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. In, 22nd International Joint Conference on Artificial Intelligence (IJCAI), Barcelona, Spain, 16 - 22 Jul 2011. AAAI Press, 400-405.

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Description/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.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Event Dates: 16-22 July 2011
ISBNs: 9781577355137
Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Agents, Interactions & Complexity
ePrint ID: 272204
Date Deposited: 16 Apr 2011 12:19
Last Modified: 27 Mar 2014 20:17
Publisher: AAAI Press
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/272204

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