Semantic and Dweller-Based Decision Support System for the Reconfiguration of Domestic Environments: RecAAL

被引:8
作者
Spoladore, Daniele [1 ]
Sacco, Marco [1 ]
机构
[1] Natl Res Council Italy, Inst Intelligent Ind Technol & Syst Adv Mfg STIIM, CNR, I-23900 Lecce, Italy
关键词
decision support system; ambient assisted living; domestic environment reconfiguration; ontology; TECHNOLOGY ACCEPTANCE MODEL; INTERNATIONAL CLASSIFICATION; OLDER-ADULTS; ONTOLOGY; HEALTH; WEB; INFORMATION; DISABILITY; FRAILTY; KNOWLEDGE;
D O I
10.3390/electronics7090179
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Researches in the field of ambient assisted living (AAL) have increased in the last ten years, and the paradigms of the smart home have widely spread. Smart homes must consider the health-related issues and the real needs deriving from the ageing of their dwellers. In the smart home, appliances are expected to provide support to the residents, especially when they are characterized by disabilities and/or impairments related to ageing. While most of the AAL solutions presented in literature rely on complex systems and architectures, residents affected by mild or moderate disabilities can take advantage of just a simpler reconfiguration of living environments, i.e., the replacement of certain appliances with others that are able to help them in coping with their limitations. This paper proposes a semantic-based decision support system (DSS), which relies on ontological models, to assist designers in domestic environments' reconfiguration. The ontology leverages semantic representations of dwellers and domestic environments' domains of knowledge to foster the adoption of appliances able to help the residents to live independently. The development process of the ontology is presented in detail together with the results deriving from reasoning processes. To ease the reconfiguration of domestic environments, a prototypical application taking advantage of the DSS is presented.
引用
收藏
页数:30
相关论文
共 89 条
[1]   Evaluation of a visual analytics decision support tool for wind farm placement planning in Alberta: Findings from a focus group study [J].
Adagha, Ovo ;
Levy, Richard M. ;
Carpendale, Sheelagh ;
Gates, Cormack ;
Lindquist, Mark .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2017, 117 :70-83
[2]  
Alshibly H.H., 2015, Journal of Business Studies Quarterly, V6, P56
[3]   Semantic Aspects of the International Classification of Functioning, Disability and Health Towards Sharing Knowledge and Unifying Information [J].
Andronache, Adrian Stefan ;
Simoncello, Andrea ;
Della Mea, Vincenzo ;
Daffara, Carlo ;
Francescutti, Carlo .
AMERICAN JOURNAL OF PHYSICAL MEDICINE & REHABILITATION, 2012, 91 (02) :S124-S128
[4]  
ANGERMANN A, 2007, INJURIES EUROPEAN UN
[5]   Architecture of a Virtual Reality and Semantics-Based Framework for the Return to Work of Wheelchair Users [J].
Arlati, Sara ;
Spoladore, Daniele ;
Mottura, Stefano ;
Zangiacomi, Andrea ;
Ferrigno, Giancarlo ;
Sacchetti, Rinaldo ;
Sacco, Marco .
AUGMENTED REALITY, VIRTUAL REALITY, AND COMPUTER GRAPHICS, AVR 2017, PT II, 2017, 10325 :74-85
[6]  
Bangor A, 2009, J USABILITY STUD, V4, P114
[7]  
Beckett D, RDF XML SYNTAX SPECI
[8]  
Bickenbach J., 2012, ICF CORE SETS MANUAL
[9]   A Survey of Semantics-Based Approaches for Context Reasoning in Ambient Intelligence [J].
Bikakis, Antonis ;
Patkos, Theodore ;
Antoniou, Grigoris ;
Plexousakis, Dimitris .
CONSTRUCTING AMBIENT INTELLIGENCE, 2008, 11 :14-23
[10]  
BioPortal, INT CLASS FUNCT DIS