	UL FRI - Faculty of Computer and Information Science
Publisher:	[M. Tomažič]
UDC:	004.94:616.9(043.2)
COBISS:	202374147
Views:	63
Downloads:	21
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Agent-based modeling of the spread of infectious diseases
Secondary abstract:	The thesis focuses on the development and testing of an agent-based model for simulating the spread of infectious diseases. Due to the relevance of infectious disease modeling, we have developed a tool that allows researchers to gain a deep understanding of this complex subject. The described simulation model was developed with the aim of enabling the understanding of the dynamics of infectious disease spread. The model is designed to be intuitive to use and allows for broad adaptability. Users can set various simulation parameters, which enables the model to be tailored to the specific needs of the research. This provides the user with complete control over the specifics of individual diseases and the specifics of agents within the simulation space. The model interface provides insights into the simulation process and data collection, which is exported into a structured file for further analysis after the simulation is
Secondary keywords:	simulating infectious disease spread;model;agent-based modeling;computer science;diploma;Računalniška simulacija;Nalezljive bolezni;Računalništvo;
Type (COBISS):	Bachelor thesis/paper
Study programme:	1000470
Embargo end date (OpenAIRE):	1970-01-01
Thesis comment:	Univ. v Ljubljani, Fak. za računalništvo in informatiko
Pages:	VIII, 56 str.
ID:	24543208