The Research On Extension Data Mining For Extension Interior Design

The research on extension data mining for extension interior design is an important part of the National Natural Science Foundation of China “The research on theory and method of extension data mining for extension architectural programming and design”(51178132),and is the interdisciplinary research subject in the field of architecture,extenics and data mining.At the early stages of development in the data era,which regards data as new energy,the research explores the new road of interior design which will be realized intelligently.The paper is an expansion for the existing theory and method system of interior design.Using the language of extension design that can be identified and operated by computer,the purpose of the research is to embed the academic thought of extenics into the whole process of data mining,to solve the problems of interior design excellently,and to find the knowledge rules of interior design under the optimized pattern which can be applied to realize extension interior design with datamation,and to drive the research on interior design to develop towards more rational,more scientific,more intelligent and more efficient direction.Applying methods like interdisciplinary research and innovation research of extension,the paper integrates extension architectural theory and the methods of extension data mining into the research on data mining of interior design,and constructs the frame of fundamental research,theoretical research,method research and applied research on the extension data mining of extension interior design.Based on the research of extension architectural design and extension data mining,the basic theoretical research on extension data mining of extension interior design thinks deeply the basic theoretical problem of extension data mining of extension interior design,puts forward the basic theory which can support subsequent methods and applied researches,and lays the foundation for expansion studying.The paper presents the concept of extension interior design,comes up with the sensory system which describes interior spiritual feeling,states the elementary expression theory of extension interior design that can be recognized by computer,expounds the thinking model theory and extension sets theory of extension interior design,differentiates and analyzes the meaning and the rhetorical relations of extension data mining of extension interior design,and illuminates the direction and the task of research.Taking the core advantage of extenics and the characteristics of design data into full consideration,research on the design of data warehouse of extension interior design is the operation platform research of extension data mining which is built for the output of design strategy,and is the warehouse design guidance which faces extension interior design and is suitable for the structure of extension data mining.The research establishes the access ports of processing data and extension data,sets up the components of the warehouse,proposes the extension point structure which is in line with the characteristics of extension data and extension data mining,and puts forward three important logics for building database: the subject-oriented principle which instructs the design of warehouse target system,the two-wheel driving principle which instructs the design of warehouse power system,and the principle of prototype design which instructs the design of warehouse structural system.All these provide platform support for the operation of extension data mining of extension interior design.In the light of method study on existing data mining and extension data mining,the method study of extension data mining of extension interior design is the method study of mining operation which is built according to the problem pattern of extension interior design.In essence,this is to look for the optimal solution or optimal interval under the constraint of the mined general rules and in a flexible manner to provide personalized design countermeasures which can meet different needs.The research establishes the system of mining method which regards technical route as basis,perceives mining steps as spreading way and considers instance analysis as evidence,and also elaborates three basic methods and one innovative method of extension data mining of extension interior design.Among them,the extension categorical mining method with supervision,the extension clustering mining method without supervision,and the extension association mining method which describes the dependency relationship of data are data analysis methods of most patterns that have been left after the elimination of data redundancy.The outlier data representing minority patterns have very important significance in the innovation of design.As for the abnormal patterns,the research puts forward outliers mining method of extension interior design which is innovative mining method for design data.Research on the knowledge types and application of extension data mining of extension interior design is the study of mining results which is conducted on the basis of the method study on extension data mining of extension interior design,and the study of application methods which is based on the mining results.Data mining is also called knowledge discovery.The research of this part is the last link of automatically processing data and is the connection and realization of extension data mining technology and professional content.Research presents specific knowledge content of interior design generated by method of extension data mining,contains four major knowledge types,illustrates the direct application pattern and the extension application pattern of different knowledge types,and completes the whole process of extension data mining for extension interior design.All in all,the research views data as basis,sees models as tools,and regards methods as guidance.On the platform of data warehouse of extension interior design,the research aims to conduct the study of extension data mining,to find the knowledge rules of interior design which takes prediction,optimization and innovation as the core,and to explore an innovative road with datamation design which is driven by data and demands and can solve the designing problem with intellectualization.For this purpose,the research establishes the theoretical system,the design system of data warehouse,the method system of mining operatio n,and the mining results and application system of extension data mining of extension interior design,and forms a complete research structure of extension data mining of extension interior design.The research work provides a new strategy for the design and development of the data era and offers a logical basis for the intelligentized implementation of interior design.The research achievement expands the academic boundary of extension architecture.