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Authors: Daniele Toscani 1 ; Federica Bargna 2 ; Luigi Quarenghi 2 ; Francesco Archetti 3 and Ilaria Giordani 1

Affiliations: 1 Consorzio Milano Ricerche, Italy ; 2 University of Milano Bicocca, Italy ; 3 University of Milano Bicocca and Consorzio Milano Ricerche, Italy

Keyword(s): Data Integration, Forecast, Health-environment Correlation.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Biomedical Engineering ; Business Analytics ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Group Decision Support Systems ; Health Information Systems ; Information Systems Analysis and Specification ; Knowledge Management ; Ontologies and the Semantic Web ; Sensor Networks ; Signal Processing ; Society, e-Business and e-Government ; Soft Computing ; Web Information Systems and Technologies

Abstract: In this paper we present a software system for decision support (DSS – Decision Support System) aimed at forecasting high demand of admission on health care structures due to environmental pollution. The algorithmic kernel of the system is based on machine learning, the software architecture is such that both persistent and sensor data are integrated through a data integration infrastructure. Given the actual concentration of different pollutants, measured by a network of sensors, the DSS allows forecasting the demand of hospital admissions for acute diseases in the next 1 to 6 days. We tested our system on cardio-vascular and respiratory diseases in the area of Milan.

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Paper citation in several formats:
Toscani, D.; Bargna, F.; Quarenghi, L.; Archetti, F. and Giordani, I. (2010). A SOFTWARE SYSTEM FOR DATA INTEGRATION AND DECISION SUPPORT FOR EVALUATION OF AIR POLLUTION HEALTH IMPACT. In Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: ICEIS; ISBN 978-989-8425-05-8; ISSN 2184-4992, SciTePress, pages 284-290. DOI: 10.5220/0002906302840290

@conference{iceis10,
author={Daniele Toscani. and Federica Bargna. and Luigi Quarenghi. and Francesco Archetti. and Ilaria Giordani.},
title={A SOFTWARE SYSTEM FOR DATA INTEGRATION AND DECISION SUPPORT FOR EVALUATION OF AIR POLLUTION HEALTH IMPACT},
booktitle={Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: ICEIS},
year={2010},
pages={284-290},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002906302840290},
isbn={978-989-8425-05-8},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: ICEIS
TI - A SOFTWARE SYSTEM FOR DATA INTEGRATION AND DECISION SUPPORT FOR EVALUATION OF AIR POLLUTION HEALTH IMPACT
SN - 978-989-8425-05-8
IS - 2184-4992
AU - Toscani, D.
AU - Bargna, F.
AU - Quarenghi, L.
AU - Archetti, F.
AU - Giordani, I.
PY - 2010
SP - 284
EP - 290
DO - 10.5220/0002906302840290
PB - SciTePress

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