Research on the Path of Administrative Efficiency Improvement under the Construction of Digital Government

In the transformation of government functions to "service-oriented" construction, administrative efficiency is always the focus of the digital government project.This paper takes the collection, mining and integration of event data as the path to improve administrative efficiency under the digital government platform.The government event collection channels are sorted out and an event distribution model is formed to build a digital platform for government event distribution.Subsequently, the key technology framework for multi-source heterogeneous data fusion of sensitive data is established by cleaning inferior data and standardizing storage of integrated data.For the multi-source heterogeneous data provided by the technical framework, a heterogeneous database log parsing algorithm is proposed to meet the demand for change log data capture from multiple heterogeneous databases for the daily operation of government affairs.After completing the data preparation, a multi-source heterogeneous data mining model is constructed to carry out multi-source heterogeneous data mining based on fuzzy C-mean clustering to realize the deep mining of multi-source heterogeneous few class data sets.Compared with similar model algorithms, the data screening time of the multi-source heterogeneous data mining model is always under 20s, which assists in improving the administrative efficiency of the digital government platform with superior data processing speed.

Publication Details

Journal
International journal for housing science and its applications.
Published
2025-08-15
DOI
https://doi.org/10.70517/ijhsa464101
Primary Topic
Legal and Policy Issues
Type
article
Field-Weighted Citation Impact
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article

Research on the Path of Administrative Efficiency Improvement under the Construction of Digital Government

International journal for housing science and its applications.
Legal and Policy Issues
article

Research on the Path of Administrative Efficiency Improvement under the Construction of Digital Government

article en

Abstract

In the transformation of government functions to "service-oriented" construction, administrative efficiency is always the focus of the digital government project.This paper takes the collection, mining and integration of event data as the path to improve administrative efficiency under the digital government platform.The government event collection channels are sorted out and an event distribution model is formed to build a digital platform for government event distribution.Subsequently, the key technology framework for multi-source heterogeneous data fusion of sensitive data is established by cleaning inferior data and standardizing storage of integrated data.For the multi-source heterogeneous data provided by the technical framework, a heterogeneous database log parsing algorithm is proposed to meet the demand for change log data capture from multiple heterogeneous databases for the daily operation of government affairs.After completing the data preparation, a multi-source heterogeneous data mining model is constructed to carry out multi-source heterogeneous data mining based on fuzzy C-mean clustering to realize the deep mining of multi-source heterogeneous few class data sets.Compared with similar model algorithms, the data screening time of the multi-source heterogeneous data mining model is always under 20s, which assists in improving the administrative efficiency of the digital government platform with superior data processing speed.

International journal for housing science and its applications.Vol. 46(4)
Openalex Percentile: Top 65%
Legal and Policy Issues
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