Modeling the impact of the habituation effect on information spreading processes with repeated contacts under an SI model

被引:2
|
作者
Bartkw, Piotr [1 ]
Bortko, Kamil [1 ]
Jankowski, Jaroslaw [1 ]
Pazura, Patryk [1 ]
机构
[1] West Pomeranian Univ Technol, Fac Comp Sci & Informat Technol, Szczecin, Poland
来源
PLOS ONE | 2023年 / 18卷 / 04期
关键词
D O I
10.1371/journal.pone.0280266
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
People are exposed to information from different sources whether or not such exposure is desired. Due to a limited ability to process information, only parts of the messages may be absorbed, and other parts may be ignored. Repeated stimuli lead to lower responses due to the learning process and the habituation effect. While this effect has been intensively studied, mainly in relation to visual stimulus, it is also incorporated in information spreading processes. Information spreading models often assume the possibility of repeated contact, but no habituation effect, which lowers the level of responsiveness of nodes in the network, has been implemented. Here, we study the impact of the habituation effect on information spreading with a susceptible-infected (SI) model, which is often the basis for other models. We assume that a decrease in habituation has an impact on propagation processes. Analysis of the results shows that the course of these propagation processes behave differently, significantly worsening their results. These processes are very sensitive, even to small changes in the level of habituation.
引用
收藏
页数:20
相关论文
共 50 条
  • [21] The effect of neutron irradiation on oxygen aggregation processes in Si material treated under hydrostatic pressure
    Londos, Charalampos A.
    Andrianakis, Andreas
    Misiuk, Andrzej
    PHYSICA STATUS SOLIDI A-APPLICATIONS AND MATERIALS SCIENCE, 2011, 208 (03): : 616 - 619
  • [22] Modeling of tsunami generation and propagation under the effect of stochastic submarine landslides and slumps spreading in two orthogonal directions
    Ramadan, Khaled T.
    Omar, M. A.
    Allam, Allam A.
    OCEAN ENGINEERING, 2014, 75 : 90 - 111
  • [23] Systematic modeling under uncertainty of single, double and triple effect absorption refrigeration processes
    Gkouletsos, Dimitris
    Papadopoulos, Athanasios I.
    Seferlis, Panos
    Hassan, Ibrahim
    ENERGY, 2019, 183 : 262 - 278
  • [24] Model Structure Choice for a Static VAR Compensator Under Modeling Uncertainty and Incomplete Information
    Bogodorova, Tetiana
    Vanfretti, Luigi
    IEEE ACCESS, 2017, 5 : 22657 - 22666
  • [25] A temporally dynamic model for regional carbon impact assessment based on city information modeling
    Su, Shu
    Ju, Jingyi
    Guo, Qiyue
    Li, Xiaodong
    Zhu, Yimin
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2023, 173
  • [26] Modeling repeated multinomial route choices under advanced traveler information system - Generalized estimating equations with polytomous logit function
    Abdel-Aty, M
    Abdalla, MF
    TRANSPORTATION NETWORK MODELING 2004, 2004, (1882): : 61 - 69
  • [27] Mathematical Modeling on Mobility and Spreading of BTEX in a Discretely Fractured Aquifer System Under the Coupled Effect of Dissolution, Sorption, and Biodegradation
    Renu Valsala
    Suresh Kumar Govindarajan
    Transport in Porous Media, 2018, 123 : 421 - 452
  • [28] Mathematical Modeling on Mobility and Spreading of BTEX in a Discretely Fractured Aquifer System Under the Coupled Effect of Dissolution, Sorption, and Biodegradation
    Valsala, Renu
    Govindarajan, Suresh Kumar
    TRANSPORT IN POROUS MEDIA, 2018, 123 (02) : 421 - 452
  • [29] Damage evolution and constitutive model of the rock masses with non-penetrating cracks under repeated impact loading
    Zhang, Jie
    Wu, Xu
    PLOS ONE, 2023, 18 (09):
  • [30] Information Impact Effect of Shanghai Composite Stock Index Base On EGARCH Model
    Li, Qunfeng
    PROCEEDINGS OF 2010 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND INDUSTRIAL ENGINEERING, VOLS I AND II, 2010, : 72 - 74