Title :
Virtual Doctor System (VDS): Framework on Reasoning Issues: Ontology Based Reasoning for Virtual Doctor System
Author :
Fujita, Hamido ; Hakura, Jun ; Kurematsu, Masaki
Author_Institution :
Intell. Software Syst. Lab., Iwate Prefectuarl Univ., Iwate, Japan
Abstract :
Human computer Interaction based on emotional modelling and physical views, collectively; has been investigated and reported in this paper. Two types of ontology have been presented to formalize a patient state: mental ontology reflecting the patient mental behavior due to certain disorder and physical ontology reflecting the observed physical behavior exhibited through disorder. These two types of ontologies have been mapped and aligned for reasoning using a simple Bayesian Network for causal reasoning to define what we call as simple case diagnosis. We have constructed an integrated computerized model which reflects a human diagnostician as computer model and through it; an integrated interaction between that model and the real human user (patient) is utilized for 1st stage diagnosis purposes.
Keywords :
belief networks; human computer interaction; inference mechanisms; medical computing; ontologies (artificial intelligence); patient diagnosis; Bayesian network; human computer interaction; mental ontology; ontology based reasoning; patient diagnosis; patient mental behavior; patient physical behavior; physical ontology; virtual doctor system; Medical diagnosis; cognitive model; human interaction; knowledge based reasoning;
Conference_Titel :
Technologies and Applications of Artificial Intelligence (TAAI), 2010 International Conference on
Conference_Location :
Hsinchu City
Print_ISBN :
978-1-4244-8668-7
Electronic_ISBN :
978-0-7695-4253-9
DOI :
10.1109/TAAI.2010.31