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Facing Openness with Socio Cognitive Trust and Categories.

Venanzi, Matteo, Piunti, Michele, Falcone, Rino and Castelfranchi, Cristiano (2011) Facing Openness with Socio Cognitive Trust and Categories. At 22nd International Joint Conference on Artificial Intelligence (IJCAI), Spain. 16 - 22 Jul 2011. , pp. 400-405.

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.

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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), 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: 18 Jul 2017 06:33

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Contributors

Author: Matteo Venanzi
Author: Michele Piunti
Author: Rino Falcone
Author: Cristiano Castelfranchi

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