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Ontology driven personal health knowledge discovery

  • Hong Qing Yu
    ,
  • Xia Zhao
    ,
  • Zhikun Deng
    ,
  • Feng Dong
Research Output: Chapter in Book/Report/Conference proceeding Chapter Peer-review

Sustainable Development Goals

  • SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well

Abstract

With fast development of smart sensor devices and mobile applications, all different kinds of information related to humans can be founded on the Internet that can be seen as a universal data repository or called Web of Data. Health or healthcare related data are not exceptional in the Web of Data age. The most important and valuable data comes from IoT such as sensors and mobile activity tracking applications to support developing self-health risk detection and management applications. This paper presents a comprehensive ontology driven knowledge discovery framework in personal health domain, which aims to reason and discover health knowledge from various data sources of IoT. The framework contains a sensor oriented Personal Wellness Knowledge Ontology and data integration architecture to complete a whole lifecycle of health knowledge detecting and reasoning path. In addition, a cloud computing based parallel semantic lifting algorithm is described for illustrating the semantic data generation process in detail.

Publication Information

Output type

Research Output: Chapter in Book/Report/Conference proceeding Chapter Peer-review

Original language

English

Publication milestones

  • Published - 04/08/2015

Publication status

Published - 04/08/2015

Place of publication

Cham

Volume

224

Publisher

Springer, Japan, India, Australia, Germany, United States, United Arab Emirates, Austria, Switzerland, Italy, China, United Kingdom, Netherlands, Brazil, France, Singapore

Publication series

  • Publication series name: Lecture Notes in Business Information Processing

ISBN (Print)

9783319210087

ISBN (Electronic)

9783319210094

External Publication IDs

  • handle.net: 10547/624597
  • Scopus: 84938678120

Host publication title

Knowledge Management in Organizations. KMO 2015

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