A goal-oriented, ontology-based methodology to support the design of AAL environments

被引:11
|
作者
Diamantini, Claudia [1 ]
Freddi, Alessandro [2 ]
Longhi, Sauro [1 ]
Potena, Domenico [1 ]
Storti, Emanuele [1 ]
机构
[1] Univ Politecn Marche, Dipartimento Ingn Informaz, Via Brecce Bianche, I-60131 Ancona, Italy
[2] Univ eCampus, Via Isimbardi 10, I-22060 Novedrate, Italy
关键词
Ambient assisted living; Ontology; Goal-oriented design methodology; Reasoning; PRINCIPLES;
D O I
10.1016/j.eswa.2016.07.032
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
One of the most critical issues in Ambient Assisted Living (AAL) is the design of systems that can evolve to meet the requirements of individuals as their needs and health conditions change. Although much work has been done on home and building automation systems for AAL ,often referred to as assistive domotics, there is in fact still a substantial lack of solutions capable to support system designers in the early stage of development of such assistive systems. To this aim, the work contributes to the research on design of assistive domotic systems by presenting an ontology-driven methodology aimed to guide the development process. The novel contributions of the paper include the goal-oriented approach of the methodology, which involves the elicitation and analysis of AAL requirements and their formal representation in an ontology, where high-level goals are described in terms of subgoals and tasks, that are then linked to corresponding measures and devices. Moreover, logic-based reasoning enables more advanced functionalities useful at design time. We present a validation of the methodology showing typical use cases both related to the development from scratch of a domotic system with assistive capabilities starting from a set of high-level user requirements and the redesign of existing implementations according to changed requirements. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:117 / 131
页数:15
相关论文
共 50 条
  • [21] Ontology-based automated support for goal–use case model analysis
    Tuong Huan Nguyen
    John C. Grundy
    Mohamed Almorsy
    [J]. Software Quality Journal, 2016, 24 : 635 - 673
  • [22] Goal-oriented requirements analysis and reasoning in the Tropos methodology
    Giorgini, P
    Mylopoulos, J
    Sebastiani, R
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2005, 18 (02) : 159 - 171
  • [23] Autonomic goal-oriented device management for Smart Environments
    Sanaullah, Muhammad
    Corno, Fulvio
    Razzak, Faisal
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS, 2015, 7 (04) : 425 - 448
  • [24] GORO 2.0: Evolving an Ontology for Goal-Oriented Requirements Engineering
    Bernabe, Cesar Henrique
    Silva Souza, Vitor E.
    Falbo, Ricardo de Almeida
    Guizzardi, Renata S. S.
    Silva, Carla
    [J]. ADVANCES IN CONCEPTUAL MODELING, ER 2019, 2019, 11787 : 169 - 179
  • [25] GOORE : Goal-oriented and ontology driven requirements elicitation method
    Shibaoka, Masayuki
    Kaiya, Haruhiko
    Saeki, Motoshi
    [J]. ADVANCES IN CONCEPTUAL MODELING - FOUNDATIONS AND APPLICATIONS, 2007, 4802 : 225 - +
  • [26] An ontology-based universal design knowledge support system
    Afacan, Yasemin
    Demirkan, Halime
    [J]. KNOWLEDGE-BASED SYSTEMS, 2011, 24 (04) : 530 - 541
  • [27] An ontology-based approach to intelligent instructional design support
    Meisel, H
    Compatangelo, E
    Hörfurter, A
    [J]. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS, 2003, 2773 : 898 - 905
  • [28] Ontology-Based Process Modelling for Design Optimisation Support
    Maier, Franz
    Mayer, Wolfgang
    Stumptner, Mlarkus
    Muehlenfeld, Arndt
    [J]. Design Computing and Cognition '08, 2008, : 513 - 532
  • [29] A new reliability analysis method for vehicle systems based on goal-oriented methodology
    Yi, Xiao-Jian
    Dhillon, Balbir Singh
    Shi, Jian
    Mu, Hui-Na
    Zhang, Zhong
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2017, 231 (08) : 1066 - 1095
  • [30] A questionnaire-based survey methodology for systematically validating goal-oriented models
    Jameleddine Hassine
    Daniel Amyot
    [J]. Requirements Engineering, 2016, 21 : 285 - 308