A New Method to Design a Granular Hierarchy Model with Information Granularity
作者： Mingli Song , Yukai Jing
DOI: 10.1007/978-3-030-21920-8_55
关键词: Complex system 、 Granularity 、 Process (engineering) 、 Model hierarchy 、 Global model 、 Computer science 、 Data mining 、 Aggregate (data warehouse) 、 Construct (python library)
摘要: In this paper, we propose a new modeling strategy to deal with complex system which has various sources of input data sets. Through thorough study existing aggregating methods models, found that most works only consider aggregation local models the same level granularity. With motivation, construct granular hierarchy model by different levels granularities. The constructed includes two levels: lower and higher level. global in is aggregated information case, more abstract (information) are used as assures general output whole model. Knowledge reconciliation interaction crucial issues during process. Hence method analyzing prototypes principle justifiable
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