Title :
DDSS: Dynamic decision support system for elderly
Author :
Khattak, Asad Masood ; Pervez, Zeeshan ; Han, Manhyung ; Nugent, Chris ; Lee, Sungyoung
Author_Institution :
Dept. of Comput. Eng., Kyung Hee Univ., Suwon, South Korea
Abstract :
To provide robust healthcare services and personalized recommendations details relating to a patient´s daily life activities, profile information, and personal experience is of vital importance. This paper focuses on improvement in general health status of elderly patients through the use of an innovative service which align dietary intake with activity information. Personalized healthcare services based on the patient´s activities of daily living and their shared experience, are provided as outputs. A knowledge driven approach has been used where all the daily life activities, social interactions, and profile information are modeled in an ontology. The semantic context is exploited that enables fine-grained situation analysis for recommendation of personalized services and decision support. Preliminary experimental results for the dynamic nature of the systems and its corresponding personalized recommendations have been found to be encouraging.
Keywords :
decision support systems; geriatrics; health care; medical information systems; ontologies (artificial intelligence); personal information systems; DDSS; activity information; daily life activities; dietary intake; dynamic decision support system; elderly patient health status; fine-grained situation analysis; knowledge driven approach; ontology; patient daily life activities; personal experience; personalized healthcare services; personalized recommendations; profile information; robust healthcare services; semantic context; social interactions; Decision support systems; Heuristic algorithms; Ontologies; Semantics; Senior citizens; Sensors;
Conference_Titel :
Computer-Based Medical Systems (CBMS), 2012 25th International Symposium on
Conference_Location :
Rome
Print_ISBN :
978-1-4673-2049-8
DOI :
10.1109/CBMS.2012.6266346