Математичне моделювання процесу поширення інформації на основі принципів теплопровідності

Information diffusion, a fundamental process underlying societal evolution and decision-making, shares intriguing analogies with thermodynamics. This paper presents a mathematical model that bridges these domains by proposing an analogy between thermodynamics and information theory. The study introduces a solved heat equation as a foundational framework to model information diffusion within societal contexts. The specified societal conditions embedded within the solved heat equation are central to this model. These conditions encapsulate the susceptibility of a society to assimilate new information, the constraints dictating the number and nature of available information sources, and the dynamics of information distribution characterized by its aggressiveness. The relationship between information diffusion and thermodynamics lies in their inherent propensity to seek equilibrium or optimal states. Leveraging this analogy, the solved heat equation becomes a potent tool to simulate the dynamics of information spread, analogous to the flow of thermal energy within physical systems. This work aims to stimulate further inquiry into the parallels between thermodynamics and information theory, presenting a theoretical framework and software implementation that open new avenues for understanding and modeling information diffusion dynamics within complex societal systems.

Publication Details

Journal
The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Published
2025-09-29
Primary Topic
Complex Systems and Dynamics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Математичне моделювання процесу поширення інформації на основі принципів теплопровідності

The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Complex Systems and Dynamics
article

Математичне моделювання процесу поширення інформації на основі принципів теплопровідності

article en

Abstract

Information diffusion, a fundamental process underlying societal evolution and decision-making, shares intriguing analogies with thermodynamics. This paper presents a mathematical model that bridges these domains by proposing an analogy between thermodynamics and information theory. The study introduces a solved heat equation as a foundational framework to model information diffusion within societal contexts. The specified societal conditions embedded within the solved heat equation are central to this model. These conditions encapsulate the susceptibility of a society to assimilate new information, the constraints dictating the number and nature of available information sources, and the dynamics of information distribution characterized by its aggressiveness. The relationship between information diffusion and thermodynamics lies in their inherent propensity to seek equilibrium or optimal states. Leveraging this analogy, the solved heat equation becomes a potent tool to simulate the dynamics of information spread, analogous to the flow of thermal energy within physical systems. This work aims to stimulate further inquiry into the parallels between thermodynamics and information theory, presenting a theoretical framework and software implementation that open new avenues for understanding and modeling information diffusion dynamics within complex societal systems.

The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Peace, Justice and strong institutions
Openalex Percentile: Top 36%
Complex Systems and Dynamics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Математичне моделювання процесу поширення інформації на основі принципів теплопровідності · The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy (2025) | TGRS Research Map | TGRS