FAN Tie-bing, NING Qiu-ping, YANG Zhi-xu, et al. Externalization of Tacit Knowledge in TCM Based on Data Mining Technology[J]. Chinese journal of experimental traditional medical formulae, 2017, 23(10): 221-226.
DOI:
FAN Tie-bing, NING Qiu-ping, YANG Zhi-xu, et al. Externalization of Tacit Knowledge in TCM Based on Data Mining Technology[J]. Chinese journal of experimental traditional medical formulae, 2017, 23(10): 221-226. DOI: 10.13422/j.cnki.syfjx.2017100221.
Externalization of Tacit Knowledge in TCM Based on Data Mining Technology
and traditional Chinese medicine (TCM) tacit knowledge is an important part of TCM science. Externalization of tacit knowledge in TCM is a necessary condition for effective exchange and sharing of TCM knowledge
and important guarantee to promote the development and innovation of TCM. However
the process of externalizing tacit knowledge is affected by many factors. Data mining technology can extract unknown
potential
useful information and knowledge hidden in a large number of incomplete
fuzzy
random practical application data. By taking advantages of data mining technology in extracting implicit knowledge
this study focused on externalization of tacit knowledge in TCM with support of association rules analysis
complex system entropy clustering analysis
decision tree analysis
factor analysis
bayesian network analysis and other data mining technologies. Through literature analysis and collation
with specific data mining technology as classification criteria and main line
the study involved individual physicians
ancient medical classics and modern clinical researches
with content involving TCM pathogenesis
the rule of treatment
dialectical law
regularity of using prescriptions
regularity of herbal pairs and composition and other aspects of tacit TCM knowledge. The results showed that
according to the characteristics of the research content
specific data mining technology can be selected to externalize tacit TCM knowledge
which is beneficial to expand the channels of externalizing tacit knowledge of TCM
and improve the externalization of tacit TCM knowledge and maximize externalization and sharing of tacit knowledge in TCM. Based on the active role of data mining technology in the externalization of tacit knowledge of TCM
the data mining and inheritance platforms with TCM characteristics shall be popularized
integrated and optimized to promote the inheritance and innovation of TCM.