A Knowledge-based Telemonitoring Platform for Application in Remote Healthcare

Weiping Zhang, Kerstin Thurow, Regina Stoll


Telemonitoring systems have been shown to greatly reduce medical costs while improving the quality of medical care. Today, the main factors restricting the development and popularization of Telemonitoring systems include scalability and compatibility. The challenge for the remote healthcare lies in the variety of heterogeneous medical sensors which need to be dynamically removed or added to the environment according to the health care needs. This paper presents the design for an ontology-based context model and related middleware that provides a reusable and extensible application platform for Remote Healthcare. We designed the ontology context model to describe physiological parameters, medical tasks and the patient’s personal profile. Developers may extend the ontology model by considering new requirements as needed.


telemonitoring, ontology, knowledge-based System, Context-Aware application

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Theoria C. Fünf Jahre Leibniz-Institut für interdisziplinäre Studien e.V. (LIFIS) Berlin, Trafo Verlag, 2007: 217-228.

Cheng J, Rao R. A Context-Aware middleware for pervasive healthcare. Computer Applications and Softw are. 2009:50-53

Baldauf M,Dustdar S,Rosenberg F. A survey on Context-Aware systems. International Journal of AdHoc and Ubiquitous Computing.2007;2 (4) : 263-277.

Kuna M, Kolaric H, Bojic I, Kusek M, Jezic G. Android/OSGi-based Machine-to-Machine Context-Aware system. Proceedings of the 11th International Conference on Telecommunications, ConTEL. 2011: 95-102

Papapanagiotou I, Falkner M, Devetsikiotis M. Optimal functionality placement for multiplay task provider architectures. IEEE Transactions on Network and Task Management Volume 9, Issue 3, 2012: 359-372

Studer R, Benjamins V.R, Fensel D. Knowledge Engineering:principles and methods. Data and Knowledge Engineering 1998;25:161-197

Paganelli F, Giuli D. An ontology-based context model for home health monitoring and alerting in chronic patient care networks. Proceedings - 21st International Conference on Advanced Information Networking and Applications Workshops/Symposia. 2007: 838-845

Wang N, Yang Z, Yang Y. Based on event-driven and task-oriented architecture business activity monitoring design and implementation. International Conference on System Science, Engineering Design and Manufacturing Informatization, ICSEM. 2011: 241-245

Xiong L, Niu J, Zhang J, Chen F, Shen P. Context Sensing Middleware Based on Mobile Devices. Journal of Chinese Computer Systems. 2011: 1170-1174

Armas R, Cuenca G, Horrocks I. MORe: Modular combination of OWL reasoners for ontology classification. Lecture Notes in Computer Science. 2012:1-16

Benlamri R, Docksteader L. MORF: A mobile health-monitoring platform. May 2010:18-25

Lasierra N, Alesanco A, García J. An ontology approach to manage individual patient profiles in home-based telemonitoring scenarios. Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB. 2010

Kumar M, Weippert M, Vilbrandt R, Kreuzfeld S, Stoll R. Fuzzy evaluation of heart rate signals for mental stress assessment. IEEE Trans Fuzzy Syst 2007;15:791–808.

Horrocks I, et al., "SWRL: A Semantic Web Rule Language Combining OWL and RuleML," World Wide Web Consortium (W3C), May 2004; www.w3.org/Submission/SWRL.

Neubert S, Arndt D, Thurow K, and Stoll R, Mobile real-time data acquisition system for application in preventive medicine, Telemedicine and e-Health, 2012;16:504-509

Engels D, Saarinen M.J.O, Schweitzer P, Smith E.M. The hummingbird-2 lightweight authenticated encryption algorithm. Lecture Notes in Computer Science,2012:19-31.

Le X.H, Khalid M, Sankar R, Lee S. An Efficient Mutual Authentication and Access Control Scheme for Wireless Sensor Networks in Healthcare. Journal of Networks, 2011:355-364

Tekli J.M, Damiani E, Chbeir R, Gianini G. SOAP processing performance and enhancement. IEEE Transactions on Services Computing, 2012;3: 387-403

DOI: https://doi.org/10.15837/ijccc.2014.5.661

Copyright (c) 2017 Weiping Zhang, Kerstin Thurow, Regina Stoll

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