Research On Solutions Oriented Chinese Text Mining Platform

With rapid development of Internet technology,“Information Explosion” on the Internet becomes ever more severe.The information is increasingly plentiful,but knowledge is relatively poor.As the core of the Internet,only the valuable information brought to users can promote development of the Internet.Therefore,how to find valuable information in the vast ocean of information has wide application and practical value.At present,text information mining also becomes a research hotspot.Text mining tends to be an indispensable tool in all kinds of industries gradually.Study of text mining now mainly focuses on the text excavation technology,and less study is performed on the text excavation system.Meanwhile,the main study environment is English,and Chinese environment is relatively less.In this paper,we analyzed the releated work of text mining in the first and then summarizes the questions of the existing text mining tools.In view of the current situation of the lack of common and complete Chinese text mining tools,the solution idea is introduced into the text mining process,forming the text mining solution concept.According to the characteristics of Chinese text mining,we improved text mining process,and proposed a solution-oriented text mining model.And divided the platform function by modularizing on the basis of this model and described each module in detail.Based on the solution-oriented text mining model,combined with the existing architecture of mature development technology and software solutions designed for text mining,its working mechanism made a detailed description of the platform modules in detailed design.And the mining solutions was proposed for the problems such as difficult system expansion and component reusability of mining software,etc.As long as you follow the platform’s text model interface and mining model interface,the new mining algorithm can be easily integrated into the platform.At the same time,the platform can be closely integrated with the mining application,easy to upgrade and transplant data mining system framework.On the basis of analysis and design of platform main functions,the solution-oriented text mining platform proposed by this study was subject to main function implementation.Seamless connection between the modules was achieved in the development process,the algorithm development personnel could develop the upper-level algorithm model directly on the platform without consideration of data turnover and storage and system management,thereby reducing unnecessary workload of algorithm study and the development personnel and improving working efficiency.