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Smart City Ranking System: A Supporting Tool to Manage Migration Trends for Australian Cities

机译:智能城市排名系统:管理澳大利亚城市的迁移趋势的支持工具

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A key driver of Australia’s economic development is through promoting migration. A strong bottleneck to achieve the targets is a disproportional concentration of population in the metropolitan cities. To avoid congestion in these cities, emphasis is being given at the government level to promote the regional cities. With different city ranking systems, this study tries to identify linkage between the city ranking and people’s preference to live there. The proposed ranking system uses six components, namely, economy, mobility, environment, people, living, and governance. A comparison is done between the ranking systems by first assigning the same weightage to the six components and then assigning different weightages based on people’s preferences. This study considered 112 Australian cities, which were ranked by considering their performance based on the non-weighted and weighted parameters. Analytical Hierarchy Process is then used to assign the priorities/preferences of the components, factors, and indicators. The study also incorporates clustering technique to address the issue of missing data/information that is a typical problem with small cities where missing data is a common issue. The results of the comparison demonstrate that assigning weightage to ranking parameters makes the city ranking closer to the preference of people to live in a city. It is also recommended that the city ranking system and urban governance should have closer connection to each other. The lowest performing city ranking parameter should be given higher preferences in urban management and development plans.
机译:澳大利亚经济发展的一个关键驱动因素是通过促进移民。达到目标的强大瓶颈是大都市城市中群体的不分配集中。为了避免在这些城市中拥堵,政府一级促进区域城市的重点。通过不同的城市排名系统,这项研究试图识别城市排名与人们偏好住在那里之间的联系。拟议的排名系统使用六个组成部分,即经济性,流动性,环境,人,生活和治理。通过首先将相同的重量分配给六个组件,然后基于人们的偏好为分配不同的重量而进行比较。本研究考虑了112个澳大利亚城市,通过根据未加权和加权参数考虑其表现来排名。然后使用分析层次结构来分配组件,因素和指标的优先级/首选项。该研究还包括聚类技术,解决缺失数据/​​信息问题,这是一个缺失数据的小城市是一个常见问题的典型问题。比较结果表明,为排名参数分配重量使得城市排名更接近人们生活在城市的偏好。还建议城市排名系统和城市治理彼此相互联系。在城市管理和发展计划方面,应获得最低的表演城市排名参数。

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