Towards Knowledge Driven Decision Support for Personalized Home-Based Self-Management of Chronic Diseases

Jun Qi; Liming Chen; Wolfgang Leister; Shengxiang Yang

doi:10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.313

Towards Knowledge Driven Decision Support for Personalized Home-Based Self-Management of Chronic Diseases

Jun Qi, Liming Chen, Wolfgang Leister, Shengxiang Yang

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Citations (Scopus)

Abstract

The use of ICT technologies to facilitate self-management for patients with chronic diseases attracts increasing attention in smart healthcare. Existing research has mainly focused on sensing and data processing technologies with little work on decision support mechanisms and systems. In this paper, we propose a home-based decision support system based on a wide range of assessment metrics from medical assessment, social and psychological evaluation to behaviour analysis to help self-manage rehabilitation and wellbeing in a personalized manner for different patients. This paper develops semantic models for describing patients, their conditions, medical and behavioural assessments and inference mechanisms for decision recommendations. The research is undertaken in the context of mobile user self-management for Spondyloarthritis (SpA) patients. A case scenario is used to demonstrate the application of the proposed approach, technologies and principles.

Original language	English
Title of host publication	2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom)
Publisher	IEEE
Pages	1724-1729
ISBN (Electronic)	978-1-4673-7211-4
ISBN (Print)	978-1-4673-7212-1
DOIs	https://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.313
Publication status	Published (in print/issue) - 21 Jul 2016
Event	2015 IEEE 12th Intl. Conf. on Ubiquitous Intelligence and Computing, 2015 IEEE 12th Intl. Conf. on Autonomic and Trusted Computing and 2015 IEEE 15th Intl. Conf. on Scalable Computing and Communications and its Associated Workshops (UIC-ATC-ScalCom) - Beijing Duration: 10 Aug 2015 → 14 Aug 2015

Conference

Conference	2015 IEEE 12th Intl. Conf. on Ubiquitous Intelligence and Computing, 2015 IEEE 12th Intl. Conf. on Autonomic and Trusted Computing and 2015 IEEE 15th Intl. Conf. on Scalable Computing and Communications and its Associated Workshops (UIC-ATC-ScalCom)
Period	10/08/15 → 14/08/15

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.313

https://ieeexplore.ieee.org/document/7518494/

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Qi, J., Chen, L., Leister, W., & Yang, S. (2016). Towards Knowledge Driven Decision Support for Personalized Home-Based Self-Management of Chronic Diseases. In 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom) (pp. 1724-1729). IEEE. https://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.313

Qi, Jun ; Chen, Liming ; Leister, Wolfgang et al. / Towards Knowledge Driven Decision Support for Personalized Home-Based Self-Management of Chronic Diseases. 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom). IEEE, 2016. pp. 1724-1729

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title = "Towards Knowledge Driven Decision Support for Personalized Home-Based Self-Management of Chronic Diseases",

abstract = "The use of ICT technologies to facilitate self-management for patients with chronic diseases attracts increasing attention in smart healthcare. Existing research has mainly focused on sensing and data processing technologies with little work on decision support mechanisms and systems. In this paper, we propose a home-based decision support system based on a wide range of assessment metrics from medical assessment, social and psychological evaluation to behaviour analysis to help self-manage rehabilitation and wellbeing in a personalized manner for different patients. This paper develops semantic models for describing patients, their conditions, medical and behavioural assessments and inference mechanisms for decision recommendations. The research is undertaken in the context of mobile user self-management for Spondyloarthritis (SpA) patients. A case scenario is used to demonstrate the application of the proposed approach, technologies and principles.",

author = "Jun Qi and Liming Chen and Wolfgang Leister and Shengxiang Yang",

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publisher = "IEEE",

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note = "2015 IEEE 12th Intl. Conf. on Ubiquitous Intelligence and Computing, 2015 IEEE 12th Intl. Conf. on Autonomic and Trusted Computing and 2015 IEEE 15th Intl. Conf. on Scalable Computing and Communications and its Associated Workshops (UIC-ATC-ScalCom) ; Conference date: 10-08-2015 Through 14-08-2015",

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Qi, J, Chen, L, Leister, W & Yang, S 2016, Towards Knowledge Driven Decision Support for Personalized Home-Based Self-Management of Chronic Diseases. in 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom). IEEE, pp. 1724-1729, 2015 IEEE 12th Intl. Conf. on Ubiquitous Intelligence and Computing, 2015 IEEE 12th Intl. Conf. on Autonomic and Trusted Computing and 2015 IEEE 15th Intl. Conf. on Scalable Computing and Communications and its Associated Workshops (UIC-ATC-ScalCom), 10/08/15. https://doi.org/10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.313

Towards Knowledge Driven Decision Support for Personalized Home-Based Self-Management of Chronic Diseases. / Qi, Jun; Chen, Liming; Leister, Wolfgang et al.
2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom). IEEE, 2016. p. 1724-1729.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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N2 - The use of ICT technologies to facilitate self-management for patients with chronic diseases attracts increasing attention in smart healthcare. Existing research has mainly focused on sensing and data processing technologies with little work on decision support mechanisms and systems. In this paper, we propose a home-based decision support system based on a wide range of assessment metrics from medical assessment, social and psychological evaluation to behaviour analysis to help self-manage rehabilitation and wellbeing in a personalized manner for different patients. This paper develops semantic models for describing patients, their conditions, medical and behavioural assessments and inference mechanisms for decision recommendations. The research is undertaken in the context of mobile user self-management for Spondyloarthritis (SpA) patients. A case scenario is used to demonstrate the application of the proposed approach, technologies and principles.

AB - The use of ICT technologies to facilitate self-management for patients with chronic diseases attracts increasing attention in smart healthcare. Existing research has mainly focused on sensing and data processing technologies with little work on decision support mechanisms and systems. In this paper, we propose a home-based decision support system based on a wide range of assessment metrics from medical assessment, social and psychological evaluation to behaviour analysis to help self-manage rehabilitation and wellbeing in a personalized manner for different patients. This paper develops semantic models for describing patients, their conditions, medical and behavioural assessments and inference mechanisms for decision recommendations. The research is undertaken in the context of mobile user self-management for Spondyloarthritis (SpA) patients. A case scenario is used to demonstrate the application of the proposed approach, technologies and principles.

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PB - IEEE

T2 - 2015 IEEE 12th Intl. Conf. on Ubiquitous Intelligence and Computing, 2015 IEEE 12th Intl. Conf. on Autonomic and Trusted Computing and 2015 IEEE 15th Intl. Conf. on Scalable Computing and Communications and its Associated Workshops (UIC-ATC-ScalCom)

Y2 - 10 August 2015 through 14 August 2015

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Qi J, Chen L, Leister W, Yang S. Towards Knowledge Driven Decision Support for Personalized Home-Based Self-Management of Chronic Diseases. In 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom). IEEE. 2016. p. 1724-1729 doi: 10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.313

Towards Knowledge Driven Decision Support for Personalized Home-Based Self-Management of Chronic Diseases

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