Quantum Modeling of Filter Bubbles Based on Kubo-Matsubara Form Green's Functions Considering Remote and Proximity Interactions:Ultraviolet Divergence to Indefinite Ghosting, Consideration of Cut Surfaces
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arXiv
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| Format: | Preprint |
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2024
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| _version_ | 1866914773045608448 |
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| author | Kawahata, Yasuko |
| author_facet | Kawahata, Yasuko |
| contents | This research aims to model tracks the evolution of opinions among agents and their collective dynamics, and mathematically represents the resonance of opinions and echo chamber effects within the filter bubble by including non-physical factors such as misinformation and confirmation bias, known as FP ghosting phenomena.The indeterminate ghost phenomenon, a social science concept similar to the uncertainty principle, depicts the variability of social opinion by incorporating information uncertainty and nonlinearities in opinion formation into the model. Furthermore, by introducing the Kubo formula and the Matsubara form of the Green's function, we mathematically express temporal effects and model how past, present, and future opinions interact to reveal the mechanisms of opinion divergence and aggregation. Our model uses multiple parameters, including population density and extremes of opinion generated on a random number basis, to simulate the formation and growth of filter bubbles and their progression to ultraviolet divergence phenomena. In this process, we observe how resonance or disconnection of opinions within a society occurs via a disconnection function (type la, lb, ll, lll). However, the interpretation of the results requires careful consideration, and empirical verification is a future challenge.Finally, we will share our hypotheses and considerations for the model case of this paper, which is a close examination of regional differences in media coverage and its effectiveness and considerations unique to Japan, a disaster-prone country. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2401_05266 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Quantum Modeling of Filter Bubbles Based on Kubo-Matsubara Form Green's Functions Considering Remote and Proximity Interactions:Ultraviolet Divergence to Indefinite Ghosting, Consideration of Cut Surfaces Kawahata, Yasuko Physics and Society Quantum Physics This research aims to model tracks the evolution of opinions among agents and their collective dynamics, and mathematically represents the resonance of opinions and echo chamber effects within the filter bubble by including non-physical factors such as misinformation and confirmation bias, known as FP ghosting phenomena.The indeterminate ghost phenomenon, a social science concept similar to the uncertainty principle, depicts the variability of social opinion by incorporating information uncertainty and nonlinearities in opinion formation into the model. Furthermore, by introducing the Kubo formula and the Matsubara form of the Green's function, we mathematically express temporal effects and model how past, present, and future opinions interact to reveal the mechanisms of opinion divergence and aggregation. Our model uses multiple parameters, including population density and extremes of opinion generated on a random number basis, to simulate the formation and growth of filter bubbles and their progression to ultraviolet divergence phenomena. In this process, we observe how resonance or disconnection of opinions within a society occurs via a disconnection function (type la, lb, ll, lll). However, the interpretation of the results requires careful consideration, and empirical verification is a future challenge.Finally, we will share our hypotheses and considerations for the model case of this paper, which is a close examination of regional differences in media coverage and its effectiveness and considerations unique to Japan, a disaster-prone country. |
| title | Quantum Modeling of Filter Bubbles Based on Kubo-Matsubara Form Green's Functions Considering Remote and Proximity Interactions:Ultraviolet Divergence to Indefinite Ghosting, Consideration of Cut Surfaces |
| topic | Physics and Society Quantum Physics |
| url | https://arxiv.org/abs/2401.05266 |