Recommendation service for smart space-based personalized healthcare system

The paper describes architecture of a recommendation service that provides advice on how to change the lifestyle to prevent appearance or progression of cardiovascular deceases. The service is an extension of the personalized healthcare system that has access to measurements of vital signs and the p...

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Main Authors: Ilya Paramonov, Andrey Vasilyev
Format: Article
Language:English
Published: FRUCT 2016-11-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://fruct.org/publications/fruct19/files/Par.pdf
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spelling doaj-5443e12dedc34fa298c541ec63a9e3572020-11-25T02:42:01ZengFRUCTProceedings of the XXth Conference of Open Innovations Association FRUCT2305-72542343-07372016-11-014201918218810.23919/FRUCT.2016.7892199Recommendation service for smart space-based personalized healthcare systemIlya Paramonov0Andrey Vasilyev1Petrozavodsk State University, Petrozavodsk, RussiaPetrozavodsk State University, Petrozavodsk, RussiaThe paper describes architecture of a recommendation service that provides advice on how to change the lifestyle to prevent appearance or progression of cardiovascular deceases. The service is an extension of the personalized healthcare system that has access to measurements of vital signs and the patient's electronic health record. The system is designed according to the smart spaces approach and implemented on top of the Smart-M3 platform. The paper presents the ontology used for representation of data of an electronic health record and the procedure of its retrieval with subsequent generation of sensible recommendations with the use of the rules engine. Justification of usefulness of the proposed approach is illustrated by implementation of several instructions from the seventh report of the Joint National Committee on prevention, detection, evaluation, and treatment of high blood pressure as rules for the recommendation service.https://fruct.org/publications/fruct19/files/Par.pdf recommendationsmobile healthcaresmart spaces
collection DOAJ
language English
format Article
sources DOAJ
author Ilya Paramonov
Andrey Vasilyev
spellingShingle Ilya Paramonov
Andrey Vasilyev
Recommendation service for smart space-based personalized healthcare system
Proceedings of the XXth Conference of Open Innovations Association FRUCT
recommendations
mobile healthcare
smart spaces
author_facet Ilya Paramonov
Andrey Vasilyev
author_sort Ilya Paramonov
title Recommendation service for smart space-based personalized healthcare system
title_short Recommendation service for smart space-based personalized healthcare system
title_full Recommendation service for smart space-based personalized healthcare system
title_fullStr Recommendation service for smart space-based personalized healthcare system
title_full_unstemmed Recommendation service for smart space-based personalized healthcare system
title_sort recommendation service for smart space-based personalized healthcare system
publisher FRUCT
series Proceedings of the XXth Conference of Open Innovations Association FRUCT
issn 2305-7254
2343-0737
publishDate 2016-11-01
description The paper describes architecture of a recommendation service that provides advice on how to change the lifestyle to prevent appearance or progression of cardiovascular deceases. The service is an extension of the personalized healthcare system that has access to measurements of vital signs and the patient's electronic health record. The system is designed according to the smart spaces approach and implemented on top of the Smart-M3 platform. The paper presents the ontology used for representation of data of an electronic health record and the procedure of its retrieval with subsequent generation of sensible recommendations with the use of the rules engine. Justification of usefulness of the proposed approach is illustrated by implementation of several instructions from the seventh report of the Joint National Committee on prevention, detection, evaluation, and treatment of high blood pressure as rules for the recommendation service.
topic recommendations
mobile healthcare
smart spaces
url https://fruct.org/publications/fruct19/files/Par.pdf
work_keys_str_mv AT ilyaparamonov recommendationserviceforsmartspacebasedpersonalizedhealthcaresystem
AT andreyvasilyev recommendationserviceforsmartspacebasedpersonalizedhealthcaresystem
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