دورية أكاديمية
[Application scenario design and prospect of generative artificial intelligence (AI) in intelligent manufacturing and supply chain of traditional Chinese medicine].
| العنوان: | [Application scenario design and prospect of generative artificial intelligence (AI) in intelligent manufacturing and supply chain of traditional Chinese medicine]. |
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| المؤلفون: | Xiong HS; National-Local Joint Engineering Laboratory of Advanced Traditional Chinese Medicine Manufacturing Technology,Tasly Pharmaceutical Group Co., Ltd. Tianjin 300410, China National Key Laboratory of Chinese Medicine Modernization Tianjin 300410, China., Wang BX; National-Local Joint Engineering Laboratory of Advanced Traditional Chinese Medicine Manufacturing Technology,Tasly Pharmaceutical Group Co., Ltd. Tianjin 300410, China National Key Laboratory of Chinese Medicine Modernization Tianjin 300410, China., Hou J; National-Local Joint Engineering Laboratory of Advanced Traditional Chinese Medicine Manufacturing Technology,Tasly Pharmaceutical Group Co., Ltd. Tianjin 300410, China., Zhao C; National-Local Joint Engineering Laboratory of Advanced Traditional Chinese Medicine Manufacturing Technology,Tasly Pharmaceutical Group Co., Ltd. Tianjin 300410, China National Key Laboratory of Chinese Medicine Modernization Tianjin 300410, China., Wang YW; National-Local Joint Engineering Laboratory of Advanced Traditional Chinese Medicine Manufacturing Technology,Tasly Pharmaceutical Group Co., Ltd. Tianjin 300410, China National Key Laboratory of Chinese Medicine Modernization Tianjin 300410, China., Zhang SN; National-Local Joint Engineering Laboratory of Advanced Traditional Chinese Medicine Manufacturing Technology,Tasly Pharmaceutical Group Co., Ltd. Tianjin 300410, China National Key Laboratory of Chinese Medicine Modernization Tianjin 300410, China., Yan KJ; National-Local Joint Engineering Laboratory of Advanced Traditional Chinese Medicine Manufacturing Technology,Tasly Pharmaceutical Group Co., Ltd. Tianjin 300410, China National Key Laboratory of Chinese Medicine Modernization Tianjin 300410, China. |
| المصدر: | Zhongguo Zhong yao za zhi = Zhongguo zhongyao zazhi = China journal of Chinese materia medica [Zhongguo Zhong Yao Za Zhi] 2024 Jul; Vol. 49 (14), pp. 3963-3970. |
| نوع المنشور: | Journal Article; Review; English Abstract |
| اللغة: | Chinese |
| بيانات الدورية: | Publisher: Zhongguo yao xue hui : Zhongguo Zhong yi yan jiu yuan Zhong yao yan jiu suo Country of Publication: China NLM ID: 8913656 Publication Model: Print Cited Medium: Print ISSN: 1001-5302 (Print) Linking ISSN: 10015302 NLM ISO Abbreviation: Zhongguo Zhong Yao Za Zhi Subsets: MEDLINE |
| أسماء مطبوعة: | Publication: Beijing : Zhongguo yao xue hui : Zhongguo Zhong yi yan jiu yuan Zhong yao yan jiu suo Original Publication: [Beijing] : Zhongguo yao xue hui : [Zhongguo Zhong yi yan jiu yuan Zhong yao yan jiu suo, 1989- |
| مواضيع طبية MeSH: | Artificial Intelligence* , Medicine, Chinese Traditional* , Drugs, Chinese Herbal*/chemistry, Quality Control ; Humans |
| مستخلص: | Intelligent manufacturing technologies, including databases, mathematical modeling, and information systems have played a significant role in process control, production management, and supply chain management in traditional Chinese medicine(TCM) industry. However, their ability to process and utilize unstructured data, such as research and development reports, batch production records, quality inspection records, and supplier documents, is relatively weak. For text, images, language, and other unstructured data, generative artificial intelligence(AI) technology has shown strong potential for development in extracting information, extracting knowledge, semantic retrieval, and content generation. Generative AI is expected to provide a feasible set of tools for the utilization of unstructured data resources in the TCM industry. Based on years of research and industrial application experience in TCM intelligent manufacturing technology, this study reviewed the current situation of intelligent manufacturing in TCM and the utilization of unstructured data, analyzed the application value of generative AI in the TCM manufacturing process and supply chain, summarized four typical application scenarios, including intelligent pharmaceutical knowledge base/knowledge graph, intelligent on-the-job trai-ning, intelligent production quality control, and intelligent supply chain. Furthermore, this study also explained the data collection and processing, business process design, application potential, and value of each scenario based on industry demands. Finally, based on the integration of generative AI and TCM industrial models, the study proposed a preliminary concept of a smart industrial brain for TCM, aiming to provide a reference for the application of AI technology in the field of TCM manufacturing. |
| فهرسة مساهمة: | Keywords: artificial intelligence; generative artificial intelligence(AI); intelligent manufacturing; large model; supply chain; traditional Chinese medicine(TCM) |
| المشرفين على المادة: | 0 (Drugs, Chinese Herbal) |
| تواريخ الأحداث: | Date Created: 20240805 Date Completed: 20240805 Latest Revision: 20240805 |
| رمز التحديث: | 20240805 |
| DOI: | 10.19540/j.cnki.cjcmm.20240402.301 |
| PMID: | 39099369 |
| قاعدة البيانات: | MEDLINE |
| تدمد: | 1001-5302 |
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| DOI: | 10.19540/j.cnki.cjcmm.20240402.301 |