Facing Openness with Socio Cognitive Trust and Categories.
Facing Openness with Socio Cognitive Trust and Categories.
Typical solutions for agents assessing trust relies on the circulation of information on the individual level, i.e. reputational images, subjective experiences, statistical analysis, etc. This work presents an alternative approach, inspired to the cognitive heuristics enabling humans to reason at a categorial level. The approach is envisaged as a crucial ability for agents in order to: (1) estimate trustworthiness of unknown trustees based on an ascribed membership to categories; (2) learn a series of emergent relations between trustees observable properties and their effective abilities to fulfill tasks in situated conditions. On such a basis, categorization is provided to recognize signs (Manifesta) through which hidden capabilities (Kripta) can be inferred. Learning is provided to refine reasoning attitudes needed to ascribe tasks to categories. A series of architectures combining categorization abilities, individual experiences and context awareness are evaluated and compared in simulated experiments.
978-1-57735-513-7
400-405
Venanzi, Matteo
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Piunti, Michele
6a2ce880-5439-412b-9100-17cf294f2911
Falcone, Rino
a5ae69f6-abf4-44db-8ddc-ff924920330f
Castelfranchi, Cristiano
16ba2942-a768-4918-a6c7-6fd3c7cbbf39
Venanzi, Matteo
ba24a77f-31a6-4c05-a647-babf8f660440
Piunti, Michele
6a2ce880-5439-412b-9100-17cf294f2911
Falcone, Rino
a5ae69f6-abf4-44db-8ddc-ff924920330f
Castelfranchi, Cristiano
16ba2942-a768-4918-a6c7-6fd3c7cbbf39
Venanzi, Matteo, Piunti, Michele, Falcone, Rino and Castelfranchi, Cristiano
(2011)
Facing Openness with Socio Cognitive Trust and Categories.
22nd International Joint Conference on Artificial Intelligence (IJCAI), Barcelona, Spain.
16 - 22 Jul 2011.
.
(In Press)
Record type:
Conference or Workshop Item
(Paper)
Abstract
Typical solutions for agents assessing trust relies on the circulation of information on the individual level, i.e. reputational images, subjective experiences, statistical analysis, etc. This work presents an alternative approach, inspired to the cognitive heuristics enabling humans to reason at a categorial level. The approach is envisaged as a crucial ability for agents in order to: (1) estimate trustworthiness of unknown trustees based on an ascribed membership to categories; (2) learn a series of emergent relations between trustees observable properties and their effective abilities to fulfill tasks in situated conditions. On such a basis, categorization is provided to recognize signs (Manifesta) through which hidden capabilities (Kripta) can be inferred. Learning is provided to refine reasoning attitudes needed to ascribe tasks to categories. A series of architectures combining categorization abilities, individual experiences and context awareness are evaluated and compared in simulated experiments.
Text
VPFC_ijcai11.pdf
- Accepted Manuscript
More information
Accepted/In Press date: July 2011
Additional Information:
Event Dates: 16-22 July 2011
Venue - Dates:
22nd International Joint Conference on Artificial Intelligence (IJCAI), Barcelona, Spain, 2011-07-16 - 2011-07-22
Organisations:
Agents, Interactions & Complexity
Identifiers
Local EPrints ID: 272204
URI: http://eprints.soton.ac.uk/id/eprint/272204
ISBN: 978-1-57735-513-7
PURE UUID: ea42b4e1-4897-437e-b53b-a762a12b0db5
Catalogue record
Date deposited: 16 Apr 2011 12:19
Last modified: 14 Mar 2024 09:49
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Contributors
Author:
Matteo Venanzi
Author:
Michele Piunti
Author:
Rino Falcone
Author:
Cristiano Castelfranchi
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