A Semantic Web Based Knowledge Management Framework : to Model Behaviour Change Constructs for Generation of Personalized Action Plans

Language: English

Published by LAP LAMBERT Academic Publishing, 2019

3659851620 / 9783659851629

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Behavior change approaches aim to assist patients in making lifestyle adjustments so that they are able to self-manage their condition effectively. Self-efficacy (SE) is central to behavior change, and different behavior change theories propose a range of targeted strategies and action plans to gradually induce behavior adjustments amongst patients so that they are able to achieve efficacy in self-management of their condition. Social cognitive theory (SCT) is a comprehensive behavior change theory that proposes self-efficacy construct as central to behavior change. In this thesis, we have taken a knowledge management approach to computerize specialized self-efficacy constructs stipulated by SCT to formulate a high-level SCT knowledge model. We have collected and computerized behavior change content targeting healthy living and physical activity. Semantic web technologies have been used to develop a SCT ontology and SWRL rules to infer personalized self-management plans based on a given patient profile. We present formative evaluation of the clinical correctness and relevance of the generated personalized action plans for a range of test patient profiles.…

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Bibliographic details

Title
A Semantic Web Based Knowledge Management Framework : to Model Behaviour Change Constructs for Generation of Personalized Action Plans
Author
Wasif Hasan Baig
Publisher
LAP LAMBERT Academic Publishing
Publication year
2019
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3659851620
ISBN 13
9783659851629
Item weight
221 grams
Dimensions
220x150x9 mm

AHA-BUCH GmbH

Einbeck, Germany

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