| 贝叶斯网络在微生物定量风险评估中的应用 |
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| 引用本文： | 刘静,杨佳馨,管骁. 贝叶斯网络在微生物定量风险评估中的应用[J]. 食品与机械, 2016, 32(10): 215-220 |
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| 作者姓名： | 刘静 杨佳馨 管骁 |
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| 作者单位： | 上海海事大学信息工程学院，上海 201306;上海理工大学医疗器械与食品学院，上海 200093 |
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| 基金项目： | 上海市自然科学基金项目（编号：14ZR1419200） |
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| 摘 要： | 文章介绍微生物风险评估的基本理论,归纳构建微生物预测模型的软件模块;分析贝叶斯网络的特点,综述其在食源性微生物定量风险评估中的应用。并在该基础上,对贝叶斯网络在微生物定量风险评估中的应用进行展望。
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| 关 键 词： | 微生物定量风险评估；贝叶斯网络；预测软件；食源性 |
Application of Bayesian network for quantitative microbial risk assessment |
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| LIUJing,YANGJiaxin,GUANXiao. Application of Bayesian network for quantitative microbial risk assessment[J]. Food and Machinery, 2016, 32(10): 215-220 |
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| Authors: | LIUJing YANGJiaxin GUANXiao |
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| Affiliation: | College of Information Engineering, Shanghai Maritime University, Shanghai 201306, China; School of Medical Instrument and Food Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China |
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| Abstract: | In this paper, the basic theory of microbial risk assessment was introduced, and the software modules used to establish predictive microbial models were concluded. The characteristics of Bayesian networks and its application in the food-borne microbial quantitative risk assessment were also summarized. Therefore, its future application in microbial quantitative risk assessment were prospected. |
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| Keywords: | quantitative microbial risk assessment Bayesian network predictive software food-borne |
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