開發本體知識模型應用於傳染病防疫

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開發本體知識模型應用於傳染病防疫

Developing an Ontological Knowledge Model for Infectious Disease Prevention

鄭光維 , Masters　　Advisor：戚玉樑　　

繁體中文

傳染病；知識本體；語意規則；預防； Ontology ； Prevention ； Infectious Diseases ； Semantic Rules

Abstract │ Reference (37) │ Altmetrics

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When facing the threat of emerging infectious diseases. It is necessary to make a real time immunization plan. However, expertise for making such a plan is scattered in different fields of knowledge. When making the plan, it is necessary to collect opinions of “pathological experts” on infectious diseases and speculative views of “epidemiological experts” on possible transmission channels to produce final immunization recommendations. However, it will take a lot time to collect expert opinions, thus making it impossible to make the real time plan. Therefore, this study proposed the ontology-based knowledge integration platform. To providing necessary knowledge for knowledge source storage when making plans. And used semantic rules to simulate the thinking logics of experts in making immunization plans to achieve the goal of presenting immunization plans shortly after the outbreak of emerging infectious diseases. Finally, we use knowledge verification to confirm that the proposed rule model could be used to infer necessary immunization plan according to the characteristics of the input diseases.

Reference ( 37 ) 〈TOP〉

Boehm, B. W., Penedo,M. H., Stuckle, E. D., Williams, R. D., & Pyster, A. B. (June 1984). A software development environment for improving productivity. IEEE Computer 17, 30-44.
連結：
Chandrasekaran, B., Josephson, J. R., & Benjamins, V. R. (1999). What are ontologies, and why do we need them?. IEEE Intelligent Systems, 14 (1), 20-26.
連結：
Chi, Y.-L. (2008). A consumer-centric design approach to develop comprehensive knowledge-based systems for keyword discovery. Expert Systems with Applications, 36 (2), 2481-2493.
連結：
Compton, P., & Jansen, R. (1990). A philosophical basis for knowledge acquisition. Knowledge Acquisition, 2 (3), 241-257.
連結：
Davenport, T. H., & Prusak, L. (1998). Working knowledge: how organizations manage what they know. Harvard Business School Press, Boston, MA.
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