ABSTRACT
As traditional data management model cannot effectively manage the massive data in traditional Chinese medicine(TCM) due to the uncertainty of data object attributes as well as the diversity and abstraction of data representation, a management strategy for TCM data based on big data technology is proposed. Based on true characteristics of TCM data, this strategy could solve the problems of the uncertainty of data object attributes in TCM information and the non-uniformity of the data representation by using modeless properties of stored objects in big data technology. Hybrid indexing mode was also used to solve the conflicts brought by different storage modes in indexing process, with powerful capabilities in query processing of massive data through efficient parallel MapReduce process. The theoretical analysis provided the management framework and its key technology, while its performance was tested on Hadoop by using several common traditional Chinese medicines and prescriptions from practical TCM data source. Result showed that this strategy can effectively solve the storage problem of TCM information, with good performance in query efficiency, completeness and robustness.
Subject(s)
Big Data , Information Storage and Retrieval , Methods , Medicine, Chinese TraditionalABSTRACT
Due to abstract and intricate theories of TCM theories, its essential characteristics are difficult to master, so the mechanism can be better explored through study on quantification of prescription properties. At present, quantification research by many scholars mainly adopts isolated research model limited to one or several kinds of TCM properties, which is difficult to reveal treatment mechanism of prescriptions. The development of big data and cloud computing technology provides a new way for the deep analysis of massive and complex TCM information. Based on syndrome differentiation, it is trending in prescription quantification to employ a comprehensive analysis by using "four properties - five flavors - channel tropism - ascending and descending, floating and sinking - toxicity -efficacy" overall on macroscopic level to analyze and quantify the characteristics of TCM prescriptions and their relationships among each other. This article reviewed recent research progress in the quantification of prescription properties and provided references for the modernization and specification of quantification of prescription properties.