An information processing system driven by a model and domain knowledge

The invention discloses an information processing system driven by a model and domain knowledge in the technical field of data mining and processing. The system comprises a user management module, a data preprocessing module, a data characteristic analysis module, a classification clustering module,...

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Bibliographic Details
Main Authors LIU BAOHONG, FAN TANGHUAI, BAO XUECAI, YAO ZHANFENG, LYU LI, ZHAO JIA, FAN FEIYAN
Format Patent
LanguageChinese
English
Published 11.12.2018
Subjects
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:The invention discloses an information processing system driven by a model and domain knowledge in the technical field of data mining and processing. The system comprises a user management module, a data preprocessing module, a data characteristic analysis module, a classification clustering module, a data mining module, a domain knowledge base and an evaluation output module. The user managementmodule provides the relevant information of the related field of the user dispatched information processing, and eliminates information processing requirements. The system separates the rich domain knowledge into an independent domain knowledge layer, carries out independent modeling, implementation, management and application, and thus builds a model based on domain knowledge. The domain knowledge object can be injected into the business object, on the premise of analyzing the actual data mining task, the user's interest, domain prior knowledge and constraints together with the original datacan be used as the input o
Bibliography:Application Number: CN201810797755