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Leveraging Elasticsearch and Botometer to Explore Volunteered Geographic Information
Samuel Lee Toepke
Kees Boersma
Brian Tomaszeski
In the past year, numerous weather-related disasters have continued to display the critical importance of crisis management and response. Volunteered geographic information (VGI) has been previously shown to provide illumination during all parts of the disaster timeline. Alas, for a geospatial area, the amount of data provided can cause information overload, and be difficult to process/visualize. This work presents a set of open-source tools that can be easily configured, deployed and maintained, to leverage data from Twitter's streaming service. The user interface presents data in near real-time, and allows for dynamic queries, visualizations, maps and dashboards. Another VGI challenge is quantifying trustworthiness of the data. The presented work shows integration of a Twitter-bot assessment service, which uses several heuristics to determine the bot-ness of a Twitter account. Architecture is described, Twitter data from a major metropolitan area is explored using the tools, and conclusions/follow-on work are discussed.
urn:ISBN:978-0-692-12760-5
openurl:?ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fidl.iscram.org%2F&genre=proceeding&title=Leveraging%20Elasticsearch%20and%20Botometer%20to%20Explore%20Volunteered%20Geographic%20Information&stitle=Iscram%202018&issn=2411-3387&isbn=978-0-692-12760-5&date=2018&spage=663&epage=676&aulast=Samuel%20Lee%20Toepke&pub=Rochester%20Institute%20of%20Technology&place=Rochester%2C%20NY%20%28USA%29&sid=refbase%3AISCRAM
url:http://idl.iscram.org/show.php?record=2140
citekey:SamuelLeeToepke2018
citation:Samuel Lee Toepke. (2018). Leveraging Elasticsearch and Botometer to Explore Volunteered Geographic Information. In Kees Boersma, & Brian Tomaszeski (Eds.), ISCRAM 2018 Conference Proceedings – 15th International Conference on Information Systems for Crisis Response and Management (pp. 663-676). Rochester, NY (USA): Rochester Institute of Technology.
2018
ConferencePaper
text
Crisis Management and Response, Elasticsearch, Social Media, Volunteered Geographic Information, Botometer
file:http://idl.iscram.org/files/samuelleetoepke/2018/2140_SamuelLeeToepke2018.pdf
Rochester Institute of Technology
English
2411-3387
ISCRAM 2018 Conference Proceedings – 15th International Conference on Information Systems for Crisis Response and Management
2018
663
676
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