Abstract
The volume of biomedical spatial information available on line increases day by day, need to be exploited and shared by users in different knowledge areas. Although classical information retrieval techniques are efficient, they are not appropriate enough, and that is why in recent years the scientific community has focused on creating new semantic-based approaches to answer users’ queries. In this article the problem of chronic noncommunicable diseases (NCDs) is addressed based on Semantic Web ontologies. NCDs, according WHO, cause 36 million deaths annually affecting any gender and age groups worldwide. Moreover, tobacco and alcohol addictions, physical inactivity and unhealthy diets represent major risk factors. Considering the seriousness of the problem globally, there are already underway government strategies to reduce risk factors and early detection and timely treatment. In particular, we propose an ontologies system for knowledge generation of patterns associated with lifestyle in NCDs. The system consists of the following ontologies: GeoOntoMex, HealthOntoMex, NutritionalOntoMex, PhysicalActivityOntoMex, OntoENTRiskFactors and OntoMedHistory. Also, the system of ontologies provides relevant information on time usage, food and tobacco-alcohol consumption and demographics aspects as lifestyle key dimensions. Furthermore, the system will facilitate the integration of data from different domains for decision making about lifestyle transformation.
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References
Bentivogli, L., et al.: The seventh pascal recognizing textual entailment challenge. In: Proceedings of TAC (2011)
Achim, R., et al.: Mining the semantic web. Data Mining and Knowledge Discovery, 613–662 (2012)
Vandic, D., Van Dam, J.-W., Frasincar, F.: Faceted product search powered by the Semantic Web. Decision Support Systems, 425–437 (2012
Barry, C., Conboy, K., Lang, M., Wojtkowski, G., Wojtkowski, W.: Information Systems Development. Springer Editorial (2009) ISBN 978-0-387-68772-8
Gruber, T.R.: A translation approach to portable ontology specifications. Knowledge Acquisition, 199–220 (1993)
Zhang, Y., Vasconcelos, W., Sleeman, D.: Ontosearch: An ontology search engine. In: Research and Development in Intelligent Systems XXI, pp. 58–69. Springer, London (2005)
Pan, J.Z.: Edward Thomas, and Derek Sleeman: Ontosearch2: Searching and querying web ontologies. In: Proc. of WWW/Internet 2006, pp. 211–218 (2006)
d’Aquin, M., et al.: WATSON: A gateway for the semantic web (2007)
Jung, C.-T., Sun, C.-H., Yuan, M.: An ontology-enabled framework for a geospatial problem-solving environment. Computers, Environment and Urban Systems 38, 45–57 (2013)
Heydari, N., et al.: Ontology-based GIS web service for increasing semantic interoperability among organizations involving drilling in city of Tehran. In: 11th GSDI World Conference (GSDI 11), Spatial Data Infrastructure Convergence: Building SDI Bridges to Address Global Challenges, POSTER FORUM, Rotterdam, The Netherlands (2009)
Qinghai, C., Aiji, W., Chi, Z.: Design and Implement of East China Sea Economic Fisheries Resources Forewarning System. In: Wu, Y. (ed.) Software Engineering and Knowledge Engineering. AISC, vol. 114, pp. 1–10. Springer, Heidelberg (2012)
Priego, S., Pineda, H.: Geontomex: una ontología espacial de México para la desambiguación de topónimos. Research in Computing Science, Avances en Inteligencia Artificial 55, 103–112 (2012)
Tzitzikas, Y.: Faceted Taxonomy-Based Sources. In: Dynamic Taxonomies and Faceted Search, pp. 19–34. Springer, Heidelberg (2009)
Priego, B.: Metodología para la Resolución de Topónimos basada en Ontologías con Razonamiento Espacial. M.S. Thesis. BUAP-FCC (2012)
Parmar, S., Jain, S.K., Kaur, G., Kumar, A.: Ontology Construction for Polycystic Kidney Disease. In: Krishna, P.V., Babu, M.R., Ariwa, E., et al. (eds.) ObCom 2011, Part I. CCIS, vol. 269, pp. 245–254. Springer, Heidelberg (2012)
Bravo, M., Rodriguez, J., Pascual, J.: SDWS - Semantic Description of WebServices. International Journal of Web Services Research 11(2) (2014)
Bravo, M.: Smiilarity Measures for Web Service Composition Models. International Journal on Web Service Computing. Marzo 2014 5(1) (2014)
Fernández-López, M., Gómez-Pérez, A., Juristo, N.: Methontology: From ontological art towards ontological engineering. In: Proceedings of the Ontological Engineering AAAI 1997 Spring Symposium Series (1997)
Sure, Y., Staab, S., Studer, R.: On-to-knowledge methodology (OTKM). In: Handbook on Ontologies, pp. 117–132. Springer, Heidelberg (2004)
Gómez-Pérez, A., Suárez-Figueroa, M.C.: Scenarios for building ontology networks within the NeOn methodology. In: Proceedings of the Fifth International Conference on Knowledge Capture. ACM (2009)
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Somodevilla, M.J., de Celis, M.C.P., Pineda, I.H., Colmenares, L.E., Mena, I. (2015). System Development Ontology to Discover Lifestyle Patterns Associated with NCD. In: Ortuño, F., Rojas, I. (eds) Bioinformatics and Biomedical Engineering. IWBBIO 2015. Lecture Notes in Computer Science(), vol 9044. Springer, Cham. https://doi.org/10.1007/978-3-319-16480-9_5
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DOI: https://doi.org/10.1007/978-3-319-16480-9_5
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