IDEAS home Printed from https://ideas.repec.org/a/spr/cejnor/v30y2022i1d10.1007_s10100-020-00727-0.html
   My bibliography  Save this article

Rumour propagation: an operational research approach by computational and information theory

Author

Listed:
  • Burcu Gürbüz

    (Johannes Gutenberg-University Mainz
    Üsküdar University
    University of Nantes)

  • Herman Mawengkang

    (University of North Sumatra)

  • Ismail Husein

    (Universitas Islam Negeri Sumatera Utara Medan)

  • Gerhard-Wilhelm Weber

    (Poznan Technology University
    Middle East Technical University)

Abstract

Rumours are a kind of information that has a impact on social life and economies, which spread quickly and widely, especially, via internet. Recently, the spread of information affects our daily lives due to the increasing number of social media users. Rumours are defined in social areas which are delivered by gossips, fake news, marketing, social media all the way even to revolutions. In this paper, we study the dynamics of a rumour propagation model with a numerical approach. By using an algorithmic technique with an error analysis, the validity of the numerical technique is described. We investigate the model with this numerical approach to explain the dynamics of rumour propagation. Besides, we explain sensitivity analyses of the model of parameters. Then by numerical simulations efficiency of the technique is shown. Finally, the results are displayed and discussed with the help of figures and tables. The paper ends with a conclusion and an outlook to future studies.

Suggested Citation

  • Burcu Gürbüz & Herman Mawengkang & Ismail Husein & Gerhard-Wilhelm Weber, 2022. "Rumour propagation: an operational research approach by computational and information theory," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 30(1), pages 345-365, March.
  • Handle: RePEc:spr:cejnor:v:30:y:2022:i:1:d:10.1007_s10100-020-00727-0
    DOI: 10.1007/s10100-020-00727-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10100-020-00727-0
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10100-020-00727-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jari Lyytimäki & Henrik Gudmundsson & Claus Hedegaard Sørensen, 2014. "Russian Dolls and Chinese Whispers: Two Perspectives on the Unintended Effects of Sustainability Indicator Communication," Sustainable Development, John Wiley & Sons, Ltd., vol. 22(2), pages 84-94, March.
    2. Aydin Secer & Neslihan Ozdemir & Mustafa Bayram, 2018. "A Hermite Polynomial Approach for Solving the SIR Model of Epidemics," Mathematics, MDPI, vol. 6(12), pages 1-11, December.
    3. Gebert, J. & Radde, N. & Weber, G.-W., 2007. "Modeling gene regulatory networks with piecewise linear differential equations," European Journal of Operational Research, Elsevier, vol. 181(3), pages 1148-1165, September.
    4. Selma Belen & Erik Kropat & Gerhard-Wilhelm Weber, 2011. "On the classical Maki–Thompson rumour model in continuous time," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 19(1), pages 1-17, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Troncoso-Valverde, Cristián & Chávez-Bustamante, Felipe, 2024. "Do you want to know a secret? Strategic alliances and competition in product markets," European Journal of Operational Research, Elsevier, vol. 313(3), pages 1180-1190.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chen, Guanghua, 2019. "ILSCR rumor spreading model to discuss the control of rumor spreading in emergency," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 522(C), pages 88-97.
    2. Sara Moreno Pires & Liam Magee & Meg Holden, 2017. "Learning from community indicators movements: Towards a citizen-powered urban data revolution," Environment and Planning C, , vol. 35(7), pages 1304-1323, November.
    3. Zomorrodi, Ali R. & Maranas, Costas D., 2014. "Coarse-grained optimization-driven design and piecewise linear modeling of synthetic genetic circuits," European Journal of Operational Research, Elsevier, vol. 237(2), pages 665-676.
    4. Josefa Mula & Marija Bogataj, 2021. "OR in the industrial engineering of Industry 4.0: experiences from the Iberian Peninsula mirrored in CJOR," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 29(4), pages 1163-1184, December.
    5. Şuayip Yüzbaşı & Gamze Yıldırım, 2023. "A Pell–Lucas Collocation Approach for an SIR Model on the Spread of the Novel Coronavirus (SARS CoV-2) Pandemic: The Case of Turkey," Mathematics, MDPI, vol. 11(3), pages 1-22, January.
    6. Jari Lyytimäki & Hanna Salo & Robert Lepenies & Leonie Büttner & Jyri Mustajoki, 2020. "Risks of producing and using indicators of sustainable development goals," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(6), pages 1528-1538, November.
    7. Weber, Gerhard-Wilhelm & Defterli, Ozlem & Alparslan Gök, SIrma Zeynep & Kropat, Erik, 2011. "Modeling, inference and optimization of regulatory networks based on time series data," European Journal of Operational Research, Elsevier, vol. 211(1), pages 1-14, May.
    8. Brennan Lowery & John Dagevos & Ratana Chuenpagdee & Kelly Vodden, 2020. "Storytelling for sustainable development in rural communities: An alternative approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(6), pages 1813-1826, November.
    9. Tian, Yong & Ding, Xuejun, 2019. "Rumor spreading model with considering debunking behavior in emergencies," Applied Mathematics and Computation, Elsevier, vol. 363(C), pages 1-1.
    10. Jari Lyytimäki, 2023. "Storylines nailing or failing sustainability: Energy, mining and mobility as narrative arenas for societal transition," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(1), pages 170-179, February.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:cejnor:v:30:y:2022:i:1:d:10.1007_s10100-020-00727-0. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.