IDEAS home Printed from https://ideas.repec.org/a/jas/jasssj/2015-36-2.html
   My bibliography  Save this article

Fuzzy Logic for Social Simulation Using NetLogo

Author

Abstract

Fuzzy Logic is a framework particularly useful to formalise and deal with imprecise concepts and statements expressed in natural language. This paper has three related aims. First, it aims to provide a short introduction to the basics of Fuzzy Logic within the context of social simulation. Secondly, it presents a well-documented NetLogo extension that facilitates the use of Fuzzy Logic within NetLogo. Finally, by providing a concrete example, it shows how researchers can use the Fuzzy Logic extension to build agent-based models in which individual agents hold their own fuzzy concepts and use their own fuzzy rules, which may also change over time. We argue that Fuzzy Logic and the tools provided here can be useful in Social Simulation in different ways. For example, they can assist in the process of analysing the robustness of a certain social theory expressed in natural language to different specifications of the imprecise concepts that the theory may contain (such as e.g. “wealthy†, “poor†or “disadvantaged†). They can also facilitate the exploration of the effect that heterogeneity in concept interpretations may have in a society (i.e. the significance of the fact that different people may have different interpretations of the same concept). Thus, this paper and the tools included in it can make the endeavour of translating social theories into computer programs easier and more rigorous at the same time.

Suggested Citation

  • Luis R. Izquierdo & Doina Olaru & Segismundo S. Izquierdo & Sharon Purchase & Geoffrey N. Soutar, 2015. "Fuzzy Logic for Social Simulation Using NetLogo," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 18(4), pages 1-1.
  • Handle: RePEc:jas:jasssj:2015-36-2
    as

    Download full text from publisher

    File URL: https://www.jasss.org/18/4/1/1.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kvist, Jon, 2007. "Fuzzy set ideal type analysis," Journal of Business Research, Elsevier, vol. 60(5), pages 474-481, May.
    2. Jordi Sabater-Mir & Mario Paolucci & Rosaria Conte, 2006. "Repage: REPutation and ImAGE Among Limited Autonomous Partners," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 9(2), pages 1-3.
    3. Kim, Jaehoon & Kim, Sangsin, 2015. "2012년 국회법 개정의 효과 연구 [A Study on the Effect of the 2012 National Assembly Act Amendment]," KDI Research Monographs, Korea Development Institute (KDI), volume 127, number v:2015-03(k):y:2015:p:1-1.
    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. Sergio F. Góngora y Moreno & J. Octavio Gutierrez-Garcia, 2018. "Collective action in organizational structures," Computational and Mathematical Organization Theory, Springer, vol. 24(1), pages 1-33, March.

