Research Synergy Between Open Government Data and Digital Economy Policies Based on Text Mining
[Research purpose]Government data openness has become one of the important goals in the process of government transfor-mation.Studying the synergy between the digital economy policy and the open government data policy is conducive to government's digital transformation and more effective implementation of policy documents.[Research method]The studay uses the LDA model to preprocess the provincial and municipal policy texts collected.High-frequency words in policy texts are divided into three dimensions:policy execu-tors,policy objectives and policy tools.Two methods,co-occurrence network analysis and association rules,are used to mine high-fre-quency words and explore the synergy between the two policies.The conclusions drawn from the two methods are compared to explore the differences between them.[Research conclusion]The data of the municipal open government and the digital economy policy have some synergy in the three dimensions of policy implementation subjects,policy objectives and policy tools,and the two policies are also quite different in some aspects;the provincial policy documents reflect the vertical and horizontal synergy;the conclusions drawn from associa-tion rules and co-occurrence network analysis have high consistency,while each method has its own advantages and disadvantages in infor-mation mining.
open datadigital economy policypolicy synergyLDAassociation rulesco-occurrence network analysistext mining
万方数据
维普
