Research And Design Of Agricultural Product Micro-e-commerce Platform Based On Intelligent Recommendation And Logistics Planning

In recent years,with the rapid development of agricultural industry and the rapid popularization of mobile internet,it is urgent for agricultural product sales e-commerce to move to mobile internet.The construction of agricultural products Wechat e-commerce platform is of great significance to improve the timeliness of agricultural products sales and promote the development of agricultural industry.In view of the sociality of the e-commerce operation mode based on Wechat platform and the timeliness of agricultural products logistics distribution,this paper studies and analyses the application of Intelligent Recommendation Algorithm and intelligent logistics planning algorithm in agricultural products Wechat e-commerce platform,and completes the design of agricultural products micro-commerce platform based on intelligent recommendation and logistics planning.The main contents are as follows:(1)Research on Agricultural Products Micro-E-commerce Platform Scheme: The characteristics of Agricultural Products Micro-E-commerce Platform and its supporting services were studied.In view of the characteristics of the operation mode of Micro-E-commerce Platform with sociality and the timeliness of the logistics distribution needs of Agricultural Products E-commerce,a scheme of Agricultural Products Micro-E-commerce Platform with intelligent recommendation function and logistics planning function was proposed Social competence is used to promote merchants and commodities,group purchase and sale of commodities by social interaction among users,and recommendation of commodities by similarity and periodicity of purchasing agricultural products.Considering the special requirement of high timeliness of fresh agricultural products distribution,the paper puts forward some suggestions.(2)Research on Intelligent Recommendation and Logistics Planning Algorithms for Agricultural Micro-electronic Commerce Platform.According to the similarity of purchasing information of similar users in micro-e-commerce platform data,an intelligent agricultural product recommendation algorithm based on user-based consumption data and consumption cycle is proposed,which combines the comprehensive analysis of agricultural product consumption data and agricultural product consumption cycle data.According to the fact that fresh agricultural products have short shelf life,an intelligent planning algorithm of agricultural products distribution route based on shelf life,categories of agricultural products and user area distribution is proposed.(3)The realization of agricultural products micro-e-commerce platform based on intelligent recommendation and logistics planning: on the basis of the research of intelligent recommendation function and the scheme of agricultural products micro-commerce platform based on logistics planning,Intelligent Recommendation Algorithm of agricultural products micro-e-commerce platform and logistics planning algorithm,the implementation technology of agricultural products Micro-E platform based on intelligent recommendation and logistics planning is studied,Using Aliyun service,using Nginx,Tomcat,Java,Apache Mahout class library,MySQL database and other technologies,the server architecture based on Web Service is built.Using Baidu Map Service,Tencent Wechat API service,Html5,Vue and other technologies,mobile applications are built,The agricultural products e-commerce platform based on Wechat platform has the functions of intelligent recommendation of agricultural products and intelligent distribution route planning of agricultural products.Finally,the agricultural products micro-e-commerce platform based on intelligent recommendation and logistics planning is applied to Tiantian Farm in Anshan,and good results are achieved.