    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. Bomi Nomlala, 2021. "Financial Socialisation of Accounting Students in South Africa," International Journal of Finance & Banking Studies, Center for the Strategic Studies in Business and Finance, vol. 10(2), pages 01-15, April.
    2. Jonathan Knuckey & Myunghee Kim, 2020. "The Politics of White Racial Identity and Vote Choice in the 2018 Midterm Elections," Social Science Quarterly, Southwestern Social Science Association, vol. 101(4), pages 1584-1599, July.
    3. Min Kwan Baek & Young Saing Kim & Eun Young Kim & Ae Jin Kim & Won-Jun Choi, 2016. "Health-Related Quality of Life in Korean Adults with Hearing Impairment: The Korea National Health and Nutrition Examination Survey 2010 to 2012," PLOS ONE, Public Library of Science, vol. 11(10), pages 1-10, October.
    4. Nicole A. Cunningham, 2015. "Photothermal Therapy as an Alternative Treatment for the Clinical Management of Cancer," International Journal of Sciences, Office ijSciences, vol. 4(11), pages 30-32, November.
    5. Niki Koutrou & Athanasios (Sakis) Pappous & Anna Johnson, 2016. "Post-Event Volunteering Legacy: Did the London 2012 Games Induce a Sustainable Volunteer Engagement?," Sustainability, MDPI, vol. 8(12), pages 1-12, November.
    6. Raghda Abulsaoud Ahmed Younis, 2021. "Cognitive Diversity and Creativity: The Moderating Effect of Collaborative Climate," International Journal of Business and Management, Canadian Center of Science and Education, vol. 14(1), pages 159-159, July.
    7. Walid EL-Ansari & Christiane Stock, 2016. "Gender Differences in Self-Rated Health among University Students in England, Wales and Northern Ireland: Do Confounding Variables Matter?," Global Journal of Health Science, Canadian Center of Science and Education, vol. 8(11), pages 168-168, November.
    8. Obi K. Echendu & Imyhamy M. Dharmadasa, 2015. "Graded-Bandgap Solar Cells Using All-Electrodeposited ZnS, CdS and CdTe Thin-Films," Energies, MDPI, vol. 8(5), pages 1-20, May.
    9. Martin Gassebner & Jerg Gutmann & Stefan Voigt, 2016. "When to expect a coup d’état? An extreme bounds analysis of coup determinants," Public Choice, Springer, vol. 169(3), pages 293-313, December.
    10. Alessandro Pollini & Alessandro Caforio, 2021. "Participation and Iterative Experiments: Designing Alternative Futures with Migrants and Service Providers," Social Sciences, MDPI, vol. 10(10), pages 1-13, September.
    11. Adam Zaremba & Jacob Koby Shemer, 2018. "Price-Based Investment Strategies," Springer Books, Springer, number 978-3-319-91530-2, December.
    12. Giuseppe A Zito & Roland Wiest & Selma Aybek, 2020. "Neural correlates of sense of agency in motor control: A neuroimaging meta-analysis," PLOS ONE, Public Library of Science, vol. 15(6), pages 1-17, June.
    13. Young Bum Kim & Seung Hee Lee, 2022. "Gender Differences in Correlates of Loneliness among Community-Dwelling Older Koreans," IJERPH, MDPI, vol. 19(12), pages 1-11, June.
    14. Cabrera-Sánchez, Juan-Pedro & Villarejo-Ramos, Ángel F., 2019. "Fatores que afetam a adoção de análises de Big Data em empresas," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 59(6), December.
    15. Niki Koutrou, 2018. "The Impact of the 2010 Women’s Rugby World Cup on Sustained Volunteering in the Rugby Community," Sustainability, MDPI, vol. 10(4), pages 1-20, March.
    16. Liu, Zhuoshi & Vangelista, Elisabetta & Kaminska, Iryna & Relleen, Jon, 2015. "The informational content of market-based measures of inflation expectations derived from govenment bonds and inflation swaps in the United Kingdom," Bank of England working papers 551, Bank of England.
    17. Hye Won Park & Yong-Sung Choi & Kyo Sun Kim & Soo-Nyung Kim, 2015. "Chorioamnionitis and Patent Ductus Arteriosus: A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-14, September.
    18. Hsiao‐Mei Chen & Ching‐Min Chen, 2017. "A Chinese version of the Patient Continuity of Care Questionnaire: reliability and validity assessment," Journal of Clinical Nursing, John Wiley & Sons, vol. 26(9-10), pages 1338-1350, May.
    19. Seo-Hee Park & Byung-Jin Park & Dong-Hyuk Jung & Yu-Jin Kwon, 2019. "Association between Household Food Insecurity and Asthma in Korean Adults," IJERPH, MDPI, vol. 16(12), pages 1-11, June.
    20. Sérgio Migowski & Iuri Gavronski & Cláudia Libânio & Eliana Migowski & Francisco Duarte, 2019. "Efficiency Losses in Healthcare Organizations Caused by Lack of Interpersonal Relationships," RAC - Revista de Administração Contemporânea (Journal of Contemporary Administration), ANPAD - Associação Nacional de Pós-Graduação e Pesquisa em Administração, vol. 23(2), pages 207-227.

    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:jas:jasssj:2015-36-2. 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: Francesco Renzini (email available below). General contact details of provider: .

    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.