Research On The Method Of Individualized Customization Of Ethnic Handicrafts Based On Case-based Reasoning

To meet the needs of batik knowledge in handicrafts personalized customization field,A method of handicrafts personalized customization based on case-based reasoning is proposed.This paper combined of many relating disciplines and technology,the mainly studied the following contents:(1)In order to solve the problem of low matching between user requirements and handicrafts,module during handicrafts,personalized customization process,A method of handicrafts,personalized customization based on case-based reasoning is proposed.Firstly,according to the needs of users,build a handicraft case.The batik case base were built by selecting batik cases from the field investigation and catalogue of batik handicrafts,published formally.(2)According to the characteristics of handicrafts,a semantic retrieval method based on batik knowledge is proposed.The ontology model of batik knowledge is established,and the relationship between pattern and batik knowledge is realized.Through the retrieval of ontology semantics,a batik case that meets the user's needs was recommended.The hierarchical expression model of pattern is constructed,and the rules of sub-pattern correlation degree are formulated.The calculation method of pattern division is studied,and the comprehensive correlation degree value of each pattern division scheme is calculated,the customized pattern which meets the customer requirements is recommended.(3)In order to solve the problem of batik pattern and configuration are extracted and reused,shape context was used to extract the patterns of batik pattern,topological methods was combined to establish the configuration rules of patterns.Shape grammar based on character encoding was improved in the process of configuration reuse,used to describe the transformation of shapes during pattern filling.There by the batik pattern reuse for personalized customization was completed.(4)According to the handicrafts personalized customization method,the batik handicraft personalized customization prototype system is developed,and the effective management and reuse of batik knowledge is realized.The system provides knowledge integration services and personalized customization services for handicraft designers and users.