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Analyzing the effects of confidence thresholds on opinion clustering in homogeneous Hegselmann-Krause models
Univ Sannio, Italy.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0002-6936-2427
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0003-4142-6502
Univ Sannio, Italy.
2023 (English)In: 2023 31ST MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION, MED, IEEE , 2023, p. 587-592Conference paper, Published paper (Refereed)
Abstract [en]

Hegselmann-Krause (HK) models exhibit complex behaviors which are not easily tractable through mathematical analysis. In this paper, a characterization of the steady-state behaviors of homogeneous HK models and sensitivity to confidence thresholds is discussed by commenting on existing and new numerical results. The typical decreasing of number of clusters and convergence time by increasing the confidence thresholds are discussed and motivations for the behavior of some counterexamples are provided. A tighter upper bound for the dependence of the number of clusters with respect to the confidence thresholds is proposed. Differences and analogies between the opinions evolution for symmetric and asymmetric HK models are commented.

Place, publisher, year, edition, pages
IEEE , 2023. p. 587-592
Series
Mediterranean Conference on Control and Automation, ISSN 2325-369X
National Category
Computational Mathematics
Identifiers
URN: urn:nbn:se:liu:diva-197926DOI: 10.1109/MED59994.2023.10185838ISI: 001042336800094ISBN: 9798350315431 (electronic)ISBN: 9798350315448 (print)OAI: oai:DiVA.org:liu-197926DiVA, id: diva2:1799098
Conference
31st Mediterranean Conference on Control and Automation (MED), Limassol, CYPRUS, jun 26-29, 2023
Available from: 2023-09-21 Created: 2023-09-21 Last updated: 2023-09-21

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Bernardo, CarmelaAltafini, Claudio
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CiteExportLink to record
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Citation style
  • apa
  • ieee
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  • vancouver
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  • Other style
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Language
  • de-DE
  • en-GB
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  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
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  • asciidoc
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