Trust Model of Privacy-Concerned, Emotionally Aware Agents in a Cooperative Logistics Problem
In this paper, we propose a trust model to be used in a hypothetical mixed environment where humans and unmanned vehicles cooperate. We address the inclusion of emotions inside a trust model in a coherent way to investigate the practical approaches to current psychological theories. The most innovat...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-07-01
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| Series: | Applied Sciences |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2076-3417/13/15/8681 |
| _version_ | 1797587074826633216 |
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| author | Javier Carbo Jose Manuel Molina |
| author_facet | Javier Carbo Jose Manuel Molina |
| author_sort | Javier Carbo |
| collection | DOAJ |
| description | In this paper, we propose a trust model to be used in a hypothetical mixed environment where humans and unmanned vehicles cooperate. We address the inclusion of emotions inside a trust model in a coherent way to investigate the practical approaches to current psychological theories. The most innovative contribution of this work is the elucidation of how privacy issues play a role in the cooperation decisions of the emotional trust model. Both emotions and trust were cognitively modeled and managed with the beliefs, desires and intentions (BDI) paradigm in autonomous agents implemented in GAML (the programming language of the GAMA agent platform), that communicate using the IEEE FIPA standard. The trusting behavior of these emotional agents was tested in a cooperative logistics problem wherein agents have to move objects to destinations and some of the objects and places are associated with privacy issues. Simulations of the logistic problem show how emotions and trust contribute to improving the performance of agents in terms of both time savings and privacy protection. |
| first_indexed | 2024-03-11T00:32:06Z |
| format | Article |
| id | doaj.art-360b295da0c94e7bbb5ecce7affe7d6e |
| institution | Directory Open Access Journal |
| issn | 2076-3417 |
| language | English |
| last_indexed | 2024-03-11T00:32:06Z |
| publishDate | 2023-07-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Applied Sciences |
| spelling | doaj.art-360b295da0c94e7bbb5ecce7affe7d6e2023-11-18T22:36:18ZengMDPI AGApplied Sciences2076-34172023-07-011315868110.3390/app13158681Trust Model of Privacy-Concerned, Emotionally Aware Agents in a Cooperative Logistics ProblemJavier Carbo0Jose Manuel Molina1Computer Science Department, University Carlos III de Madrid, Av Gregorio Peces Barba 22, Campus de Colmenarejo, 28270 Madrid, SpainComputer Science Department, University Carlos III de Madrid, Av Gregorio Peces Barba 22, Campus de Colmenarejo, 28270 Madrid, SpainIn this paper, we propose a trust model to be used in a hypothetical mixed environment where humans and unmanned vehicles cooperate. We address the inclusion of emotions inside a trust model in a coherent way to investigate the practical approaches to current psychological theories. The most innovative contribution of this work is the elucidation of how privacy issues play a role in the cooperation decisions of the emotional trust model. Both emotions and trust were cognitively modeled and managed with the beliefs, desires and intentions (BDI) paradigm in autonomous agents implemented in GAML (the programming language of the GAMA agent platform), that communicate using the IEEE FIPA standard. The trusting behavior of these emotional agents was tested in a cooperative logistics problem wherein agents have to move objects to destinations and some of the objects and places are associated with privacy issues. Simulations of the logistic problem show how emotions and trust contribute to improving the performance of agents in terms of both time savings and privacy protection.https://www.mdpi.com/2076-3417/13/15/8681trustemotionagentsprivacy |
| spellingShingle | Javier Carbo Jose Manuel Molina Trust Model of Privacy-Concerned, Emotionally Aware Agents in a Cooperative Logistics Problem Applied Sciences trust emotion agents privacy |
| title | Trust Model of Privacy-Concerned, Emotionally Aware Agents in a Cooperative Logistics Problem |
| title_full | Trust Model of Privacy-Concerned, Emotionally Aware Agents in a Cooperative Logistics Problem |
| title_fullStr | Trust Model of Privacy-Concerned, Emotionally Aware Agents in a Cooperative Logistics Problem |
| title_full_unstemmed | Trust Model of Privacy-Concerned, Emotionally Aware Agents in a Cooperative Logistics Problem |
| title_short | Trust Model of Privacy-Concerned, Emotionally Aware Agents in a Cooperative Logistics Problem |
| title_sort | trust model of privacy concerned emotionally aware agents in a cooperative logistics problem |
| topic | trust emotion agents privacy |
| url | https://www.mdpi.com/2076-3417/13/15/8681 |
| work_keys_str_mv | AT javiercarbo trustmodelofprivacyconcernedemotionallyawareagentsinacooperativelogisticsproblem AT josemanuelmolina trustmodelofprivacyconcernedemotionallyawareagentsinacooperativelogisticsproblem |