KHealthAsthmaOntology
Knoesis Asthma Ontology (KAO)
The Knoesis Asthma Ontology (KAO) is being designed to deduce abstractions from the asthma dataset provided by the kHealth project. The asthma dataset collects data generated by IoT devices such as peak flow meter, Foobot, Fitbit, AirNow, and other Web Services obtaining parameters such as air quality, pollen index, outside humidity and temperature.
The knoesis Asthma Ontology (kAO) ontology is being created and reused ontologies as follows:
- W3C Semantic Sensor Network (SSN) and Sensor, Observation, Sample, and Actuator (SOSA) ontologies to semantically annotate sensor observations (e.g., peak flow meter is a subclass of the sosa:Sensor class)
- the Asthma Ontology (AO ontology) from BioPortal to reuse relevant concepts
- FOAF ontology to describe people
- Weather ontology [Staroch et al.] [Kofler et al.]to deduce meaningful information from weather datasets.
Contents
Kao Ontology: Best Practices with Perfecto (ONGOING) (ONGOING)
We follow as much as possible the PerfectO methodology to improve the quality of the ontology and its integration with useful ontology tools to provide automatic documentation visualization, etc.
kao ontology implementation (ONGOING)
References
Sheth, A., Jaimini, U., Thirunarayan, K., Banerjee, T.: Augmented personalized health: How smart data with iots and ai is about to change healthcare. In: IEEE RTSI. (2017)
Sheth, A., Anantharam, P., Henson, C.: Physical-cyber-social computing: An early 21st century approach. IEEE Intelligent Systems (2013)
Sheth, A., Anantharam, P., Thirunarayan, K.: khealth: Proactive personalized actionable information for better healthcare. In: PDA@ IOT at VLDB. (2014)
Anantharam, P., Banerjee, T., Sheth, A., Thirunarayan, K., Marupudi, S., Sridharan, V., Forbis, S.G.: Knowledge-driven personalized contextual mhealth service for asthma management in children. In: IEEE ICMS. (2015)
Staroch, P.: A weather ontology for predictive control in smart homes. Master’s thesis (2013)
Jaimini, U., Banerjee, T., Romine, W., Thirunarayan, K., Sheth, A., Kalra, M.: Investigation of an indoor air quality sensor for asthma management in children. IEEE sensors letters (2017)
Kofler, M., Reinisch, C., Kastner, W.: An intelligent knowledge representation of smart home energy parameters. In: Proceedings of the World Renewable Energy Congress (WREC). (2011)
Acknowledgments
This work is partially funded by KHealth NIH 1 R01 HD087132-01. The opinions expressed are those of the authors and do not reflect those of the sponsors.
