%0 Conference Proceedings
%T Research on Information Integration Method of Agricultural Products Producing and Managing Based on Knowledge Graph
%+ National Engineering Research Center for Information Technology in Agriculture [Beijing] (NERCITA)
%+ Key Laboratory for Information Technologies in Agriculture
%A Sun, Xiang
%A Wu, Huarui
%A Hao, Peng
%A Li, Qingxue
%< avec comité de lecture
%( IFIP Advances in Information and Communication Technology
%B 11th International Conference on Computer and Computing Technologies in Agriculture (CCTA)
%C Jilin, China
%Y Daoliang Li
%Y Chunjiang Zhao
%I Springer International Publishing
%3 Computer and Computing Technologies in Agriculture XI
%V AICT-545
%N Part I
%P 232-243
%8 2017-08-12
%D 2017
%R 10.1007/978-3-030-06137-1_22
%K Knowledge graph
%K Agricultural products producing and managing
%K Information integration
%K Weak supervision
%Z Computer Science [cs]Conference papers
%X In order to improve the integration and access efficiency of agricultural information, this paper propose an agricultural information integration framework based on knowledge graph. A knowledge graph of agricultural products producing and managing was constructed, covering the basic process of “Planting - farming - processing - quality inspection - warehousing - Transportation - Sales” and realizing the storage, mapping and inquiry of knowledge graph. Improves the method of mapping data linkage based on database mapping relation, and realizes the transformation of elements from database to knowledge graph elements. Map data link method of database based on mapping relations, realize the conversion of database elements to the knowledge graph elements, the iterative discovery of relation and pattern in text information is realized by means of weak supervised machine learning method. This method integrates the application in the Green-Cloud-Grid platform, and improves the efficiency of information source integration, correlation analysis and mining utilization under the platform.
%G English
%Z TC 5
%Z WG 5.14
%2 https://inria.hal.science/hal-02124251/document
%2 https://inria.hal.science/hal-02124251/file/478291_1_En_22_Chapter.pdf
%L hal-02124251
%U https://inria.hal.science/hal-02124251
%~ IFIP
%~ IFIP-AICT
%~ IFIP-TC
%~ IFIP-TC5
%~ IFIP-WG5-14
%~ IFIP-CCTA
%~ IFIP-AICT-545