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The Relationship Exploration between Public Migration Attention and Population Migration from a Perspective of Search Query

机译:搜索查询视角下的公共移民关注与人口迁移的关系探索

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摘要

Rapid population migration has been viewed as a critical factor impacting urban network construction and regional sustainable development. The supervision and analysis of population migration are necessary for guiding the optimal allocation of urban resources and for attaining the high efficiency development of region. Currently, the explorations of population migration are often restricted by the limitation of data. In the information era, search engines widely collect public attention, implying potential individual actions, and freely provide open, timelier, and large-scope search query data for helping explore regional phenomena and problems. In this paper, we endeavor to explore the possibility of adopting such data to depict population migration. Based on the search query from Baidu search engine, three migration attention indexes (MAIs) are constructed to capture public migration attention in cyber space. Taking three major urban agglomerations in China as case study, we conduct the correlation analysis among the cyber MAIs and population migration in geographical space. Results have shown that external-MAI and local-MAI can positively reflect the population migration inner regions and across regions from a holistic lens and that intercity-MAI can be a helpful supplement for the delineation of specific population flow. Along with the accumulation of cyber search query data, its potential in exploring population migration can be further reinforced.
机译:快速的人口迁移被视为影响城市网络建设和区域可持续发展的关键因素。对人口迁移进行监督和分析对于指导城市资源的优化配置和实现区域的高效发展是必要的。当前,人口迁移的探索通常受到数据的限制。在信息时代,搜索引擎广泛地吸引了公众的注意力,这暗示着潜在的个人行动,并免费提供开放,及时和大范围的搜索查询数据,以帮助探索区域现象和问题。在本文中,我们努力探索采用此类数据来描述人口迁移的可能性。基于来自百度搜索引擎的搜索查询,构建了三个迁移关注指数(MAI),以捕获网络空间中的公众迁移关注。以中国三大城市群为例,对网络MAI与地理空间人口迁移之间的相关性进行分析。结果表明,外部MAI和本地MAI可以从整体角度正面反映人口内部和跨区域的人口迁移,而城际MAI可以作为描述特定人口流动的有用补充。随着网络搜索查询数据的积累,可以进一步增强其在探索人口迁移方面的潜力。

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