Agent-Based Models for Opinion Formation: A Bibliographic Survey
Agent-based models are now largely adopted to describe how opinions emerge in a group of people. This survey provides an analysis of the literature on the subject, highlighting the major characteristics of such models. Over the last decade, the number of papers has grown at an overall annual rate of...
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| Published in | IEEE access Vol. 7; pp. 58836 - 58848 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Piscataway
IEEE
2019
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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| Online Access | Get full text |
| ISSN | 2169-3536 2169-3536 |
| DOI | 10.1109/ACCESS.2019.2913787 |
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| Abstract | Agent-based models are now largely adopted to describe how opinions emerge in a group of people. This survey provides an analysis of the literature on the subject, highlighting the major characteristics of such models. Over the last decade, the number of papers has grown at an overall annual rate of 16%, though not continually. Two communities contribute to the research effort: physics and control systems. However, their mutual awareness and collaboration are rather low. The prevailing mechanism adopted to describe the interaction among the agents is bilateral, but not symmetric. In most cases, the opinion is described by a continuous variable. Just a few papers consider a utility function for the agents. |
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| AbstractList | Agent-based models are now largely adopted to describe how opinions emerge in a group of people. This survey provides an analysis of the literature on the subject, highlighting the major characteristics of such models. Over the last decade, the number of papers has grown at an overall annual rate of 16%, though not continually. Two communities contribute to the research effort: physics and control systems. However, their mutual awareness and collaboration are rather low. The prevailing mechanism adopted to describe the interaction among the agents is bilateral, but not symmetric. In most cases, the opinion is described by a continuous variable. Just a few papers consider a utility function for the agents. |
| Author | Mastroeni, Loretta Vellucci, Pierluigi Naldi, Maurizio |
| Author_xml | – sequence: 1 givenname: Loretta surname: Mastroeni fullname: Mastroeni, Loretta organization: Department of Economics, Roma Tre University, Rome, Italy – sequence: 2 givenname: Pierluigi orcidid: 0000-0002-4152-8341 surname: Vellucci fullname: Vellucci, Pierluigi organization: Department of Economics, Roma Tre University, Rome, Italy – sequence: 3 givenname: Maurizio surname: Naldi fullname: Naldi, Maurizio email: m.naldi@lumsa.it organization: Department of Civil Engineering and Computer Science, University of Rome Tor Vergata, Rome, Italy |
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| SubjectTerms | Agent-based modeling Agent-based models Biological system modeling Conferences Continuity (mathematics) Control systems decentralized control Economics multi-agent systems opinion dynamics Optimization Physics Publishing |
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| Title | Agent-Based Models for Opinion Formation: A Bibliographic Survey |
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