Abstract
Big data has become a new factor of production in the era of digital governance. Big data has changed the thinking and mode of decision-making, enabled governance decision-making, and created a new paradigm of decision-making. However, in the actual application process, due to the limitations of data availability, time, cost, cognitive and psychological factors, it is often inconsistent with panoramic data. How to judge and solve the inconsistency between the data subset and the data set is the premise of making scientific decision. From the perspective of “consistency”, this paper constructs the basic assumptions of governance decision-making, combs and explains the solution path of consistency between the available data subset and the expected data set, expands the research perspective of measuring data similarity, and deepens the feasibility of data-driven enabling governance decision-making.
Highlights
With the rapid development of computer technology, big data has become a new development mode after experimental science, theoretical research and computational science
In 2015, the State Council issued the "action outline for promoting the development of big data"(GF[2015] No.50),emphasizing the deepening of research and development applications of big data and artificial intelligence
[2] In 2020, the State Council issued the opinions of the CPC Central Committee and the State Council on building a more perfect market-oriented allocation system and mechanism of factors, which juxtaposed data with traditional factors such as land, labor, capital and technology as production factors
Summary
With the rapid development of computer technology, big data has become a new development mode after experimental science, theoretical research and computational science. [1] With the development of digital media, network information, touch media and other technologies, the application of big data in social governance is increasingly widespread, breaking through the limitations of social governance thinking, means and scope, breaking the traditional social governance model, and promoting the innovation of governance thinking. Big data enabling governance decision-making is the era requirement of public governance development. Due to the limited collection ability and availability of big data, comprehensive data is usually not available in the formulation of public administrative decision-making. How to reduce the difference between subset and complete set and improve the representativeness of subset to complete set has become an important issue to improve the decision-making ability and governance performance of public administration under data-driven
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