Charting the Geographies of Crowdsourced Information in Greater London

被引:16
作者
Ballatore, Andrea [1 ]
De Sabbata, Stefano [2 ]
机构
[1] Univ London, Dept Geog, London, England
[2] Univ Leicester, Sch Geog Geol & Environm, Leicester, Leics, England
来源
GEOSPATIAL TECHNOLOGIES FOR ALL | 2018年
关键词
Information geography; Crowdsourcing; Volunteered geographic information; Geo-demographics; Twitter; Wikipedia; TWITTER; PATTERNS;
D O I
10.1007/978-3-319-78208-9_8
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Crowdsourcing platforms and social media produce distinctive geographies of informational content. The production process is enabled and influenced by a variety of socio-economic and demographic factors, shaping the place representation, i.e., the amount and type of information available in an area. In this study, we explore and explain the geographies of Twitter and Wikipedia in Greater London, highlighting the relationships between the crowdsourced data and the local geodemographic characteristics of the areas where they are located. Through a set of robust regression models on a sample of 1.6M tweets and about 22,000 Wikipedia articles, we identify level of education, presence of people aged 30-44, and property prices as the most important explanatory factors for place representation at the urban scale. To some extent, this confirms the received knowledge of such data being created primarily by relatively wealthy, young, and educated users. However, about half of the variability is left unexplained, suggesting that a broader inclusion of potential factors is necessary.
引用
收藏
页码:149 / 168
页数:20
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