Traditional Chinese Medicine data management policy in big data environment.
10.19540/j.cnki.cjcmm.20171208.002
- Author:
Yang LIANG
1
;
Chang-Song DING
1
;
Xin-di HUANG
1
;
Le DENG
1
Author Information
1. School of Information Science and Engineering, Hunan University of Chinese Medicine, Changsha 410208, China.
- Publication Type:Journal Article
- Keywords:
big data;
data management;
storage model;
traditional Chinese medicine(TCM) information
- MeSH:
Big Data;
Information Storage and Retrieval;
methods;
Medicine, Chinese Traditional
- From:
China Journal of Chinese Materia Medica
2018;43(4):840-846
- CountryChina
- Language:Chinese
-
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.
