Comparing a Cognitive and a Neural Model for Relative Trust Dynamics

Autor:	S. Waqar Jaffry, Jan Treur
Rok vydání:	2009
Předmět:	Set (abstract data type) Relation (database) Estimation theory business.industry Computer science Dynamics (music) Cognition Artificial intelligence Type (model theory) business Mirroring
Zdroj:	Neural Information Processing ISBN: 9783642106767 ICONIP (1)
DOI:	10.1007/978-3-642-10677-4_8
Popis:	Trust dynamics can be modelled in relation to experiences. Both cognitive and neural models for trust dynamics in relation to experiences are available, but were not yet related or compared in more detail. This paper presents a comparison between a cognitive and a neural model. As each of the models has its own specific set of parameters, with values that depend on the type of person modelled, such a comparison is nontrivial. In this paper a comparison approach is presented that is based on mutual mirroring of the models in each other. More specifically, for given parameter values set for one model, by automated parameter estimation processes the most optimal values for the parameter values of the other model are determined to show the same behaviour. Roughly spoken the results are that the models can mirror each other up to an accuracy of around 90%.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::bff5562418032258000ccd1be8ff07df https://doi.org/10.1007/978-3-642-10677-4_8 Zobrazit plný text záznamu