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Agentno modeliranje širjenja nalezljivih bolezni
ID Tomažič, Matija (Author), ID Mraz, Miha (Mentor) More about this mentor... This link opens in a new window

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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.

Language:Slovenian
Keywords:simuliranje širjenja nalezljivih bolezni, model, agentno modeliranje
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FRI - Faculty of Computer and Information Science
Year:2024
PID:20.500.12556/RUL-159563 This link opens in a new window
COBISS.SI-ID:202374147 This link opens in a new window
Publication date in RUL:12.07.2024
Views:241
Downloads:55
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Secondary language

Language:English
Title:Agent-based modeling of the spread of infectious diseases
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

Keywords:simulating infectious disease spread, model, agent-based modeling

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