Knowledge Graph Aided Research and Development Platform for Fine Chemical Industry

Zhisheng Huang, Jinguang Gu, Bin Peng

Research output: Contribution to journalArticle

Abstract

It is the mission of the chemical engineers to find a reasonable destination for each chemical molecule. The construction of the knowledge graph with CAS is helpful for the scientists to find new uses of chemical molecules. We have made a useful attempt in the field of fine chemicals. Firstly, this paper described the production process of fine chemical products with the knowledge graph, which is based on the basic knowledge base, the reaction knowledge base, the patent and the academic literature, the infrared spectrum, the mass spectrum and so on. Then, the research and development platform integrated the functions of ontology editing, visualization and machine learning based knowledge graph construction, and the query of knowledge base and visualization for chemical molecular expressions.
Translated title of the contributionKnowledge Graph Aided Research and Development Platform for Fine Chemical Industry
LanguageChinese
Pages43-55
Number of pages13
Journal Journal of Technology Intelligence Engineering
Volume3
Issue number1
DOIs
StatePublished - 2017

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Chemical industry
Visualization
Molecules
Ontology
Learning systems
Infrared radiation
Engineers

Cite this

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abstract = "It is the mission of the chemical engineers to find a reasonable destination for each chemical molecule. The construction of the knowledge graph with CAS is helpful for the scientists to find new uses of chemical molecules. We have made a useful attempt in the field of fine chemicals. Firstly, this paper described the production process of fine chemical products with the knowledge graph, which is based on the basic knowledge base, the reaction knowledge base, the patent and the academic literature, the infrared spectrum, the mass spectrum and so on. Then, the research and development platform integrated the functions of ontology editing, visualization and machine learning based knowledge graph construction, and the query of knowledge base and visualization for chemical molecular expressions.",
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基于知识图谱的精细化工辅助研发平台. / Huang, Zhisheng; Gu, Jinguang; Peng, Bin.

In: Journal of Technology Intelligence Engineering, Vol. 3, No. 1, 2017, p. 43-55.

Research output: Contribution to journalArticle

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