Design and Implementation of Intelligent Decision Support System in Modernization of Social Governance

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Simulation Results of Urban Traffic Flow Management

Time Period	Original Traffic Flow (vehicles/hour)	Traffic Flow after Smart Regulation (vehicles/hour)	Efficiency Improvement (%)
7:00-8:00	5000	4500	10%
8:00-9:00	6000	5200	13.3%
17:00-18:00	5500	4800	12.7%
18:00-19:00	6200	5300	14.5%

Simulation Results of Resource Allocation Optimization

Resource Type	Original Allocation Efficiency (%)	Allocation Efficiency after Smart Optimization (%)	Improvement Amplitude (%)
Police Resources	70	85	21.4%
Medical Supplies	65	80	23.1%
Education Funds	75	90	20%

Simulation Results of Public Safety Risk Assessment

Risk Type	Original Risk Level	Risk Level after Smart Assessment	Assessment Accuracy (%)
Residential Burglary	High	Medium	80%
Street Robbery	Medium	High	75%
Commercial Fire	Low	Low	90%
Public Terrorist Attack	High	High	95%

Simulation Results of Social Opinion Monitoring

Opinion Event Description	Original Opinion Heat	Opinion Heat after Smart Intervention	Intervention Effect (%)
Food Safety Issue of a Company	High	Medium	50%
Corruption Scandal of Government Official	Medium	Low	66.7%
Launch of New Tech Product	Low	Low	0%

Simulation Results of Environmental Protection Policy Formulation

Policy Option Description	Environmental Quality Index Before Implementation	Environmental Quality Index After Implementation	Improvement (%)
Strengthen Industria Wastewater Treatment	120	100	16.7%
Promote New Energy Vehicles	120	110	8.3%
Implement Waste Sorting and Recycling System	120	95	20.8%