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Using web crawler technology for text analysis of geo-events: A case study of the Huangyan Island incident

  • Beijing Normal University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

With the social networking and network socialisation have brought more text information and social relationships into our daily lives, the question of whether big data can be fully used to study the phenomenon and discipline of natural sciences has prompted many specialists and scholars to innovate their research. Though politics were integrally involved in the hyperlinked word issues since 1990s, automatic assembly of different geospatial web and distributed geospatial information systems utilizing service chaining have explored and built recently, the information collection and data visualisation of geo-events have always faced the bottleneck of traditional manual analysis because of the sensibility, complexity, relativity, timeliness and unexpected characteristics of political events. Based on the framework of Heritrix and the analysis of web-based text, word frequency, sentiment tendency and dissemination path of the Huangyan Island incident is studied here by combining web crawler technology and the text analysis method. The results indicate that tag cloud, frequency map, attitudes pie, individual mention ratios and dissemination flow graph based on the data collection and processing not only highlight the subject and theme vocabularies of related topics but also certain issues and problems behind it. Being able to express the time-space relationship of text information and to disseminate the information regarding geo-events, the text analysis of network information based on focused web crawler technology can be a tool for understanding the formation and diffusion of web-based public opinions in political events.

源语言英语
主期刊名International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
编辑J. Chen, Y. Ge, Y. Cheng
出版商International Society for Photogrammetry and Remote Sensing
71-78
页数8
版本4W3
ISBN(电子版)9781629934297, 9781629935126, 9781629935201
DOI
出版状态已出版 - 2013
已对外发布
活动2013 ISPRS/IGU/ICA Joint International Workshop on Borderlands Modelling and Understanding for Global Sustainability - Beijing, 中国
期限: 5 12月 20136 12月 2013

出版系列

姓名International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
编号4W3
40
ISSN(印刷版)1682-1750

会议

会议2013 ISPRS/IGU/ICA Joint International Workshop on Borderlands Modelling and Understanding for Global Sustainability
国家/地区中国
Beijing
时期5/12/136/12/13

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