ArticleFoods (Basel, Switzerland)2022
Quantitative Analysis of Food Safety Policy-Based on Text Mining Methods.
Article in Foods (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The use of artificial intelligence to improve mycotoxin management: a review.Mycotoxin research · 2025Pooled it
- Repeated Cycles of Freeze-Thaw Storage Influence the Dynamics of Bacterial Communities and the Prevalence of Pathogens in Mutton.Current microbiology · 2025Article
- Topic Modeling Analysis of Children's Food Safety Management Using BigKinds News Big Data: Comparing the Implementation Times of the Comprehensive Plan for Children's Dietary Safety Management.Foods (Basel, Switzerland) · 2025Article
- Analyzing the capability description of testing institution in Chinese phrase using a joint approach of semi-supervised K-Means clustering and BERT.Scientific reports · 2025Article
- Topic identification and content analysis of internet medical policies under the background of Healthy China 2030.Health research policy and systems · 2024Article
- Attitudes of the public and medical professionals toward nurse prescribing: A text-mining study based on social medias.International journal of nursing sciences · 2024Article
- Public concerns and attitudes towards autism on Chinese social media based on K-means algorithm.Scientific reports · 2023Article
- Challenging the Status Quo to Shape Food Systems Transformation from a Nutritional and Food Security Perspective: Second Edition.Foods (Basel, Switzerland) · 2023Article
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4 authors.
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Abstract
Recently, food safety and cold chain food have been closely related to the epidemic. The party and the state have intensified efforts to solve food safety problems and prevent possible epidemic risks. China has issued a series of policies and plans to strengthen food safety supervision to improve the food safety policy system. To our knowledge, little work has studied policy problems of food safety with in-depth quantitative analysis for an extended period. In accordance with the different national policies and regulations for food safety, this paper fills the gap by analyzing the policies and comparing the central and local policies issued in China from 2007-2022. In addition, the Latent Dirichlet Allocation (LDA) topic model and K-Means clustering model are constructed to analyze the content of food safety policies and identify hot topics. Finally, a quantitative analysis of China's food safety policies is made from four aspects: the number of policy release years, the distribution area, the range of action, and the affiliated institutions. The results show that: (a) there is a partial surge in food safety policies issued in 2007, 2011, and 2017; (b) the local food safety policy has a high inheritance to the central policy content, and the trends of annual publication number are highly consistent; (c) the innovation of different policy contents in the region have their own characteristics; (d) the proportion of compulsory and capacity policies is much more significant than that of other types of policies. This paper provides some novel insights into food safety policies.
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