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Construction Of Seafood Nutrition Data Management Platform

Posted on:2020-10-24Degree:MasterType:Thesis
Country:ChinaCandidate:Y LiFull Text:PDF
GTID:2381330620470982Subject:Agricultural mechanization
Abstract/Summary:PDF Full Text Request
.With the rapid development of seafood informationization and intellectualization in China and the general improvement of people’s living standards,the nutritional level of seafood has gradually attracted wide attention.The data in the field of seafood in China have the characteristics of strong real-time,high data dimension,strong diversity and large dispersion.The main reason is that the data structure of China’s seafood is complex,and the data is greatly influenced by the environment,sea area,time and other external factors.A large number of seafood data stored by various sectors of society need the corresponding seafood nutrition data platform as the carrier,in order to integrate the information in the data.Seafood Nutrition Data Platform can manage seafood data efficiently,and provide seafood data browsing,querying,comparative analysis and visualization functions for the public.Data mining module of the platform can mine hidden information in the data in real time and discover the rules of the data.Seafood Nutrition Data Management Platform also provides seafood data browsing,querying,comparative analysis and visualization functions.It can provide guidance suggestions and decision-making opinions for seafood workers and relevant enterprise departments.Therefore,the development of seafood nutrition data management platform with complete functions has important theoretical and practical significance.According to the nature of seafood data,the key technologies of seafood nutrition data management platform are put forward in this paper,.The methods of collecting,analyzing and processing seafood nutrition data such as protein,oil,carbohydrate and various trace elements are studied respectively.The method based on spectral clustering algorithm is proposed.Data mining function and seafood nutrition data management platform based on modern multi-dimensional visualization tools.The work of this study is as follows: The experimental data of our college on seafood and the downloaded data of related seafood websites are collected.The platform also develops a web crawler module to capture specific seafood data websites regularly and integrate these data into the platform database.In the research of platform data visualization technology,this paper adopts modern multi-dimensional visualization technology to achieve good human-computer interaction.According to the requirement analysis of the platform development,the design plan and scheme of the system are put forward and the functions of the seafood nutrition data platform are realized.In thesystem test stage of the platform,this paper extracts the nutrient data of common seafood in Dalian Bay,and carries out a real and effective simulation experiment.We developed a seafood nutrition data management platform with friendly interface and simple operation in this study.It not only realizes the functions of data collection,query and comparative analysis,but also completes the development of data mining module and data visualization module of the seafood nutrition data management platform,and presents the information and rules of seafood data to the public.The construction of seafood nutrition data management platform plays an important role in the development of seafood data informatization.
Keywords/Search Tags:Nutrition data of seafood, Data mining, Data visualization, Data Management Platform
PDF Full Text Request
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