Agricultural Information Management Data Model Construction Based on Cloud Computing and Semantic Technology

Abstract

In order to improve the data retrieval and mining ability of agricultural information management system, an agricultural information management data model based on cloud computing and semantic technology was proposed. Fuzzy C-means algorithm is used for adaptive fusion and clustering of semantic association features of distributed data in large-scale information management systems; feature compressors are used to reduce the storage space dimension of large-scale information management system to improve the target data mining capability and adaptive scheduling capability of information management system. The registration rate improves than the traditional method by 12.46% and computational cost by 23.76%. This method has higher accuracy in storage data mining and retrieval for large information management systems and superior performance than the traditional method. The introduction of the concept and technical methods of related data is the best practice to realize the fine disclosure, standardized description, semantic organization, and in-depth integration of massive agricultural science and technology information resources, which will play an important role in improving the visibility, visibility, and accessibility of agricultural information resources. It is innovative in the construction of the multidimensional semantic-related model and field knowledge service system driven by related data.

Research on Information Technology Innovation and Rural Revitalization Strategies of Agricultural Complex Teaching and Research Bases in Colleges and Universities

“…In terms of the level of agricultural science and technology innovation, China's agricultural technology innovation level has made great progress, which has enabled the level of agricultural output to be substantially increased [10][11][12]. In terms of resource allocation, the gradual introduction of a market-oriented system in agriculture and the increase in the degree of marketization of agricultural products have improved the efficiency of resource allocation in the process of agricultural production and consumption and further optimized the structure of China's agricultural production and consumption [13][14][15].…”