Hidden multidimensional social structure modeling applied to biased social perception
Само за регистроване кориснике
2018
Чланак у часопису (Објављена верзија)
Метаподаци
Приказ свих података о документуАпстракт
Intricacies of the structure of social relations are realized by representing a collection of overlapping opinions as a simplicial complex, thus building latent multidimensional structures, through which agents are, virtually, moving as they exchange opinions. The influence of opinion space structure on the distribution of opinions is demonstrated by modeling consensus phenomena when the opinion exchange between individuals may be affected by the false consensus effect. The results indicate that in the cases with and without bias, the road toward consensus is influenced by the structure of multidimensional space of opinions, and in the biased case, complete consensus is achieved. The applications of proposed modeling framework can easily be generalized, as they transcend opinion formation modeling. (C) 2017 Elsevier B.V. All rights reserved.
Кључне речи:
Hidden social structure / Biased opinion exchange / Simplicial complex / Applied topologyИзвор:
Physica A: Statistical Mechanics and Its Applications, 2018, 492, 1419-1430Финансирање / пројекти:
- National Nature Science Foundation Committee (NSFC) of China [61573119]
- Fundamental Research Project of Shenzhen [JCYJ20140417172417090, JCYJ20150403161923533, JCYJ20150625142543468, JCYJ20170307151312215]
DOI: 10.1016/j.physa.2017.11.069
ISSN: 0378-4371; 1873-2119
WoS: 000423495100119
Scopus: 2-s2.0-85034760772
Институција/група
VinčaTY - JOUR AU - Maletić, Slobodan AU - Zhao, Yi PY - 2018 UR - https://vinar.vin.bg.ac.rs/handle/123456789/1925 AB - Intricacies of the structure of social relations are realized by representing a collection of overlapping opinions as a simplicial complex, thus building latent multidimensional structures, through which agents are, virtually, moving as they exchange opinions. The influence of opinion space structure on the distribution of opinions is demonstrated by modeling consensus phenomena when the opinion exchange between individuals may be affected by the false consensus effect. The results indicate that in the cases with and without bias, the road toward consensus is influenced by the structure of multidimensional space of opinions, and in the biased case, complete consensus is achieved. The applications of proposed modeling framework can easily be generalized, as they transcend opinion formation modeling. (C) 2017 Elsevier B.V. All rights reserved. T2 - Physica A: Statistical Mechanics and Its Applications T1 - Hidden multidimensional social structure modeling applied to biased social perception VL - 492 SP - 1419 EP - 1430 DO - 10.1016/j.physa.2017.11.069 ER -
@article{ author = "Maletić, Slobodan and Zhao, Yi", year = "2018", abstract = "Intricacies of the structure of social relations are realized by representing a collection of overlapping opinions as a simplicial complex, thus building latent multidimensional structures, through which agents are, virtually, moving as they exchange opinions. The influence of opinion space structure on the distribution of opinions is demonstrated by modeling consensus phenomena when the opinion exchange between individuals may be affected by the false consensus effect. The results indicate that in the cases with and without bias, the road toward consensus is influenced by the structure of multidimensional space of opinions, and in the biased case, complete consensus is achieved. The applications of proposed modeling framework can easily be generalized, as they transcend opinion formation modeling. (C) 2017 Elsevier B.V. All rights reserved.", journal = "Physica A: Statistical Mechanics and Its Applications", title = "Hidden multidimensional social structure modeling applied to biased social perception", volume = "492", pages = "1419-1430", doi = "10.1016/j.physa.2017.11.069" }
Maletić, S.,& Zhao, Y.. (2018). Hidden multidimensional social structure modeling applied to biased social perception. in Physica A: Statistical Mechanics and Its Applications, 492, 1419-1430. https://doi.org/10.1016/j.physa.2017.11.069
Maletić S, Zhao Y. Hidden multidimensional social structure modeling applied to biased social perception. in Physica A: Statistical Mechanics and Its Applications. 2018;492:1419-1430. doi:10.1016/j.physa.2017.11.069 .
Maletić, Slobodan, Zhao, Yi, "Hidden multidimensional social structure modeling applied to biased social perception" in Physica A: Statistical Mechanics and Its Applications, 492 (2018):1419-1430, https://doi.org/10.1016/j.physa.2017.11.069 . .